examples/out/train-ocr-errors-hf.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "8ae9c30a",
   "metadata": {
    "papermill": {
     "duration": 0.047138,
     "end_time": "2023-12-18T07:53:45.339911",
     "exception": false,
     "start_time": "2023-12-18T07:53:45.292773",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Fine Tuning LLM with Huggingface and WebDataset\n",
    "\n",
    "This notebook illustrates the use of WebDataset together with Huggingface for fine-tuning large language models.\n",
    "\n",
    "Some features of note:\n",
    "\n",
    "- training data is loaded directly from Huggingface\n",
    "- data is downloaded and stored locally incrementally as needed\n",
    "- a custom sampler is used in order to make remote data access more efficient"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "24722af0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:45.406861Z",
     "iopub.status.busy": "2023-12-18T07:53:45.406600Z",
     "iopub.status.idle": "2023-12-18T07:53:45.414673Z",
     "shell.execute_reply": "2023-12-18T07:53:45.413952Z"
    },
    "papermill": {
     "duration": 0.039717,
     "end_time": "2023-12-18T07:53:45.416289",
     "exception": false,
     "start_time": "2023-12-18T07:53:45.376572",
     "status": "completed"
    },
    "tags": [
     "parameters"
    ]
   },
   "outputs": [],
   "source": [
    "# parameters\n",
    "base_model = \"google/flan-t5-base\"\n",
    "dataset_url = (\n",
    "    \"https://huggingface.co/tmbdev/d-tokens/resolve/main/d-tokens.json?download=true\"\n",
    ")\n",
    "cache_dir = \"./_cache\"\n",
    "batch_size = 1\n",
    "max_steps = 10000\n",
    "epochs = 1\n",
    "learning_rate = 3e-4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3f9c92e4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:45.474093Z",
     "iopub.status.busy": "2023-12-18T07:53:45.473590Z",
     "iopub.status.idle": "2023-12-18T07:53:45.479399Z",
     "shell.execute_reply": "2023-12-18T07:53:45.478148Z"
    },
    "papermill": {
     "duration": 0.036621,
     "end_time": "2023-12-18T07:53:45.481065",
     "exception": false,
     "start_time": "2023-12-18T07:53:45.444444",
     "status": "completed"
    },
    "tags": [
     "injected-parameters"
    ]
   },
   "outputs": [],
   "source": [
    "# Parameters\n",
    "max_steps = 100\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d4793623",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:45.538460Z",
     "iopub.status.busy": "2023-12-18T07:53:45.537968Z",
     "iopub.status.idle": "2023-12-18T07:53:47.213668Z",
     "shell.execute_reply": "2023-12-18T07:53:47.212534Z"
    },
    "papermill": {
     "duration": 1.706416,
     "end_time": "2023-12-18T07:53:47.215663",
     "exception": false,
     "start_time": "2023-12-18T07:53:45.509247",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# imports\n",
    "import string\n",
    "import random\n",
    "import numpy as np\n",
    "import regex\n",
    "import unicodedata\n",
    "import logging\n",
    "\n",
    "import torch.utils.data\n",
    "from transformers import AutoTokenizer, AutoModelForSequenceClassification\n",
    "from transformers import AutoModelForSeq2SeqLM\n",
    "from transformers.adapters import LoRAConfig\n",
    "from transformers import TrainingArguments, AdapterTrainer, TrainerCallback\n",
    "\n",
    "# workaround for running this in the source tree, you usually don't need this\n",
    "try:\n",
    "    import wids\n",
    "except:\n",
    "    sys.path += [\"..\"]\n",
    "    import wids"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "15a5ac92",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:47.280950Z",
     "iopub.status.busy": "2023-12-18T07:53:47.280448Z",
     "iopub.status.idle": "2023-12-18T07:53:47.286439Z",
     "shell.execute_reply": "2023-12-18T07:53:47.285211Z"
    },
    "papermill": {
     "duration": 0.040107,
     "end_time": "2023-12-18T07:53:47.288080",
     "exception": false,
     "start_time": "2023-12-18T07:53:47.247973",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "def normalize_string(s):\n",
    "    \"\"\"Take a string and normalize it.\n",
    "\n",
    "    Normalization removes common typographic variants of punctuation characters\n",
    "    that would otherwise have to be learned explicitly by the model. It also\n",
    "    simplifies whitespace and removes long strings of punctuations used for\n",
    "    graphical effect.\n",
    "    \"\"\"\n",
    "    # start with Unicode normalization\n",
    "    s = unicodedata.normalize(\"NFKC\", s)\n",
    "    s = regex.sub(r\"[*@`]\", \"\", s)\n",
    "    s = regex.sub(r\"[\\u0027\\u2019\\u2018\\u201A\\u201B]\", \"'\", s)\n",
    "    # replace all single quotes with '\n",
    "    s = regex.sub(r\"[\\u0022\\u201C\\u201D\\u201E\\u201F]\", '\"', s)\n",
    "    # replace all double quotes with \"\n",
    "    s = regex.sub(r\"[\\u2013\\u2014\\u2012\\u2015-]\", \"-\", s)  # normalize dashes\n",
    "    s = regex.sub(r\"(\\p{P})\\p{P}+\", r\"\\1\", s)  # remove duplicate punctuation\n",
    "    s = regex.sub(r\"[^\\p{L}\\p{N}\\p{Z}().,?!:;'\\\"\\n-]+\", \" \", s)\n",
    "    s = regex.sub(r\"[ \\t]+\", \" \", s)\n",
    "    s = s.strip()\n",
    "    return s"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3d51e9ad",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:47.347188Z",
     "iopub.status.busy": "2023-12-18T07:53:47.346332Z",
     "iopub.status.idle": "2023-12-18T07:53:47.372858Z",
     "shell.execute_reply": "2023-12-18T07:53:47.371491Z"
    },
    "papermill": {
     "duration": 0.057484,
     "end_time": "2023-12-18T07:53:47.374678",
     "exception": false,
     "start_time": "2023-12-18T07:53:47.317194",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(\"Hello, worlR's biggest ballZ f-yarn!\",\n",
       " \"Hello, worl*'s biggest ball**f-yarn!\")"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Data augmentation. Actually, in this case, we generate a synthetic training sample from\n",
    "# a clean input string.\n",
    "\n",
    "replacements = list(\n",
    "    set(string.ascii_letters + string.digits + \" \" + \"\" + string.punctuation)\n",
    "    - set([\"*\"])\n",
    ")\n",
    "\n",
    "\n",
    "def degrade(s, prange=(0.05, 0.1), seed=None, special=\"*\"):\n",
    "    \"\"\"Generate training samples by degrading a string.\n",
    "\n",
    "    Our model is a sequence-to-sequence model that identifies the location of OCR errors in\n",
    "    a text string. It is trained on a synthetic dataset that contains pairs of strings, one\n",
    "    of which is a degraded string, and the other is the degraded string with errors marked\n",
    "    by asterisks. The model is trained to predict the location of the asterisks.\n",
    "    \"\"\"\n",
    "    seed = random.randint(0, 1000000) if seed is None else seed\n",
    "    rng = random.Random(seed)\n",
    "    s = normalize_string(s)\n",
    "    if len(s) < 2:\n",
    "        return s, s\n",
    "    for _ in range(100):\n",
    "        if rng.random() < 0.5:\n",
    "            # use regex to delete the first k words, where k is random between 1 and 2\n",
    "            # we do this because otherwise the model will flag lower case letters at the beginning\n",
    "            # of a string as errors\n",
    "            k = rng.randint(1, 4)\n",
    "            expr = r\"^([^\\p{Z}]+?\\p{Z}+){%d}\" % k\n",
    "            s = regex.sub(expr, \"\", s, count=1)\n",
    "        if len(s) > 1:\n",
    "            break\n",
    "    result = \"\"\n",
    "    target = \"\"\n",
    "    p = rng.uniform(*prange)\n",
    "    for c in s:\n",
    "        if c == special:\n",
    "            continue\n",
    "        if c != \"\\n\" and rng.random() < p:\n",
    "            r = rng.choice(replacements)\n",
    "            result += r\n",
    "            target += special\n",
    "        else:\n",
    "            result += c\n",
    "            target += c\n",
    "    result = normalize_string(result)\n",
    "    return result, target\n",
    "\n",
    "\n",
    "degrade(\"Hello, world's biggest ball-of-yarn!\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4df46190",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 66,
     "referenced_widgets": [
      "2fef623d5f084fd7a7a1f07e42ac7fc4",
      "9c09be22094c4abba08addf53bb27715",
      "90c8bbaedcef435cbdbc0c6804807f4f",
      "9633e77c8d6c450680cb622c749ae99c",
      "42bb04d17a56433a937d30c698d04bd1",
      "5400876660b942719efff2692f41c5f7",
      "7c848235ea82404aac8bc14815ae93f6",
      "c715257e30ac4ada83423c0ef54c1ea1",
      "1c925261032146c0ba84bc4f24490c69",
      "f69d3f75792e460b99a64a71e7676597",
      "e7ae8b1625f049e2a4cc96f53b5365f4"
     ]
    },
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:47.434666Z",
     "iopub.status.busy": "2023-12-18T07:53:47.433573Z",
     "iopub.status.idle": "2023-12-18T07:53:47.777887Z",
     "shell.execute_reply": "2023-12-18T07:53:47.776952Z"
    },
    "id": "31wgFjR_Q9tL",
    "outputId": "84bf7354-243e-410e-90e2-a0acaa356024",
    "papermill": {
     "duration": 0.376155,
     "end_time": "2023-12-18T07:53:47.780044",
     "exception": false,
     "start_time": "2023-12-18T07:53:47.403889",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# We use Flan T5 as the base model. Other models might work better.\n",
    "\n",
    "tokenizer = AutoTokenizer.from_pretrained(base_model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "c0f777af",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:47.840592Z",
     "iopub.status.busy": "2023-12-18T07:53:47.839978Z",
     "iopub.status.idle": "2023-12-18T07:53:47.847386Z",
     "shell.execute_reply": "2023-12-18T07:53:47.846107Z"
    },
    "papermill": {
     "duration": 0.039106,
     "end_time": "2023-12-18T07:53:47.849148",
     "exception": false,
     "start_time": "2023-12-18T07:53:47.810042",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# This is a helper function that takes a sample, unpacks it, applies the degradation,\n",
    "# and then returns a dictionary with the input_ids and the labels as required by Huggingface.\n",
    "\n",
    "\n",
    "def make_sample(sample, *, prange=(0.05, 0.1), seed=None, prefix=\"ocr-errors: \"):\n",
    "    \"\"\"Given a sample consisting of a clean text string, generate a training sample.\n",
    "\n",
    "    Args:\n",
    "        sample: a sample from the webdataset\n",
    "        prange: range of error probability\n",
    "        seed: random seed or None for random seed\n",
    "        prefix: prefix (prompt) to add to the input stringf\n",
    "    \"\"\"\n",
    "    clean = sample[\".txt.gz\"]\n",
    "    clean = normalize_string(clean)\n",
    "    text, target = degrade(clean, prange=prange, seed=seed)\n",
    "    text_ids = torch.tensor(\n",
    "        tokenizer.encode(prefix + text, max_length=512, truncation=True, padding=\"max_length\")\n",
    "    )\n",
    "    target_ids = torch.tensor(tokenizer.encode(target, max_length=512, truncation=True, padding=\"max_length\"))\n",
    "    return dict(input_ids=text_ids, labels=target_ids)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8353f2b1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:47.908212Z",
     "iopub.status.busy": "2023-12-18T07:53:47.907140Z",
     "iopub.status.idle": "2023-12-18T07:53:48.256120Z",
     "shell.execute_reply": "2023-12-18T07:53:48.254727Z"
    },
    "papermill": {
     "duration": 0.380732,
     "end_time": "2023-12-18T07:53:48.258082",
     "exception": false,
     "start_time": "2023-12-18T07:53:47.877350",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "https://huggingface.co/tmbdev/d-tokens/resolve/mai base: https://huggingface.co/tmbdev/d-tokens/resolve/main?download=true name: d-tokens nfiles: 392 nbytes: 1048596480 samples: 392000 cache: ./_cache\n"
     ]
    }
   ],
   "source": [
    "# This is really all that is WebDataset specific:\n",
    "# - we specify a URL for the JSON index file\n",
    "# - we specify a local cache directory\n",
    "# - we instantiate a ShardListDataset with keep=True\n",
    "# - we add the make_sample transform to the dataset\n",
    "# - we create a custom sampler that respects shard boundaries\n",
    "\n",
    "\n",
    "\n",
    "dataset = wids.ShardListDataset(\n",
    "    dataset_url, cache_dir=cache_dir, cache_size=int(1e10), keep=True\n",
    ")\n",
    "dataset.add_transform(make_sample)\n",
    "dataset[999]\n",
    "\n",
    "sampler = wids.ShardedSampler(dataset)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "442ba06b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:48.320523Z",
     "iopub.status.busy": "2023-12-18T07:53:48.319359Z",
     "iopub.status.idle": "2023-12-18T07:53:49.324388Z",
     "shell.execute_reply": "2023-12-18T07:53:49.323653Z"
    },
    "papermill": {
     "duration": 1.037803,
     "end_time": "2023-12-18T07:53:49.326384",
     "exception": false,
     "start_time": "2023-12-18T07:53:48.288581",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# This plot illustrates the behavior of the shard sampler: it generates a sequence\n",
    "# of samples from each shard in turn, and then moves on to the next shard.\n",
    "\n",
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "%matplotlib inline\n",
    "plt.subplot(121)\n",
    "plt.plot(list(sampler)[:10000])\n",
    "plt.subplot(122)\n",
    "plt.plot(list(sampler)[:500]);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f6c22074",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 113,
     "referenced_widgets": [
      "ffc4fd9d699b4bd3bec403772107406b",
      "2e4dcaa1854f417790374e560521d6f9",
      "6695ffc1af3847d393fd5b0838a1b890",
      "997e00dc1cff48d9812b47e3797faa0b",
      "a4cfd0d77cca4d89aa902717283879c9",
      "3a13f99c825b45398dab356e757728f1",
      "23f3fb5b6dd84b239ec5dc16a7b420e3",
      "9c6935495fde4e74bce240581d662e95",
      "130d592203a74f39b94c56318e48ebf5",
      "5e5f86bb277f4553a358bacffa1af46c",
      "574deb37ac564f9abbdacf9bf1038956",
      "880fc56423f747a5a01f1324af36d3f7",
      "61be825368174eba884b006be7981d1f",
      "27e13766bb5b4f14aee24666ae944541",
      "c0c235cd37dd4e02b00285a01b2732fd",
      "b1964aaf39134b4f8e4a0cec5a0ce98c",
      "d032999778ed4b10b2047a5370eb6f93",
      "b4f1808cb44e4c84b8007ece563ee6d7",
      "5ef8af5852c84f588814383d33669b0d",
      "ef663c8896d44af9af493e620c6c0f65",
      "75473ada9e404418bc67922b42bdfc74",
      "88409e38294f4c8e89e96d9b054a2dd8",
      "95757594adcf4fabae0cc35071e38717",
      "85005a35543041069ca30afb762b794d",
      "9b25208bff1c44a7aeae5a04faabc376",
      "fdda278ea36048a5a5b94a88641c6424",
      "6b0a3940833545758d26c96df5b3370b",
      "0408f39d800342909bc815f976935edf",
      "3ec3ffcf430d4c83806949465284b5c4",
      "5c90bd25a1704e749b45dd9fede94e20",
      "b18965620caf4517a9d2e90bf3d17b21",
      "53e19bae664d44868bbe9d7f151b0799",
      "8327e1ed3dfe414c93b68fda46e1e2c2"
     ]
    },
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:49.421379Z",
     "iopub.status.busy": "2023-12-18T07:53:49.420805Z",
     "iopub.status.idle": "2023-12-18T07:53:51.983699Z",
     "shell.execute_reply": "2023-12-18T07:53:51.982719Z"
    },
    "id": "pOJZ5csK6qXO",
    "outputId": "9ce1aa5c-8c40-482e-e8f3-bb4972fb7d1e",
    "papermill": {
     "duration": 2.605053,
     "end_time": "2023-12-18T07:53:51.986583",
     "exception": false,
     "start_time": "2023-12-18T07:53:49.381530",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Standard Hugginface LoRA setup.\n",
    "\n",
    "# start with the pretrained base model\n",
    "model = AutoModelForSeq2SeqLM.from_pretrained(base_model)\n",
    "\n",
    "# set the parameters for LoRA\n",
    "config = LoRAConfig(\n",
    "    r=8,\n",
    "    alpha=16,\n",
    "    # use it on all of the layers\n",
    "    intermediate_lora=True,\n",
    "    output_lora=True,\n",
    ")\n",
    "\n",
    "# make a new adapter for the xerr dataset\n",
    "model.add_adapter(\"xerr\", config=config)\n",
    "# enable the adapter for training\n",
    "model.train_adapter(\"xerr\")\n",
    "model.set_active_adapters([\"xerr\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d9d599b9",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 401,
     "referenced_widgets": [
      "83225f36c7e948e5a5d618b517e4e092",
      "3fa602025e14472b8d2f3b9608d716ca",
      "536b3fb16b664cd18af25775423cf583",
      "e4762729bac84419a4a94760afad7662",
      "7738023541bc40f98b04415923344be4",
      "2717e540954143778d58fdf3b4bfe09c",
      "1ccb010546734adeb7b2a975c67b0b38",
      "cca818f4ab5b4992afe06339bfeeeaf8",
      "b36b7dd35d364aeb9675c8cac54db169",
      "bf3a8a322380458a8972a0a91d1dc1f4",
      "241f073814c645819ce55984ed6d0ac6",
      "acdd34d9c3e347d090d63726366a60f0",
      "d54f5f7b3cb4408db8f054197ad67eb8",
      "b2b85743e26543fe86c8d4d32f90d4a9",
      "101ea88f323a4b458225bcf714eb7142",
      "9152382a83bf40f9ba6e33b8eace956f",
      "ac2dfbc55dfb4a23b93617394fec6c0d",
      "50927a7c2f1c4e3c919185d755ab69a1",
      "ad4970e38acc4e66a9c035ce074e069e",
      "ac369bd165e14a788793619e0f75f925",
      "c5107bc98cb446fdbde7fc0664cab078",
      "e7bcb57bf9554957afe1e41de5430936",
      "693231f5c1cd4318abc7bef283bc37a3",
      "dc14cf82c80249bbac6d0f82a7af5096",
      "fc1bacf08b154023bb369a56471d1cf4",
      "8b8b1f6c3a1646fe98f565aae5b1575e",
      "e6ccceb1910240f49f7821ea128aeec4",
      "bbc2ea0087cd4344bc010926ad1e110d",
      "a445cc22f11c4a4daa66faaa507ecc33",
      "323434f8cc0a4f8b9adef878db074565",
      "f1446bd86d3442d0888c55666d4bb75f",
      "0201b91d1fe6424ba6a828f47d8f9ea0",
      "1af6fd85ffb044ffa1af7fd16eeaa93e",
      "848880993ca44921ac63de16ed51e625",
      "d9c54deb9f004c3dba54008e086e143e",
      "d2b3cb9dc7ff43a884be88ddd76d0380",
      "81d62007a299456bb209c9da685438a0",
      "1baea51074ef47d3868d3aec3caff1aa",
      "108379c15a5646829b70a75bf0307861",
      "29c5202cc59048338ffda95e998483fa",
      "26ab2283c46a47cda9f474bd359c84cc",
      "5648b6845fe344888a80bbf9ab26ffea",
      "53ec02a72b974b94a9bfeceb7c15382b",
      "70582c948d50428d8bfb2e276ab33e6f",
      "d4caec0dca8b4508b3ca9ec32cd18081",
      "89275386db4d45a2a3027e9d2dea59a2",
      "36cf81aef97b4b59a37a217018fd59b1",
      "f5e4a8185c0d450bb54bec7872f70545",
      "d6b3fd3fd0df4b4aabe3b70578b13c07",
      "e7f796ff99704376b5f85021e382b070",
      "036b18e3cfd6478daa4e2324a8b531f0",
      "2c63ff8b107142c58f4b3e2e825a214e",
      "d3ca7e740b7a488d846dce99c15eb7ae",
      "4c53153df5f54c7c819bd33a678e2021",
      "52501040b62a4f77af745b57dca66529",
      "a87e553fffdb40288b0ede2271f99a87",
      "196047ab9e114be48b86766a273f16a8",
      "c57b7c818f8f41329a096b5c379336f4",
      "aff6371c76e34328abb113eda788e12a",
      "3ec6193b440c43628885f8f17a0798e7",
      "c8551c81a0e741adbca08df55fae880c",
      "d0afc66cc5a041acbb07b1d833a1e29e",
      "2cbed844fdc84f7f89b929ca3bd25ba6",
      "71a25ce4292e41bc96883fcbabd64c3f",
      "08b9e9503fb043d390fb865dae665663",
      "0c5f411d09d94360a9384ea61028a96f",
      "c268b9f0a8474368b49275b090414843",
      "4a140034225d4fe49b63497e6ca9cfb2",
      "9484dfa2ac664cb9b38f2f07c8c40692",
      "e407896b07bc43c2bcfacdfdf1509954",
      "e8d2f2df4bf647b189a557defe7a56de",
      "23397e0773624d0d97c89d881b11616b",
      "aeeb029a6ff446f7b5a7c67298aa459f",
      "7f4c7e92532c4633902bb77332568590",
      "a3f4dc381c4e4ce893f7ee5c302e6dc8",
      "96c8643717aa43b3b505e66492f32c34",
      "89507466f1f542bb9f25c615357e5e38",
      "6e1ae29bff6c47caa907e975855187a3",
      "2e6885f9f7eb4461814b70186b0eef48",
      "9a964e858b8e439badfc8d49d488a28b",
      "61cbe421c756427797ba4c61864c729b",
      "e49fe2adabcd4181827810f75ab5b201",
      "566886550afd40bead264d9d182285c6",
      "a1e72e1ebc38446ab3b390699d354055",
      "a69744fa69c5477eb1f13af9d76f111f",
      "d0df819d364b4825ba88abe07f80ad22",
      "2b3e3a1a10df48dca35c11e242dbf7f2",
      "47204bed6f7c4439b865252324168269",
      "59b26fc9d3624c4ebd31e3c732d8012d",
      "a81db4120dac4ef69e5c3bdda25d95f2",
      "9d0a31c5056346a59edfefa47f31152a",
      "69df7ef5c3624339948215e36fb86dd1",
      "6d133ff452a94386810d7f28f9f46fc5",
      "4680f4fd436a4562826557df3ba62b6d",
      "75189652bd854e8bb5e7984290a4dffa",
      "f38a1ee5ac244d4eb54bc5271ec7e9dc",
      "4a7556444f284e73899a850743991fd6",
      "d356cc4415d34f2fa60f22a74c57edd3",
      "353ebee2887a4fefb75c3d1f69f19618",
      "d24967aefdc8432abf2d886c96010593",
      "60aaa26ec59c4dd0bf7afa5af873cc77",
      "0ecede2e730e4079b5c702b6e71bd7e7",
      "63107c80466443ab84649340fce9e913",
      "8d05642815be42af90e346a31d0aa424",
      "7f155f34fc664602befbe27f1ca118f5",
      "c1c98bec47144d7283e54d19afba8bf9",
      "7db6484c145148cda285f47ddd08e9dd",
      "b2aa07807336405da7ed55c5fc79fc05",
      "f70db352edf94a50a43182cf4dddfc0e",
      "386f804a080c499c8dedc54cf1375fdf",
      "c696d931ec04434a83c37663526b33cb",
      "87c85326e4554eca9cb87700e068ad97",
      "9e50d77d66b045fab4dd4de430458b37",
      "6b555a521ed8436881df1cbee5707e6d",
      "1979baec87cb4a119494e0b22fa4f48a",
      "f8cf77e0699345cbb4a37d8d38367f13",
      "751bc155088e4ea49365c9104eec5e1e",
      "94674bff84824240a8d6803c3c44f740",
      "799c5826b4ef4c1287f52ffd02228604",
      "e4f5e8c1bbc546deb86d22f5a89581bf",
      "cf8d23b018954f71b6975e93575f72bc",
      "36fa421b0b4341b28e996ffc07b38c31",
      "d78e95fa36794e62a533cbce94c98b9e",
      "593aedc34f444f9ca76bdd7cb2fabd1a",
      "58a71c672b834b99a807f189b94c3571",
      "dd2bc72883b24f8390a3997f3e3de679",
      "712e3a79b2354b528eee5d92a7820748",
      "201f04f7c989420d9200fc244b2196ee",
      "d068feaba2294d50b4ceb67aba16f64f",
      "b0206d540b2f49ea914dff7e7a38134e",
      "df3439fddeef4ce4be32c3d6b34c3ca2",
      "c6e2910491ee41c493ce45e1e2f6cb59"
     ]
    },
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:52.093952Z",
     "iopub.status.busy": "2023-12-18T07:53:52.093397Z",
     "iopub.status.idle": "2023-12-18T07:53:53.950629Z",
     "shell.execute_reply": "2023-12-18T07:53:53.950036Z"
    },
    "id": "feiy35AK6r7D",
    "outputId": "8d228c18-79b8-4ad9-b3c7-c307c833d9c8",
    "papermill": {
     "duration": 1.900003,
     "end_time": "2023-12-18T07:53:53.953113",
     "exception": false,
     "start_time": "2023-12-18T07:53:52.053110",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "max_steps is given, it will override any value given in num_train_epochs\n"
     ]
    }
   ],
   "source": [
    "# Standard Huggingface adapter training, except for the custom sampler.\n",
    "\n",
    "training_args = TrainingArguments(\n",
    "    learning_rate=learning_rate,\n",
    "    num_train_epochs=epochs,\n",
    "    per_device_train_batch_size=batch_size,\n",
    "    per_device_eval_batch_size=batch_size,\n",
    "    logging_steps=2000,\n",
    "    save_steps=5000,\n",
    "    output_dir=\"./training_output\",\n",
    "    overwrite_output_dir=True,\n",
    "    remove_unused_columns=False,\n",
    "    max_steps=max_steps,\n",
    ")\n",
    "\n",
    "# create the trainer\n",
    "trainer = AdapterTrainer(\n",
    "    model=model,\n",
    "    args=training_args,\n",
    "    tokenizer=tokenizer,\n",
    "    train_dataset=dataset,\n",
    "    # eval_dataset=OCRDataset(\"test\", maxsize=100),\n",
    ")\n",
    "\n",
    "# to set the sampler, we override the get_train_sampler method\n",
    "# Huggingface doesn't provide a better way to do this\n",
    "\n",
    "trainer._get_train_sampler = lambda: sampler"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "dffaee4c",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 843
    },
    "execution": {
     "iopub.execute_input": "2023-12-18T07:53:54.058392Z",
     "iopub.status.busy": "2023-12-18T07:53:54.057983Z",
     "iopub.status.idle": "2023-12-18T08:03:34.003071Z",
     "shell.execute_reply": "2023-12-18T08:03:34.002502Z"
    },
    "id": "JGWciVuR6tCg",
    "outputId": "d54a7456-4149-40f5-fdd9-d7b1effc64c3",
    "papermill": {
     "duration": 579.988853,
     "end_time": "2023-12-18T08:03:34.007432",
     "exception": false,
     "start_time": "2023-12-18T07:53:54.018579",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/tmb/proj/webdataset/venv/lib/python3.10/site-packages/transformers/optimization.py:306: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use the PyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "***** Running training *****\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  Num examples = 200\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  Num Epochs = 9223372036854775807\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  Instantaneous batch size per device = 1\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  Total train batch size (w. parallel, distributed & accumulation) = 2\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  Gradient Accumulation steps = 1\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  Total optimization steps = 100\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  Number of trainable parameters = 1966080\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "You're using a T5TokenizerFast tokenizer. Please note that with a fast tokenizer, using the `__call__` method is faster than using a method to encode the text followed by a call to the `pad` method to get a padded encoding.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/tmb/proj/webdataset/venv/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n",
      "  warnings.warn('Was asked to gather along dimension 0, but all '\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "    <div>\n",
       "      \n",
       "      <progress value='100' max='100' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
       "      [100/100 09:28, Epoch 1/9223372036854775807]\n",
       "    </div>\n",
       "    <table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       " <tr style=\"text-align: left;\">\n",
       "      <th>Step</th>\n",
       "      <th>Training Loss</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table><p>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "Training completed. Do not forget to share your model on huggingface.co/models =)\n",
      "\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "TrainOutput(global_step=100, training_loss=5.408470458984375, metrics={'train_runtime': 579.5775, 'train_samples_per_second': 0.345, 'train_steps_per_second': 0.173, 'total_flos': 138159430041600.0, 'train_loss': 5.408470458984375, 'epoch': 1.0})"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Run the bulk of the training.\n",
    "\n",
    "trainer.train()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "341b98b8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-18T08:03:34.117346Z",
     "iopub.status.busy": "2023-12-18T08:03:34.117097Z",
     "iopub.status.idle": "2023-12-18T08:05:51.321916Z",
     "shell.execute_reply": "2023-12-18T08:05:51.321125Z"
    },
    "papermill": {
     "duration": 137.246903,
     "end_time": "2023-12-18T08:05:51.325139",
     "exception": false,
     "start_time": "2023-12-18T08:03:34.078236",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0]\n",
      "Input:  , or more info-obCthe item.\n",
      "Output: ocr-errors:, or more info-ob C The item.\n",
      "Label:  , or more info*o**the item.\n",
      "---\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1]\n",
      "Input:  something ood happec to you when yougsee it. kuw ight be tempte6 to believe that this is just aDty9ical eK sode of StrangervThingsDdAut whaF should you take away from the movie Here's how: Here's what's happening: In \"The Man WiQ, The Dr6gon Tattoo, weXsee Wi.l's cfar cter, the vig lantegvigilante' go to take revenge 5Fth a ig, fat, fat red Aword, but that's lessEof a sword now, is itM Will sees a big red)sworb that hasjbeen choppZd and thrSwn into a riverOof blo d and estruction in oider to stop The Collector as well as the monste3 Kizler Croc: Will uses the sword, but hI is surprised when -t ends up on his face and;has:a small sTar on his forehead, but wh n he comes out1the secend he see6 the red sword, it's -one: Will says things,likeW \"GodU I wish I couldg ee you guys kill other people. I don't cade what you aqe.QYou're all I care about, is y u? but Will doesn't actAallyCwant to6do that. Instead, he goes and does a giant thing thathe called \"thB man's sword\" and when the guyslooks at it and ses it's blue on his face, it's gone: We see the guy who wants tE 1o kill a giant red sw7rd, b6y tje one who wants to sLoot(The Collector's weapon and gets the go)head (for himself) but the monster gets it too. Will comes out 0f nowhere, as does his;evilTuncle, and the sword is left in ide the river of blood, wa!h t e guy that won't let The CoA\n",
      "Output: ocr-errors: something ood happec to you when yougsee it. kuw ight be tempte6 to believe that this is just aTty9ical eK sode of StrangersDdAut whaF should you take away from the movie Here's how: In \"The Man WiQ, The Dr6gon Tattoo, we've seen Wi.l's cfar cter, the vig ng eg neg rswn into a riverOof blo d and esid into oider to stop The Collector as well as the monste3 Kizler Croc: Will uses the sword, but hI is surprised when -t ends up on his face and;has:a small sT on his forehead, but wh n he comes out 1the secend he see6 the red sword, it's -one: Will says things,likeW \"God I wish I couldg ee you guys kill other people. I don't cade what you aqe.QYou're all I care about, is y u? but Will doesn't actAally want to6do that. Instead, he goes and does a giant thing thathe called thB man's sword.\n",
      "Label:  something *ood happe* to you when you*see it. **u**ight be tempte* to believe that this is just a*ty*ical e**sode of Stranger*Things***ut wha* should you take away from the movie* Here's how: Here's what's happening: In \"The Man Wi** The Dr*gon Tattoo, we*see Wi*l's c*ar*cter, the vig*lante*vigilante* go to take revenge **th a *ig, fat, fat red *word, but that's less*of a sword now, is it* Will sees a big red*swor* that has*been chopp*d and thr*wn into a river*of blo*d and *estruction in o*der to*stop The Collector as well as the monste* Ki*ler Croc: Will uses the sword, but h* is surprised when *t ends up on his face and*has*a small s*ar on his forehead, but wh*n he comes out*the sec*nd he see* the red sword, it's *one: Will says things*like* \"God* I wish I could**ee you guys kill*other people. I don't ca*e what you a*e.*You're all I care about, is y*u? but Will doesn't act*ally*want to*do that. Instead, he goes and does*a giant thing that*he called \"th* man's sword\" and when the guy*looks at it and s*es it's blue on his face, it's gone: We see the guy who wants*t* *o kill a giant red sw*rd, b** t*e one who wants to s*oot*The Collector's weapon and gets the go*head (for himself) but the monster gets it too. Will comes out *f nowhere, as does his*evil*uncle, and the sword is left in*ide the river of blood, w**h t*e guy that won't let The Co*le*t\n",
      "---\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2]\n",
      "Input:  ten. LindMey Grah:m made aVvold, but shar8-sightEd, psoposal Tue daylnight: anning high-end cggnrs. Graham, a Massachusetts Democrat wh, has been vocal in8the past abou banning a numbe? of high-end cigSrs, proposed that he is ue strict Iuidelines for dhd arketing cigaos to be made at the state tobacco control lant. Such guidelines requife that most of the cigars be Dmported and labeleR as hig4-quglity. Under Graham's plan, thisZrequM,ment would be lifted \"only when an edditional price is requvred,tor (he tobacco is so expensive t1 produce andOsold ha7 its sales will exceed thac of the Cirst and firs2 and thi)d -raEeo of cigars in the range Nnd priGe range available. Graham's!move comes after the U.S. Treasury decided2to raise the Wrice of legal Bighs to 9.99 a pack this past winter, settiHg off a domino effect in the poicing of much of tkeRhifh-end cigary market. gtory Continued celc Rel ted Story: The Cigar Politics of the U.S. Cigar Industry (Marijuana and Alcohol) Graham said he was happy w5th the decision, whice also6appears to push up the priceQf legal highF. \"I suppgrt this move, Fut I know this isn't an exact scieJce, Graham said at th, State uapitol.U\"As I said, I hope they gbt t3e tobacco indu?trF and the New England tobacco control plSnt a litZle bit of aTboost. Bhe Ne. Hampshire senator's bold plan comes amid growing ques ions about the legality\n",
      "Output: ocr-errors: ten. LindMey Graham:m: made aVvold, but shar8-sightEd, psoposial Tue daylnight: anning high-end cggs. Graham, a Massachusetts Democrat who, has been vocal in the past abou banning a numbe? of high-end cigs, proposed that he is ue strict Iuidelines for dhd arketing cggs to be made at the state tobacco control lant. Such guidelines requife that most of the cigars be Dmported and labeleR as hig4-quglity.\n",
      "Label:  *en. Lind*ey Grah*m made a**old, but sh*r*-sight*d, p*oposal Tue*day*night: *anning high-end c*g*rs. Graham, a Massachusetts Democrat wh* has been vocal in*the past abou* banning a numbe* of high-end cig*rs, proposed that he is*ue strict *uidelines for *h* *arketing ** ciga*s*to be made at the state tobacco control *lant. Such guidelines requi*e that most of the cigars be *mported and labele* as hig*-*u*lity. Under Graham's plan, this*requ***ment would be lifted \"only when an**dditional price is requ*red,*or *he tobacco is so expensive t* produce and*sold *ha* its sales will exceed tha* of the *irst and firs* and thi*d *ra*e* of cigars in the range *nd pri*e range*available. Graham's*move comes after the U.S. Treasury decided*to raise the *rice of legal *ighs to 9.99 a pack this past winter, setti*g off a domino effect in the p*icing of much of t*e*hi*h-*nd cigar* market. *tory Continued *el** Rel*ted Story: The Cigar Politics of the U.S. Cigar Industry (Marijuana and Alcohol) Graham said he was happy w*th the decision, whic* also*appears to push up the price**f legal high*. \"I supp*rt this move, *ut I know this isn't an exact scie*ce, Graham said at th* State *apitol.*\"As I said, I hope they g*t t*e tobacco indu*tr* and the New England tobacco control pl*nt a lit*le bit of a*boost. *he Ne* Hampshire senator's bold plan comes amid growing ques*ions\n",
      "---\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[3]\n",
      "Input:  The Washington Post) Pres dent-elect Don ld TrYmp on Sanurdad,toZk no exception to ru4ning )n advertis8ment2mocking the (lint ns, is the president-elect 7:ok his pick ofda Democratic donor for ahe 2316 White H0use race. Donald Trump madesnewE hen heBsent ;is fu lXmSssage to,he media Kh rsday saydng e supports Clin on beH7use \" he is the one persYn whU kno s this. She said she has n prDblem ghing after crim)nals Dnd she hjs a lot of respect Cor the C?intons. In some ways, Trump's pos(tion on Cli!ton ppLars mo5e in 4ine with those:of his7boss, Hillary ClinHon. After all, during his time the Whit( House, he was de?cribed Ns a \"good ol' boy\" by many. Evenlthoughhhe supported Obaa, Trums hVs not enO0rs4dfClinL n. he ad was just the Kahest in a string oY late-night attacks uy Trump against DemEcrats2 bo4h nationally aFd 8nternationally.qIn Novembe- theCTrump campaign released a vidfo that featurId Trump?sayin that (hC electi\"n is over becadseX\"millions\" of people csuld nut grust 'oters. Trum4 was sked last month to weizh in on Tditter after the FBa released a serier of emails and memosD rom35lilXon andlherMstaff shohing tEat Cl!nt3naused 9rivate emaCl serve to coUduct govennment?usiness whi e at the State ge\n",
      "Output: ocr-errors: The Washington Post) Pres dent-elect Don ld TrYmp on Sanurd,tozk no exception to ru4ning )n advertis8ment2mocking the (lint ns, is the president-elect 7:ok his pick ofda Democratic donor for ahe 2316 White H0use race. Donald Trump madesnewE hen heBsent ;is fu lXmSssssage to,,he media Kh rssssage to,,he media Kh rssssssage to,,he media Kh rsday saydng e supports Clin on beH7use \" he is the one persYn whU kno s this. She said she has a prDblem ghing after crim)nals Dnd she hjs a lot of respect Cor the C?intons. In some ways, Trump's pos(tion on Cli!ton ppLars moe in 4ine with those:of his7boss, Hillary ClinHon. After all, during his time the Whit( House, he was de?cribed Ns a \"good ol' boy\" by many. Evenlthoughhhe supported Obaa, Trum's hVs not enO0rsdfClinL n. he ad was just the Kahest in a string oO late-night attacks uy Trump against Demecrats2 bo4h nationally aFd 8nternationally.qIn Novembe- the CTrump campaign released a vido that furId Trump?sayin that (hC electi\"n is over becadseX\"millions\" of people csuld nut grust 'oters. Trum4 was sked last month to weizh in on Tditter after the FBa released a serier of emails and memosD romlililXon andlher Staff shohing tEat Cl!nt3naused 9rivate emaCl serve to coUduct govennment?usiness whi e at the State\n",
      "Label:  The Washington Post) Pres*dent-elect Don*ld Tr*mp on Sa*urda**to*k no exception to ru*ning *n advertis*ment*mocking the *lint*ns, *s the pr*sident-elect **ok his pick of*a Democratic do*or for *he 2*16 White H*use race. Donald Trump made*new* *hen he*sent *is fu*l*m*ssage to *he media *h*rsday say*ng *e supports Clin*on be**use \"*he is the one pers*n wh* kno*s this. She said she has n* pr*blem g*ing after crim*nals *nd she h*s a lot of respect *or the C*intons. In some ways, Trump's pos*tion on Cli*ton *pp*ars mo*e in *ine with those*of his*boss, Hillary Clin*on. After all, during his time ** the Whit* House, he was de*cribed *s a \"good ol' boy\" by many. Even*though*he supported Oba*a, Trum* h*s not en**rs*d*Clin**n. *he ad was just the *a*est in a string o* late-night*attacks *y Trump against Dem*crats* bo*h nationally a*d**nternationally.*In Novembe*, the*Trump campaign released a vid*o that featur*d Trump*sayin* that *h* electi*n is over beca*se*\"millions\" of people c*uld n*t *rust *oters. Trum* was *sked last month to wei*h in on T*itter after the FB* released*a serie* of emails and memos**rom**li**on and*her*staff sho*ing t*at Cl*nt*n*used *rivate ema*l serve* to co*duct gove*nment *usiness whi*e\n",
      "---\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[4]\n",
      "Input:  Zhe first \"Giant B5mb\" is paannedStt xtrike from n old baseesouth of Fort Meade on the edge of the Great 6akes. The plan also calls for 3 bilciZn in investmenn in 5nfrastructure and new tunnelsw Pncluding n(w power substations. If approved, the cost of the Mroject would8be 14.6 billioV, bJt that's a new lo since two nuclear power plants in Ohio alone were operating. Bato Rouge if expected to r'cjive 17.5dbillion from the federal government, 12p5 billion fromUpriva9e do2ations and 4.1 bil4ion from private zrants. The Ne Yorq Cidy Nuc6e r tnergyNAssoLiatiZn woulA also receive 4 mill\"on from the federal governmeng, 2 million from priGate onations and 3.3 mill9on froo the state and federal gouernrents. But other prUject: are t\" be financed not just by2the pri ate sector, ut xlso by theestate aUd federal governments. Batok Rou e's propoLed expansi2n of the Green Run Pill allow n clear ptwer plants across the state to be upgraded. And whilecit is far f5om certain that a new nuclear powerlplant Sould be built in the foUmer nuclear plant, twere is some hoSe t6ere arJ still lots of jobs in the area. For exa ple Buell has been working on developing a neF generationrof readtors Xhat uaO molteh gold th!t can be heated up using the process. Gfficials Bre p a ning to inRtall 100 megawatts of watTr heating capacity at the new Nucrear Gene9ating Station at the North Sho e and the nearby NeD Mexico PoQer Plant, which is expected to be fomplete9\n",
      "Output: The plan also calls for 3 bilciZn in investmenn in 5nfrastructure and new tunnels bJt that's a new lo since two nuclear power plants in Ohio alone were operating. Bato Rouge if expected to r'cjive 17.5dillion from the federal government, 12p5 billion fromUprivae do2ations and 4.1 bil4ion from private zrants. The Ne Yorq Cidy Nuc6e r tnergy NAssoLiatiZn woulA also receive 4 mill\"on from the federal governmeng, 2 million from priate onations and 3.3 mill9on froo the state and federal gouerrents. But other pruject: are t\" be financed not just by the pri ate sector, ut xlso by theestate ad federal governments. Batok Rou e's propoLed expansin of the Green Run Pill allow n clear ptwer plants across the state to be upgraded. And whilecit is far f5om certain that a new nuclear powerlplant Sould be built in the foMER nuclear plant, twere is some hoSe t6ere arJ still lots of jobs in the area.\n",
      "Label:  *he first \"Giant B*mb\" is p*anned*t* *trike from *n old base*south of Fort Meade on the edge of the Great *akes. The plan also calls for 3 bil*i*n in inv*stmen* in *nfrastructure and new tunnels* *ncluding n*w power substations. If approved, the cost of the *roject would*be 14.6 billio*, b*t that's a new lo* since two nuclear power plants in Ohio alone were operating. Bato* Rouge i* expected to r*c*ive 17.5*billion*from the federal government, 12*5 billion from*priva*e do*ations and 4.1 bil*ion from private *rants. The Ne* Yor* Ci*y Nuc*e*r *nergy*Asso*iati*n woul* also receive 4 mill*on from the federal governmen*, 2 million from pri*ate *onation* and 3.3 mill*on fro* the state and federal go*ern*ents. But other pr*ject* are t* be financed not just by*the pri*ate sector, *ut *lso by the*state a*d federal governments. Bato* Rou*e's propo*ed expansi*n of the Green Run *ill allow n*clear p*wer plants across the state to be upgraded. And while*it is far f*om certain that a new nuclear power*plant *ould be built in the fo*mer nuclear plant, t*ere is some ho*e t*ere ar* still lots of jobs in the area. For exa*ple* Buell has been working on developing a ne* generation*of rea*tors *hat u** molte* gold th*t can*be heated up using the process. *fficials *re p*a*ning to in*tall 100 megawatts of wat*r heating capacity at the new Nuc*ear Gene*ating Station at the North Sho*e and the nearby Ne*\n",
      "---\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[5]\n",
      "Input:  How are these changes affPctTngBPGP us rs? These changes sre aimed at reAucing privacy concerns for PGP users using a centralized system and centrali ed PGP seEver: TherQ'swsome co fusAon?in regard to how PGP data i sent Qcross PGP networks. A lot jf seVs want th4ir PGP addresses to be sent through the PGP network,3but if -hey want to use the PGP network dir ctly (see 'In the case of dat accessed PG nodes, below) there have been no changes made to how these aDdresses are sent. This means that even though, fof example,we cFn sendXPGP data, weMcan't send it over 2his network because the P P network has an insecure network certificate (such as RSA) so we cpn't actuallyPsynd it to-our users' PGP acoount. IU bow apbears as though t3ey are allowing PGP c ients to \"do all of the work of their PGP clie ts\" (this is not the case in the case(of non-PGP cPients4like Gmail userd. We a e working to address this and are asking users to ke;p their PGL logs. How PGP transactions work, and wPgt we k4oq about theB RGP was announceS in arly August 2012. In an up ated email (subtitled \"Mig'ation fro PGP to the Next Generation\" As alwa s, PGP can be use' for a variety of legitimate uses, from vlrifying a message, sendingAmesVage with multiple peHRle o\" documents, and more. The first announ 3ment of PGP in the early days was at thO start of the year, and we were a little3bit surpriQed to hqar that \"PGP transaction \" would get more attention. Peoplemwere happy to\n",
      "Output: ocr-errors: How are these changes affPcttngBPGPRS? These changes sre aimed at reAcing privacy concerns for PGP users using a centralized system and centrali ed PGP seEver: TherQ'swsome co fusaon?in regard to how PGP data i sent Qcross PGP networks. A lot jf seVs want th4ir PGP addresses to be sent through the PGP network,3but if hey want to use the PGP network dir ctly (see 'In the case of dat accessed PG nodes, below) there have been no changes made to how these aDarths are sent. This means, that even though, fol example,we cFn sendXPGP data, we can't send it over his network because the P P network has an insecure network certificate (such as RSA) so we cpn't actuallyPsynd it to-our users' PGP acoount. IU bow apbears as though t3ey are allowing PGP c ients to \"do all of the work of their PGP clie ts\" (this is not the case in the case(of non-PGP c ients\" like Gmail userd. We a e working to address this and are asking users to ke;p their PGL logs. How PGP transactions work, and wPgt we k;p about theB RGP was announceS in arly August 2012. In an up ated email (subtitled \"Mig'ation fro PGP to the Next Generation\" As alwa s, PGP can be used' for a variety of legitimate uses, from vlrifying a message, sendingAmesVage with multiple peHRle o\" documents, and more. The first announment of PGP in the early days was at thO start of the year, and we were a little**bit surpriQed to hqar that \"PGP transaction \" would get more attention. Peoplemwere happy to...\n",
      "Label:  How are these changes aff*ct*ng*PGP us*rs? These changes *re aimed at re*ucing privacy concerns for PGP users using*a centralized system and * centrali*ed PGP se*ver* Ther*'s*some co*fus*on*in regard to how PGP data i* sent *cross PGP networks. A lot *f *se*s want th*ir PGP addresses to be sent through the PGP network,*but if *hey want to use the PGP network dir*ctly (see 'In the case of dat*-accessed PG* nodes, below) there have been no changes made to how these a*dresses are sent. This means that even though, fo* example,*we c*n send*PGP data, we*can't send it over *his network because the P*P network has an insecure network certificate (such as RSA) so we c*n't actually*s*nd it to*our user*' PGP ac*ount. I* *ow ap*ears as though t*ey are allowing PGP c*ients to \"do all of the work of their PGP clie*ts\" (this is not the case in the case*of non-PGP c*ients*like Gmail user*. We a*e working to address this and are asking users to ke*p their PG* logs. How PGP transactions work, and w**t we k*o* about the* *GP was announce* in *arly August 2012. In an up*ated email (subtitled \"Mig*ation fro* PGP to the Next Generation\" As alwa*s, PGP can be use* for a variety*of legitimate uses, from v*rifying a message, sending*mes*age* with multiple pe**le o* documents, and more. The first announ**ment of PGP in the early days was at th* start of the year, and we were a little*bit surpri*ed to h*ar that \"PGP transaction*\" would get more attention.\n",
      "---\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[6]\n",
      "Input:  hear ycu, th) f lks over at XOXO are in awe of the new9ZTE Z7700 S2ries by OnePlus. They're giving the s.lcs ofVthe flags-ip0to journalists as parY of tle event's festiviti9s, and you can listenUto more atSthe end of the video below. This review is a compilation of some o nePlus's new productsDfrom the 2014,ZTE Z7700 a2d Z1 Tablet, includixg many of ghe most interestin and important onee. Read on f r muQh more. Readhour re1iew of onePl sUZ7700 6eries in pMctu,e below. Note: This r view assumes that yeueari ; s,artpho)e reviene4 of OnePluD. We Yannotjgua!antee tha0 you wikl be a good Jan of)OnePlus orZits products. Rrad our wew guide to phones, reviews and evenTdevices on the OneW;us Z7700 Series. The Z7700 Series Pair with thPKZ7700 Se ies Thj Z77 0TSeriQs features four quad)core Snapdragon SY quad-c1re CPU cores on topiof a clocked 800MHz Cortex A57 clocke3 a2 1 5GHz asvisXthb standar for all OnePlus devices. Qualcomm Snapdrago 805 MSM897Y quad core chi7 with 2!B of RWM and 3GB of GDDR5 RAM. QuQlcomR Snapdragon 805 MS.8975 uad-core processor, GB of RAM and 2GB Jf GDDR5 RAM. Qualcomm SnapdragoC 80 MSMQ9 5 Quad-core processdr, 2GB of RAM and 2GB of GDDR5 RAM whth 2GB of RAM and 2GB of memory running at 2.0G z. The Z7700 S2ries al\"o comes with its own 5icroSD caud slot\n",
      "Output: ocr-errors: hear ycu, th) f lks over at XOXO are in awe of the new ZTE Z7700 by OnePlus. They're giving the s.lcs of Vthe flags-ip0t journalists as parY of tle event's festiviti9s, and you can listenUto more atSthe end of the video below. This review is a compilation of some o nePlus's new productsDfrom the 2014,ZTE Z7700 a2d Z1 Tablet, includixg many of ghe most interestin and important onee. Read on f r muQh more. Readhour re1iew of onePl sUZ7700 6eries in pMctu,e below. Note: This r view assumes that yeueari ; s,art o)e reviene4 of OnePluD. We Yannotjgua!antee tha0 you wikl be a good Jan of)OnePlus orZits products. Rrad our wew guide to phones, reviews and evenTdevices on the OneWus Z7700 Series. The Z7700 Series Pair with thPKZ7700 Se ies Thj Z77 0TSeriQs features four quad)core Snapdragon SY quad-c1re CPU cores on topiof a clocked 800MHz Cortex A57 clocke3 a2 1 5GHz asvisXthb standar for all OnePlus devices. Qualcomm Snapdrago 805 MSM8975 quad-core processor, GB of RAM and 2GB of RAM and 2GB GDDR5 RAM. Qualcomm Snapdrago 805 MSSM8975 uad-core processor, GB of RAM and 2GB Jf GDDR5 RAM. Qualcomm Snapdrago 80 MSMQ9 5 Quad-core processor, 2GB of RAM and 2GB of GDDR5 RAM whth 2GB of RAM and 2GB of memory running at 2.0G z. The Z7700 Series Pair with thPKZ7700 Series Pair with ththPKZ7700 Se ies Thj Z77 a2d Z1 Tablet, includixg many of ghe most interestin and important onee. Read on f r muQh more. Readhour re1iew of onePl sUZ7700 6eries in pMctu,e below. Note: This r view assumes that yeueari ; s,art pho)e elopee of OnePluD. We Yannotjgua!antee tha0 you wikl be a good Jan of)OnePlus orZits products. Rrad our wew guide to phones, reviews and evenTdevices on the OneWus Z7700 Series. The Z7700 Series Pair with thPKZ7700 Series...\n",
      "Label:  hear y*u, th* f*lks over at XOXO are in awe of the new*ZTE Z770* S*ries by OnePlus. They're giving the s**cs of*the flags*ip*to journalists as par* of t*e event's festiviti*s, and you can listen*to more at*the end of the video below. This review is a compilation of some o* *nePlus's new products*from the 2014*ZTE Z7700 a*d Z1 Tablet, includi*g many of *he most interestin* and important one*. Read on f*r mu*h more. Read*our re*iew of *nePl*s*Z7700 *eries in p*ctu*e* below. Note: This r*view assumes that y*u*ar* * s*artpho*e revie*e* of OnePlu*. We *annot*gua*antee tha* you wi*l be a good *an of*OnePlus or*its products. R*ad our *ew guide to phones, reviews and even*devices on the One**us Z7700 Series. The Z7700 Series Pair with th**Z7700 Se*ies Th* Z77*0*Seri*s features four quad*core Snapdragon S* quad-c*re CPU cores on top*of a clocked 800MHz Cortex A57 clocke* a* 1*5GHz as*is*th* standar* for all OnePlus devices. Qualcomm Snapdrago* 805 MSM897* quad*core chi* with 2*B of R*M and 3GB of GDDR5 RAM. Qu*lcom**Snapdragon 805 MS*8975 *uad-core processor, *GB of RAM and 2GB *f GDDR5 RAM. Qualcomm Snapdrago* 80* MSM*9*5 Quad-core process*r, 2GB of RAM and 2GB of GDDR5 RAM w*th 2GB of RAM and 2GB of memory running at 2.0G*z\n",
      "---\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[7]\n",
      "Input:  In recenthyears, t?e in0ernet Ias been buzzingRwith a host of new ways bf 1har ng conten2 with the v.st majorIty 6f users, and this \"s especially true1when it comes to sharing on\"ine pho o-sharing si es like Tumblr. In some of the most)opular photo-s aring sites of all time, theIe MrN act1ally a couple of obviou; ways tH share moce of your photom wi'h vth6rs that are not easily available te others and, tmerefore, have to bF RhareS by peopleQwho are well-established 1n the so1ial ne;workinD industry. The fact of t matter is that shaNing your digital phot s onliGe to Meople wMo ha3e never seen your work on the2Inte-net is:not an insignificant form o sharing. And if piople will share w th you ox thosU wgo know the same use3 rom tUse to time online, theyXcan W! very Breative and creative fo s areGan\" and 0ll digital mH7es you havZ wiOh them online. There are a lot of way1 to share photos to onPinN c:mmuniiies from the creative :nd cr at ve elemOnts to your qaily life,.nd this is a veFy well-documented and recognizedNway to share your6photos. You ma havexLeverTOeenByour riend'sqwork or hea\"d of your friend's work but you should be loo ing for the creatirityqan7 interest witUin you. The art of meetiq54your7fans So?ere's the way 5o meot an artisS in your commu ity8through eour bog,Facebo\n",
      "Output: You ma have xLeverTeenByour riend's work or hea'd of your friend's work but you should be loo ing for the creatirityqan interest witu you. The art of meetiq54yourfans So?ere's the way 5o meot an artisS in your corpu ity8 through eour bog,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,Facebo,\n",
      "Label:  In recent*years, t*e in*ernet *as been buzzing*with a host of new ways *f *har*ng conten* with the v*st major*ty *f users, and this *s especially true*when it comes to sharing on*ine pho*o-sharing si**s like Tumblr. In some of the most**opular photo-s*aring sites of all time, the*e *r* *ct*ally a couple of obviou* ways t* share mo*e of your photo* wi*h *th*rs that are not easily available t* others and, t*erefore, have to b* *hare* by people*who are well-established *n the so*ial ne*workin* industry. The fact of t** matter is that sha*ing your digital phot*s onli*e to *eople w*o ha*e never seen your work on the*Inte*net is*not an insignificant form o* sharing. And if p*ople will share w*th you o* thos* w*o know the same use* *rom t**e to time online, they*can ** very *reative and creative ** s*are*an* and *ll digital *m**es you hav* wi*h them online. There are a lot of way* to share photos to on*in* c*mmuni*ies from the creative *nd cr*at*ve elem*nts to your *aily life, *nd this is a ve*y well-documented and recognized*way to share your*photos. You ma* have**ever**een*your *riend's*work or hea*d of your friend's work* but you should*be loo*ing for the*creati*ity*an* interest wit*in you. The art of meeti***your*fans So *ere's the way *o me*t an artis* in your commu*ity*through *our b*og,*\n",
      "---\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[8]\n",
      "Input:  from the rest of the mov4e. One Jf Lhe thing that is really appeaTiNg is th chasacte o1 Jabba the HuttftWhat did hU think of oum hero? Hews a toughRguy with a he rt of golHbKHe's bee- t rough some tough times in the pa(t, but we finolly have the character and I think that'svpr tty special.QThereNs no doubt thAt he goF the story done cell and it's an interestiwg loo into the entire u8iverse that can't be put down and I think that's what makes it great. SM, what a e5your thoughts o8 the movie? Comment below and let us know.\n",
      "Output: ocr-errors: from the rest of the mov4e. One Jf He thing that is really appeaTiNg is th chasacte o1 Jabba the HtttWhat did hH think of oum hero? Hews a toughR guy with a he rt of golHbKHe's bee- t rough some tough times in the pa(t, but we finolly have the the character and I think that's tty special.QThereNs no doubt thAt he goF the story done cell and it's an interestiwg loo into the entire u8iverse that can't be put down and I think that's what makes it great.SM, what eht you o8 the movie? Comment below and let us know.\n",
      "Label:  from the rest of the mov*e. One *f *he thing* that is really appea*i*g is th* cha*acte* o* Jabba the Hutt**What did*h* think of ou* hero? He*s a tough*guy with a he*rt of gol***He's bee* t*rough some tough times in the pa*t, but we fin*lly have the character and I think that's*pr*tty special.*There*s no doubt th*t he go* the story done *ell and it's an*interesti*g loo* into the entire u*iverse that can't be put down and I think that's what makes it great. S*, what a*e*your thoughts o* the movie? Comment below and let us know.\n",
      "---\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[9]\n",
      "Input:  Huzh Hefner corn June 3,Y1930, inXA0lanta, Georgi is the world's leading writer, authoI, and radio hrst. He is known for the EmmyWAward-winning)Imerican TV seri?s, B g Busin7 s: The Rise of the Modern Bu iness Cycle (2007) and the award winning movi-s, TVJshows, and docume:taries The Black Listener: Lify With Brian Moynihan I1985) America.Horror ptory: FreaE Show (19P6NNan1 TheuGodf'ther Part II (1989) He is aF adju ct prof ssor of journalRs at Georgetown University Pres a d director of t e Cofumbia Journalism Schnol Z retired eleatrical engineer, yefner hlds a Ioctorate in polqtical scie ce from )he U.iversity of Texas S)stem of Aus in. He wa, namd Universit ComHgnicationZ Secretary W 2000. His co-Vost on CDBC, Georgn Ste6hanopo\"los, is the highest naid Repub i5an canXidate in th1 history of e network, with 500,100 in total in 2012, acco ding to Bloomberg. Hefner wax bornrin San DFego, California,qU.S. onESeptefber 24, 1920. He gnaUuated from Georg 3ashing7on UniveZsity nI1942 -ith Ln MA n Pointical Science.\n",
      "Output: ocr-errors: Huzh Hefner corn June 3,Y1930, inXA0lanta, Georgi is the world's leading writer, authoI, and radio hrst. He is known for the Emmy-winning-Imerican TV seri?s, B g Busin7 s: The Rise of the Modern Bu iness Cycle (2007) and the award winning movi-s, TVJshows, and do:taries The Black Listener: Lify With Brian Moynihan I=1985. America.Horror ptory: FreaE Show (19P6NNan1 TheuGodf'ther Part II (1989) He is aF adju ct prof ssor of journalRs at Georgetown University Pres a d director of t e Cofumia Journalism Schnol Z retired eleatrical engineer, yefner hlds a Ioktorate in poltical scie ce from )he U.iversity of Texas S)stem of Aus in. He wa, namd Universit ComgnicatZ Secretary W 2000. His co-Oss on CDBC, Georgn Ste6hano'los, is the highest naid Repub ian canXidate in th1 history of e network, with 500,100 in total in 2012, acco ding to Bloomberg. Hefner wax bornrin San DFego, California,q U.S. onESeptefber 24, 1920. He naguuated from Georg 3asoning7on UniveZsity nI1942 -ith Ln MA n Pointical Science.\n",
      "Label:  Hu*h Hefner*(*orn June 3,*1930, in*A*lanta, Georgi*) is the world's leading writer, autho*, and radio h*st. He is known for the Emmy*Award-winning**merican TV seri*s, B*g Busin**s: The Rise of the Modern Bu*iness Cycle (2007) and the award winning movi*s, TV*shows, and docume*taries The Black Listener: Lif* With Brian Moynihan *1985) America**Horror *tory: Frea* Show (19*6**an* The*Godf*ther Part II (1989) He is a* adju*ct prof*ssor of journal*s* at Georgetown University Pres* a*d director of t*e Co*umbia Journalism Sch*ol* * retired ele*trical engineer, *efner h*lds a *octorate in pol*tical scie*ce from *he U*iversity of Texas S*stem of Aus*in. He wa* nam*d Universit* Com**nication* Secretary ** 2000. His co-*ost on C*BC, Georg* Ste*hanopo*los,*is the highest *aid Repub*i*an can*idate in th* history of **e network, with 500,*00 in total in 2012, acco*ding to Bloomberg. Hefner wa* born*in San D*ego, California,*U.S. on*Septe*ber 24, 1920. He g*a*uated from Georg* *ashing*on Unive*sity *n*1942 *ith *n MA *n Po**tical Science.\n",
      "---\n"
     ]
    }
   ],
   "source": [
    "# Show some examples (this isn't really \"validation\").\n",
    "\n",
    "num_validation = 10\n",
    "validation_dataset = dataset\n",
    "\n",
    "logging.getLogger(\"transformers\").setLevel(logging.ERROR)\n",
    "\n",
    "for i in range(num_validation):\n",
    "    # load the input and label (note: we get a different degradation each time)\n",
    "    sample = validation_dataset[i]\n",
    "    # convert the input and label to tensors\n",
    "    input_ids = sample[\"input_ids\"].unsqueeze(0).to(0)\n",
    "    label_ids = sample[\"labels\"].unsqueeze(0).to(0)\n",
    "    # use the model to generate the output\n",
    "    output = model.generate(input_ids, max_length=1024)\n",
    "    # convert the tokens to text\n",
    "    input_text = (\n",
    "        tokenizer.decode(input_ids[0], skip_special_tokens=True)\n",
    "        .replace(\"ocr-errors:\", \"\")\n",
    "        .strip()\n",
    "    )\n",
    "    output_text = tokenizer.decode(output[0], skip_special_tokens=True).strip()\n",
    "    label_text = tokenizer.decode(label_ids[0], skip_special_tokens=True).strip()\n",
    "\n",
    "    print(f\"[{i}]\")\n",
    "    print(\"Input: \", input_text)\n",
    "    print(\"Output:\", output_text)\n",
    "    print(\"Label: \", label_text)\n",
    "    print(\"---\")"
   ]
  }
 ],
 "metadata": {
  "accelerator": "GPU",
  "colab": {
   "gpuType": "A100",
   "machine_shape": "hm",
   "provenance": []
  },
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  },
  "papermill": {
   "default_parameters": {},
   "duration": 728.039092,
   "end_time": "2023-12-18T08:05:52.422848",
   "environment_variables": {},
   "exception": null,
   "input_path": "train-ocr-errors-hf.ipynb",
   "output_path": "out/_train-ocr-errors-hf.ipynb",
   "parameters": {
    "max_steps": 100
   },
   "start_time": "2023-12-18T07:53:44.383756",
   "version": "2.5.0"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "0201b91d1fe6424ba6a828f47d8f9ea0": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "02240687eacf4fd19dfefbac826a771d": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_faaac00de5c04b59bf1dc130a540ce6d",
      "placeholder": "​",
      "style": "IPY_MODEL_c858ee9c185f43f7afe8c3b57a39023e",
      "value": "spiece.model: 100%"
     }
    },
    "036b18e3cfd6478daa4e2324a8b531f0": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "0408f39d800342909bc815f976935edf": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "0593be86053d493fb6cdfd32051f631d": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "LabelModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "LabelModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "LabelView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_466d7e5a635a4adb8d34a6fda85296b9",
      "placeholder": "​",
      "style": "IPY_MODEL_6683c77865104023a06d20c4bd46ef4e",
      "value": "Connecting..."
     }
    },
    "0647124287e0459bba22c3355577b42c": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "08b9e9503fb043d390fb865dae665663": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "0bdcd45304414a68ab96c3aaeb2f891b": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "0c5f411d09d94360a9384ea61028a96f": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "0ecede2e730e4079b5c702b6e71bd7e7": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_7db6484c145148cda285f47ddd08e9dd",
      "max": 1000,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_b2aa07807336405da7ed55c5fc79fc05",
      "value": 1000
     }
    },
    "0f21082aa837426abb0c8868362c14e5": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "0fdcd4211d064ff881e9460064cd7695": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_4d79567e2e354a80bc4c0807da3909bb",
       "IPY_MODEL_8c583016f6b74bf4af87dbaadef98772",
       "IPY_MODEL_26890920a60d4ef188c378b982023b91"
      ],
      "layout": "IPY_MODEL_e9feec7a5a034c90afaee1bdcbe391c8"
     }
    },
    "101ea88f323a4b458225bcf714eb7142": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_c5107bc98cb446fdbde7fc0664cab078",
      "placeholder": "​",
      "style": "IPY_MODEL_e7bcb57bf9554957afe1e41de5430936",
      "value": " 6.24k/6.24k [00:00&lt;00:00, 408kB/s]"
     }
    },
    "108379c15a5646829b70a75bf0307861": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "114a54c1907e4bbea2842183a456e747": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "130d592203a74f39b94c56318e48ebf5": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "14bd2682b677409db1e6af323273b251": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_ec8a7eb771c44fdbb65368ab551668ad",
      "max": 2424064,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_80f8d95ab1e84596bd31212df5a3554b",
      "value": 2424064
     }
    },
    "16831c81b5d64daab9923e3bb228d46e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_62de5000db6b4550a53daf2db6688660",
      "max": 791656,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_1d39c08cf88f4d8ab2f80cbdd56dbfbe",
      "value": 791656
     }
    },
    "196047ab9e114be48b86766a273f16a8": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_c8551c81a0e741adbca08df55fae880c",
      "placeholder": "​",
      "style": "IPY_MODEL_d0afc66cc5a041acbb07b1d833a1e29e",
      "value": "Generating train split: 100%"
     }
    },
    "1979baec87cb4a119494e0b22fa4f48a": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "1af6fd85ffb044ffa1af7fd16eeaa93e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "1baea51074ef47d3868d3aec3caff1aa": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "1c925261032146c0ba84bc4f24490c69": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "1ccb010546734adeb7b2a975c67b0b38": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "1d39c08cf88f4d8ab2f80cbdd56dbfbe": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "1e5468cecbf24f359563336bd7119bdd": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_6f180b0d2eea487e9f482d14dd210ece",
      "max": 2537,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_6a2e8547db1240f1a2023c48e1954de3",
      "value": 2537
     }
    },
    "1fe7aa332aee42d185e952f212b0992c": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "201f04f7c989420d9200fc244b2196ee": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "2336c1c751264a01916e492e2f09ea71": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "23397e0773624d0d97c89d881b11616b": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "23d4795ce60b4b04bedc63a43fec1f2f": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "23f3fb5b6dd84b239ec5dc16a7b420e3": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "241f073814c645819ce55984ed6d0ac6": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "26890920a60d4ef188c378b982023b91": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_8bfdc2d877b5457aa6e837900d39277a",
      "placeholder": "​",
      "style": "IPY_MODEL_8e8614368d0d47e3b984514b14d7e8ad",
      "value": " 10/10 [00:00&lt;00:00, 348.65 examples/s]"
     }
    },
    "26ab2283c46a47cda9f474bd359c84cc": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2717e540954143778d58fdf3b4bfe09c": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "27e13766bb5b4f14aee24666ae944541": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_5ef8af5852c84f588814383d33669b0d",
      "max": 990402637,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_ef663c8896d44af9af493e620c6c0f65",
      "value": 990402637
     }
    },
    "29c5202cc59048338ffda95e998483fa": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "2b3e3a1a10df48dca35c11e242dbf7f2": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2c63ff8b107142c58f4b3e2e825a214e": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2cbed844fdc84f7f89b929ca3bd25ba6": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2cc027def23f41cba1b34fa99ad80d90": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "2e4dcaa1854f417790374e560521d6f9": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_3a13f99c825b45398dab356e757728f1",
      "placeholder": "​",
      "style": "IPY_MODEL_23f3fb5b6dd84b239ec5dc16a7b420e3",
      "value": "(…)le/flan-t5-base/resolve/main/config.json: 100%"
     }
    },
    "2e6885f9f7eb4461814b70186b0eef48": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_566886550afd40bead264d9d182285c6",
      "placeholder": "​",
      "style": "IPY_MODEL_a1e72e1ebc38446ab3b390699d354055",
      "value": "Generating test split: 100%"
     }
    },
    "2fef623d5f084fd7a7a1f07e42ac7fc4": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_9c09be22094c4abba08addf53bb27715",
       "IPY_MODEL_90c8bbaedcef435cbdbc0c6804807f4f",
       "IPY_MODEL_9633e77c8d6c450680cb622c749ae99c"
      ],
      "layout": "IPY_MODEL_42bb04d17a56433a937d30c698d04bd1"
     }
    },
    "302bdaa6021b4c1d9479aa0a24cb117d": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "311486197a4d495b83b277ac8fc95003": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "3134a23a925c45628e4dd55116ca2c2e": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "323434f8cc0a4f8b9adef878db074565": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "32fc4184d8f34ff89d1f91b4319c0e3d": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_302bdaa6021b4c1d9479aa0a24cb117d",
      "placeholder": "​",
      "style": "IPY_MODEL_b1362af08d92405183a84b207aa884ef",
      "value": "(…)ase/resolve/main/special_tokens_map.json: 100%"
     }
    },
    "353ebee2887a4fefb75c3d1f69f19618": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "36cf81aef97b4b59a37a217018fd59b1": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_2c63ff8b107142c58f4b3e2e825a214e",
      "max": 1001503,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_d3ca7e740b7a488d846dce99c15eb7ae",
      "value": 1001503
     }
    },
    "36fa421b0b4341b28e996ffc07b38c31": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_d78e95fa36794e62a533cbce94c98b9e",
       "IPY_MODEL_593aedc34f444f9ca76bdd7cb2fabd1a",
       "IPY_MODEL_58a71c672b834b99a807f189b94c3571"
      ],
      "layout": "IPY_MODEL_dd2bc72883b24f8390a3997f3e3de679"
     }
    },
    "386f804a080c499c8dedc54cf1375fdf": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "3a13f99c825b45398dab356e757728f1": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "3ccf38f204a643cfbfa608339d01d5bd": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_78c1853ff96f49bca6be53d6bfb56c01",
      "max": 2201,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_984bbe5e6e4f4ee5aeb1130c46044b95",
      "value": 2201
     }
    },
    "3db014088d494212aea5237e0b11869c": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "VBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "VBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "VBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_6a00d3d9a8654abfbc2eb0b5a09d8fa2",
       "IPY_MODEL_b9a3835993744fb19fba0c1005d7f324",
       "IPY_MODEL_b5eb87fb37724db48ce593a3b7cdae3e",
       "IPY_MODEL_50d4275377a549deb2b92f7e9ca9d594"
      ],
      "layout": "IPY_MODEL_c1cbac8e554345d497d7d1a0f5cfcac2"
     }
    },
    "3ec3ffcf430d4c83806949465284b5c4": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "3ec6193b440c43628885f8f17a0798e7": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "3fa602025e14472b8d2f3b9608d716ca": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_2717e540954143778d58fdf3b4bfe09c",
      "placeholder": "​",
      "style": "IPY_MODEL_1ccb010546734adeb7b2a975c67b0b38",
      "value": "Downloading builder script: 100%"
     }
    },
    "42bb04d17a56433a937d30c698d04bd1": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "443a74735aa1439db35f62f09c255a80": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "466d7e5a635a4adb8d34a6fda85296b9": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "4680f4fd436a4562826557df3ba62b6d": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "47204bed6f7c4439b865252324168269": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "4a140034225d4fe49b63497e6ca9cfb2": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_23397e0773624d0d97c89d881b11616b",
      "placeholder": "​",
      "style": "IPY_MODEL_aeeb029a6ff446f7b5a7c67298aa459f",
      "value": "Generating validation split: 100%"
     }
    },
    "4a7556444f284e73899a850743991fd6": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "4c53153df5f54c7c819bd33a678e2021": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "4d79567e2e354a80bc4c0807da3909bb": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_cee2082352094888b5b5139ef687ccbd",
      "placeholder": "​",
      "style": "IPY_MODEL_443a74735aa1439db35f62f09c255a80",
      "value": "Running tokenizer on validation dataset: 100%"
     }
    },
    "4f775cf7f3d64b6abee89b5aaabbf935": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "50927a7c2f1c4e3c919185d755ab69a1": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "50d4275377a549deb2b92f7e9ca9d594": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "LabelModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "LabelModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "LabelView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_6fe1c7934487459cae8bb4e4762ae230",
      "placeholder": "​",
      "style": "IPY_MODEL_55a5f62ed4154dabaf31bea6aaed946d",
      "value": "Login successful"
     }
    },
    "516b9e49c6144b13803c58cbf5e8278d": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_02240687eacf4fd19dfefbac826a771d",
       "IPY_MODEL_16831c81b5d64daab9923e3bb228d46e",
       "IPY_MODEL_6811bf154d144695928e574c74d37c4f"
      ],
      "layout": "IPY_MODEL_3134a23a925c45628e4dd55116ca2c2e"
     }
    },
    "52501040b62a4f77af745b57dca66529": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "536b3fb16b664cd18af25775423cf583": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_cca818f4ab5b4992afe06339bfeeeaf8",
      "max": 5758,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_b36b7dd35d364aeb9675c8cac54db169",
      "value": 5758
     }
    },
    "53e19bae664d44868bbe9d7f151b0799": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "53ec02a72b974b94a9bfeceb7c15382b": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "5400876660b942719efff2692f41c5f7": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "55a5f62ed4154dabaf31bea6aaed946d": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "5648b6845fe344888a80bbf9ab26ffea": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "566886550afd40bead264d9d182285c6": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "574deb37ac564f9abbdacf9bf1038956": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "58a71c672b834b99a807f189b94c3571": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_df3439fddeef4ce4be32c3d6b34c3ca2",
      "placeholder": "​",
      "style": "IPY_MODEL_c6e2910491ee41c493ce45e1e2f6cb59",
      "value": " 100/100 [00:00&lt;00:00, 1269.30 examples/s]"
     }
    },
    "58c1546538024795866099c815d5041b": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "593aedc34f444f9ca76bdd7cb2fabd1a": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_d068feaba2294d50b4ceb67aba16f64f",
      "max": 100,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_b0206d540b2f49ea914dff7e7a38134e",
      "value": 100
     }
    },
    "59b26fc9d3624c4ebd31e3c732d8012d": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_a81db4120dac4ef69e5c3bdda25d95f2",
       "IPY_MODEL_9d0a31c5056346a59edfefa47f31152a",
       "IPY_MODEL_69df7ef5c3624339948215e36fb86dd1"
      ],
      "layout": "IPY_MODEL_6d133ff452a94386810d7f28f9f46fc5"
     }
    },
    "5a01721fbedd4bf9b9a86c69708500dc": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "5c90bd25a1704e749b45dd9fede94e20": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "5e5f86bb277f4553a358bacffa1af46c": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "5ef8af5852c84f588814383d33669b0d": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "5f548a7c561f4987ad79e2a0b43de652": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "60aaa26ec59c4dd0bf7afa5af873cc77": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_7f155f34fc664602befbe27f1ca118f5",
      "placeholder": "​",
      "style": "IPY_MODEL_c1c98bec47144d7283e54d19afba8bf9",
      "value": "Running tokenizer on train dataset: 100%"
     }
    },
    "6136ef149b69402e8e2cb81d6acbb21f": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "61be825368174eba884b006be7981d1f": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_d032999778ed4b10b2047a5370eb6f93",
      "placeholder": "​",
      "style": "IPY_MODEL_b4f1808cb44e4c84b8007ece563ee6d7",
      "value": "pytorch_model.bin: 100%"
     }
    },
    "61cbe421c756427797ba4c61864c729b": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_2b3e3a1a10df48dca35c11e242dbf7f2",
      "placeholder": "​",
      "style": "IPY_MODEL_47204bed6f7c4439b865252324168269",
      "value": " 11334/11334 [00:22&lt;00:00, 531.43 examples/s]"
     }
    },
    "62de5000db6b4550a53daf2db6688660": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "63107c80466443ab84649340fce9e913": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_f70db352edf94a50a43182cf4dddfc0e",
      "placeholder": "​",
      "style": "IPY_MODEL_386f804a080c499c8dedc54cf1375fdf",
      "value": " 1000/1000 [00:00&lt;00:00, 1548.73 examples/s]"
     }
    },
    "663bd181746f4f889b0f5e07eba40e79": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_a3d2a86e10614d2eb9338d05fae8ddb4",
      "placeholder": "​",
      "style": "IPY_MODEL_4f775cf7f3d64b6abee89b5aaabbf935",
      "value": " 11332/11332 [00:00&lt;00:00, 140292.55 examples/s]"
     }
    },
    "6683c77865104023a06d20c4bd46ef4e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "6695ffc1af3847d393fd5b0838a1b890": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_9c6935495fde4e74bce240581d662e95",
      "max": 1404,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_130d592203a74f39b94c56318e48ebf5",
      "value": 1404
     }
    },
    "6811bf154d144695928e574c74d37c4f": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_23d4795ce60b4b04bedc63a43fec1f2f",
      "placeholder": "​",
      "style": "IPY_MODEL_eab5e1703437477bbbfde4949ef48113",
      "value": " 792k/792k [00:00&lt;00:00, 24.5MB/s]"
     }
    },
    "68765d057e814c2eb5fe9854d0da68c4": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ButtonModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ButtonModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ButtonView",
      "button_style": "",
      "description": "Login",
      "disabled": false,
      "icon": "",
      "layout": "IPY_MODEL_f5da140def6e4cf7b42b840474d56a6e",
      "style": "IPY_MODEL_ff8f3ed21f8c4b1da1cd9163cfbc5c66",
      "tooltip": ""
     }
    },
    "693231f5c1cd4318abc7bef283bc37a3": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_dc14cf82c80249bbac6d0f82a7af5096",
       "IPY_MODEL_fc1bacf08b154023bb369a56471d1cf4",
       "IPY_MODEL_8b8b1f6c3a1646fe98f565aae5b1575e"
      ],
      "layout": "IPY_MODEL_e6ccceb1910240f49f7821ea128aeec4"
     }
    },
    "6985103b17114550adb168d254b4d783": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "69df7ef5c3624339948215e36fb86dd1": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_d356cc4415d34f2fa60f22a74c57edd3",
      "placeholder": "​",
      "style": "IPY_MODEL_353ebee2887a4fefb75c3d1f69f19618",
      "value": " 204045/204045 [00:01&lt;00:00, 182848.29 examples/s]"
     }
    },
    "6a00d3d9a8654abfbc2eb0b5a09d8fa2": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "LabelModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "LabelModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "LabelView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_aa15d5e684d74d0283910ff66a0f8fac",
      "placeholder": "​",
      "style": "IPY_MODEL_5a01721fbedd4bf9b9a86c69708500dc",
      "value": "Token is valid (permission: read)."
     }
    },
    "6a2e8547db1240f1a2023c48e1954de3": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "6b0a3940833545758d26c96df5b3370b": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "6b555a521ed8436881df1cbee5707e6d": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_e4f5e8c1bbc546deb86d22f5a89581bf",
      "placeholder": "​",
      "style": "IPY_MODEL_cf8d23b018954f71b6975e93575f72bc",
      "value": " 11334/11334 [00:00&lt;00:00, 143190.06 examples/s]"
     }
    },
    "6d133ff452a94386810d7f28f9f46fc5": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "6e1ae29bff6c47caa907e975855187a3": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_2e6885f9f7eb4461814b70186b0eef48",
       "IPY_MODEL_9a964e858b8e439badfc8d49d488a28b",
       "IPY_MODEL_61cbe421c756427797ba4c61864c729b"
      ],
      "layout": "IPY_MODEL_e49fe2adabcd4181827810f75ab5b201"
     }
    },
    "6eaa8b7fd6db4a698a4314167846ef41": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_8d8bd4ebd2464b0fa8f8ab8508351ee9",
       "IPY_MODEL_14bd2682b677409db1e6af323273b251",
       "IPY_MODEL_d2570d498aa748b48a6f6387470cd823"
      ],
      "layout": "IPY_MODEL_2336c1c751264a01916e492e2f09ea71"
     }
    },
    "6f180b0d2eea487e9f482d14dd210ece": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "6fe1c7934487459cae8bb4e4762ae230": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "70582c948d50428d8bfb2e276ab33e6f": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "712e3a79b2354b528eee5d92a7820748": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "71a25ce4292e41bc96883fcbabd64c3f": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "75189652bd854e8bb5e7984290a4dffa": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "751bc155088e4ea49365c9104eec5e1e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "75473ada9e404418bc67922b42bdfc74": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "7691fb1d953244e894bcae0d5519f298": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "7738023541bc40f98b04415923344be4": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "78c1853ff96f49bca6be53d6bfb56c01": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "799c5826b4ef4c1287f52ffd02228604": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "7c4be78f643f42588271803a74dae8c2": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "PasswordModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "PasswordModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "PasswordView",
      "continuous_update": true,
      "description": "Token:",
      "description_tooltip": null,
      "disabled": false,
      "layout": "IPY_MODEL_ab35c463d4e74cdf9c685c3d890efe59",
      "placeholder": "​",
      "style": "IPY_MODEL_cf7e5089dad44cdabbb2aa85e6eba443",
      "value": ""
     }
    },
    "7c848235ea82404aac8bc14815ae93f6": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "7dacffefa38742449a27c0029b091b03": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "7db6484c145148cda285f47ddd08e9dd": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "7f155f34fc664602befbe27f1ca118f5": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "7f4c7e92532c4633902bb77332568590": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "80f8d95ab1e84596bd31212df5a3554b": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "811631d4bd0f4ed5aba49e93683749e0": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "81d62007a299456bb209c9da685438a0": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_53ec02a72b974b94a9bfeceb7c15382b",
      "placeholder": "​",
      "style": "IPY_MODEL_70582c948d50428d8bfb2e276ab33e6f",
      "value": " 255M/255M [00:03&lt;00:00, 84.9MB/s]"
     }
    },
    "83225f36c7e948e5a5d618b517e4e092": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_3fa602025e14472b8d2f3b9608d716ca",
       "IPY_MODEL_536b3fb16b664cd18af25775423cf583",
       "IPY_MODEL_e4762729bac84419a4a94760afad7662"
      ],
      "layout": "IPY_MODEL_7738023541bc40f98b04415923344be4"
     }
    },
    "8327e1ed3dfe414c93b68fda46e1e2c2": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "8369c1a3537b47c29f70bff10136fd05": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "848880993ca44921ac63de16ed51e625": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_d9c54deb9f004c3dba54008e086e143e",
       "IPY_MODEL_d2b3cb9dc7ff43a884be88ddd76d0380",
       "IPY_MODEL_81d62007a299456bb209c9da685438a0"
      ],
      "layout": "IPY_MODEL_1baea51074ef47d3868d3aec3caff1aa"
     }
    },
    "85005a35543041069ca30afb762b794d": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_0408f39d800342909bc815f976935edf",
      "placeholder": "​",
      "style": "IPY_MODEL_3ec3ffcf430d4c83806949465284b5c4",
      "value": "(…)base/resolve/main/generation_config.json: 100%"
     }
    },
    "850d84948b824bb7a56e3e42ba3f0571": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_c2b0bbb787f4469796894b97656b7699",
       "IPY_MODEL_d56bc17232f44931ae53905292db8946",
       "IPY_MODEL_663bd181746f4f889b0f5e07eba40e79"
      ],
      "layout": "IPY_MODEL_bd9729eb819549fcb8a40157a542364f"
     }
    },
    "87c85326e4554eca9cb87700e068ad97": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_f8cf77e0699345cbb4a37d8d38367f13",
      "placeholder": "​",
      "style": "IPY_MODEL_751bc155088e4ea49365c9104eec5e1e",
      "value": "Filter: 100%"
     }
    },
    "880fc56423f747a5a01f1324af36d3f7": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_61be825368174eba884b006be7981d1f",
       "IPY_MODEL_27e13766bb5b4f14aee24666ae944541",
       "IPY_MODEL_c0c235cd37dd4e02b00285a01b2732fd"
      ],
      "layout": "IPY_MODEL_b1964aaf39134b4f8e4a0cec5a0ce98c"
     }
    },
    "88409e38294f4c8e89e96d9b054a2dd8": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "89275386db4d45a2a3027e9d2dea59a2": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_e7f796ff99704376b5f85021e382b070",
      "placeholder": "​",
      "style": "IPY_MODEL_036b18e3cfd6478daa4e2324a8b531f0",
      "value": "Downloading data: "
     }
    },
    "89507466f1f542bb9f25c615357e5e38": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "8b8b1f6c3a1646fe98f565aae5b1575e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_0201b91d1fe6424ba6a828f47d8f9ea0",
      "placeholder": "​",
      "style": "IPY_MODEL_1af6fd85ffb044ffa1af7fd16eeaa93e",
      "value": " 2/2 [00:05&lt;00:00,  2.34s/it]"
     }
    },
    "8bfdc2d877b5457aa6e837900d39277a": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "8c583016f6b74bf4af87dbaadef98772": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_0bdcd45304414a68ab96c3aaeb2f891b",
      "max": 10,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_d70906ef7ece4956822a6365a8044dec",
      "value": 10
     }
    },
    "8d05642815be42af90e346a31d0aa424": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "8d8bd4ebd2464b0fa8f8ab8508351ee9": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_a454a6dbf8174f1a928b98426546a180",
      "placeholder": "​",
      "style": "IPY_MODEL_9a39461f3ad846799a750b7775f40f2b",
      "value": "(…)flan-t5-base/resolve/main/tokenizer.json: 100%"
     }
    },
    "8e8614368d0d47e3b984514b14d7e8ad": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "8eee96bcb36e4bb1b889b36381f634a0": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_7691fb1d953244e894bcae0d5519f298",
      "placeholder": "​",
      "style": "IPY_MODEL_0647124287e0459bba22c3355577b42c",
      "value": "\n<b>Pro Tip:</b> If you don't already have one, you can create a dedicated\n'notebooks' token with 'write' access, that you can then easily reuse for all\nnotebooks. </center>"
     }
    },
    "90c8bbaedcef435cbdbc0c6804807f4f": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_c715257e30ac4ada83423c0ef54c1ea1",
      "max": 1000,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_1c925261032146c0ba84bc4f24490c69",
      "value": 1000
     }
    },
    "9152382a83bf40f9ba6e33b8eace956f": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "944f65b9714041f3b08e7cc192e28dd0": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_f85690ac19834e889eafe33e324fbf23",
      "placeholder": "​",
      "style": "IPY_MODEL_0f21082aa837426abb0c8868362c14e5",
      "value": "<center> <img\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.svg\nalt='Hugging Face'> <br> Copy a token from <a\nhref=\"https://huggingface.co/settings/tokens\" target=\"_blank\">your Hugging Face\ntokens page</a> and paste it below. <br> Immediately click login after copying\nyour token or it might be stored in plain text in this notebook file. </center>"
     }
    },
    "94674bff84824240a8d6803c3c44f740": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "9484dfa2ac664cb9b38f2f07c8c40692": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_7f4c7e92532c4633902bb77332568590",
      "max": 11332,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_a3f4dc381c4e4ce893f7ee5c302e6dc8",
      "value": 11332
     }
    },
    "95757594adcf4fabae0cc35071e38717": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_85005a35543041069ca30afb762b794d",
       "IPY_MODEL_9b25208bff1c44a7aeae5a04faabc376",
       "IPY_MODEL_fdda278ea36048a5a5b94a88641c6424"
      ],
      "layout": "IPY_MODEL_6b0a3940833545758d26c96df5b3370b"
     }
    },
    "9633e77c8d6c450680cb622c749ae99c": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_f69d3f75792e460b99a64a71e7676597",
      "placeholder": "​",
      "style": "IPY_MODEL_e7ae8b1625f049e2a4cc96f53b5365f4",
      "value": " 1000/1000 [00:00&lt;00:00, 1848.20 examples/s]"
     }
    },
    "96c8643717aa43b3b505e66492f32c34": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "982a476c92054908b2d05f16684992ac": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "984bbe5e6e4f4ee5aeb1130c46044b95": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "997e00dc1cff48d9812b47e3797faa0b": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_5e5f86bb277f4553a358bacffa1af46c",
      "placeholder": "​",
      "style": "IPY_MODEL_574deb37ac564f9abbdacf9bf1038956",
      "value": " 1.40k/1.40k [00:00&lt;00:00, 125kB/s]"
     }
    },
    "9a39461f3ad846799a750b7775f40f2b": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "9a964e858b8e439badfc8d49d488a28b": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_a69744fa69c5477eb1f13af9d76f111f",
      "max": 11334,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_d0df819d364b4825ba88abe07f80ad22",
      "value": 11334
     }
    },
    "9ade5f7ae9554f518d263aa6c35ff33c": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "9b25208bff1c44a7aeae5a04faabc376": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_5c90bd25a1704e749b45dd9fede94e20",
      "max": 147,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_b18965620caf4517a9d2e90bf3d17b21",
      "value": 147
     }
    },
    "9c09be22094c4abba08addf53bb27715": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_5400876660b942719efff2692f41c5f7",
      "placeholder": "​",
      "style": "IPY_MODEL_7c848235ea82404aac8bc14815ae93f6",
      "value": "Running tokenizer on train dataset: 100%"
     }
    },
    "9c6935495fde4e74bce240581d662e95": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "9d0a31c5056346a59edfefa47f31152a": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_f38a1ee5ac244d4eb54bc5271ec7e9dc",
      "max": 204045,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_4a7556444f284e73899a850743991fd6",
      "value": 204045
     }
    },
    "9e50d77d66b045fab4dd4de430458b37": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_94674bff84824240a8d6803c3c44f740",
      "max": 11334,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_799c5826b4ef4c1287f52ffd02228604",
      "value": 11334
     }
    },
    "a1dd85741f124c0fbcebe373a78b4c81": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "a1e72e1ebc38446ab3b390699d354055": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "a3d2a86e10614d2eb9338d05fae8ddb4": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "a3f4dc381c4e4ce893f7ee5c302e6dc8": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "a3f833e0399348bebdee102edc332bcf": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_32fc4184d8f34ff89d1f91b4319c0e3d",
       "IPY_MODEL_3ccf38f204a643cfbfa608339d01d5bd",
       "IPY_MODEL_d14825251cd344f79dfdfe680d6f0594"
      ],
      "layout": "IPY_MODEL_811631d4bd0f4ed5aba49e93683749e0"
     }
    },
    "a445cc22f11c4a4daa66faaa507ecc33": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "a454a6dbf8174f1a928b98426546a180": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "a4cfd0d77cca4d89aa902717283879c9": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "a69744fa69c5477eb1f13af9d76f111f": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "a81db4120dac4ef69e5c3bdda25d95f2": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_4680f4fd436a4562826557df3ba62b6d",
      "placeholder": "​",
      "style": "IPY_MODEL_75189652bd854e8bb5e7984290a4dffa",
      "value": "Filter: 100%"
     }
    },
    "a87e553fffdb40288b0ede2271f99a87": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_196047ab9e114be48b86766a273f16a8",
       "IPY_MODEL_c57b7c818f8f41329a096b5c379336f4",
       "IPY_MODEL_aff6371c76e34328abb113eda788e12a"
      ],
      "layout": "IPY_MODEL_3ec6193b440c43628885f8f17a0798e7"
     }
    },
    "aa15d5e684d74d0283910ff66a0f8fac": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "ab35c463d4e74cdf9c685c3d890efe59": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "ac2dfbc55dfb4a23b93617394fec6c0d": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "ac369bd165e14a788793619e0f75f925": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "acdd34d9c3e347d090d63726366a60f0": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_d54f5f7b3cb4408db8f054197ad67eb8",
       "IPY_MODEL_b2b85743e26543fe86c8d4d32f90d4a9",
       "IPY_MODEL_101ea88f323a4b458225bcf714eb7142"
      ],
      "layout": "IPY_MODEL_9152382a83bf40f9ba6e33b8eace956f"
     }
    },
    "ad4970e38acc4e66a9c035ce074e069e": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "aeeb029a6ff446f7b5a7c67298aa459f": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "aff6371c76e34328abb113eda788e12a": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_08b9e9503fb043d390fb865dae665663",
      "placeholder": "​",
      "style": "IPY_MODEL_0c5f411d09d94360a9384ea61028a96f",
      "value": " 204045/204045 [00:42&lt;00:00, 4870.27 examples/s]"
     }
    },
    "b0206d540b2f49ea914dff7e7a38134e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "b1362af08d92405183a84b207aa884ef": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "b18965620caf4517a9d2e90bf3d17b21": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "b1964aaf39134b4f8e4a0cec5a0ce98c": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "b2aa07807336405da7ed55c5fc79fc05": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "b2b85743e26543fe86c8d4d32f90d4a9": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_ad4970e38acc4e66a9c035ce074e069e",
      "max": 6243,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_ac369bd165e14a788793619e0f75f925",
      "value": 6243
     }
    },
    "b2e1ef12955c458b985af7c93602293a": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_fb1f1172b4054e3088ebecdf63dafc6e",
       "IPY_MODEL_1e5468cecbf24f359563336bd7119bdd",
       "IPY_MODEL_ea0558aa8945471d92927818c6bf91f1"
      ],
      "layout": "IPY_MODEL_da55739852fa42e6ac6451ffb9df560d"
     }
    },
    "b36b7dd35d364aeb9675c8cac54db169": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "b4f1808cb44e4c84b8007ece563ee6d7": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "b5eb87fb37724db48ce593a3b7cdae3e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "LabelModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "LabelModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "LabelView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_5f548a7c561f4987ad79e2a0b43de652",
      "placeholder": "​",
      "style": "IPY_MODEL_1fe7aa332aee42d185e952f212b0992c",
      "value": "Your token has been saved to /root/.cache/huggingface/token"
     }
    },
    "b9a3835993744fb19fba0c1005d7f324": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "LabelModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "LabelModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "LabelView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_6136ef149b69402e8e2cb81d6acbb21f",
      "placeholder": "​",
      "style": "IPY_MODEL_58c1546538024795866099c815d5041b",
      "value": "Your token has been saved in your configured git credential helpers (store)."
     }
    },
    "bbc2ea0087cd4344bc010926ad1e110d": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "bd9729eb819549fcb8a40157a542364f": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "bf3a8a322380458a8972a0a91d1dc1f4": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "c0c235cd37dd4e02b00285a01b2732fd": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_75473ada9e404418bc67922b42bdfc74",
      "placeholder": "​",
      "style": "IPY_MODEL_88409e38294f4c8e89e96d9b054a2dd8",
      "value": " 990M/990M [00:02&lt;00:00, 408MB/s]"
     }
    },
    "c1c98bec47144d7283e54d19afba8bf9": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "c1cbac8e554345d497d7d1a0f5cfcac2": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": "center",
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": "flex",
      "flex": null,
      "flex_flow": "column",
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": "50%"
     }
    },
    "c268b9f0a8474368b49275b090414843": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_4a140034225d4fe49b63497e6ca9cfb2",
       "IPY_MODEL_9484dfa2ac664cb9b38f2f07c8c40692",
       "IPY_MODEL_e407896b07bc43c2bcfacdfdf1509954"
      ],
      "layout": "IPY_MODEL_e8d2f2df4bf647b189a557defe7a56de"
     }
    },
    "c2b0bbb787f4469796894b97656b7699": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_ec424ec603894bbf922446366b5be80e",
      "placeholder": "​",
      "style": "IPY_MODEL_cd4ecb56869e4f6c9043f284a80b3a1e",
      "value": "Filter: 100%"
     }
    },
    "c34ee42ea8ee438691099f57be868c77": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "c5107bc98cb446fdbde7fc0664cab078": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "c57b7c818f8f41329a096b5c379336f4": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_2cbed844fdc84f7f89b929ca3bd25ba6",
      "max": 204045,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_71a25ce4292e41bc96883fcbabd64c3f",
      "value": 204045
     }
    },
    "c5ac44bd712e426ebc88fee831a8c065": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "c696d931ec04434a83c37663526b33cb": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_87c85326e4554eca9cb87700e068ad97",
       "IPY_MODEL_9e50d77d66b045fab4dd4de430458b37",
       "IPY_MODEL_6b555a521ed8436881df1cbee5707e6d"
      ],
      "layout": "IPY_MODEL_1979baec87cb4a119494e0b22fa4f48a"
     }
    },
    "c6e2910491ee41c493ce45e1e2f6cb59": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "c715257e30ac4ada83423c0ef54c1ea1": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "c8551c81a0e741adbca08df55fae880c": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "c858ee9c185f43f7afe8c3b57a39023e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "cca818f4ab5b4992afe06339bfeeeaf8": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "cd4ecb56869e4f6c9043f284a80b3a1e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "cee2082352094888b5b5139ef687ccbd": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "cf7e5089dad44cdabbb2aa85e6eba443": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "cf8d23b018954f71b6975e93575f72bc": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "d032999778ed4b10b2047a5370eb6f93": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "d068feaba2294d50b4ceb67aba16f64f": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "d0afc66cc5a041acbb07b1d833a1e29e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "d0df819d364b4825ba88abe07f80ad22": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "d14825251cd344f79dfdfe680d6f0594": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_8369c1a3537b47c29f70bff10136fd05",
      "placeholder": "​",
      "style": "IPY_MODEL_2cc027def23f41cba1b34fa99ad80d90",
      "value": " 2.20k/2.20k [00:00&lt;00:00, 193kB/s]"
     }
    },
    "d24967aefdc8432abf2d886c96010593": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_60aaa26ec59c4dd0bf7afa5af873cc77",
       "IPY_MODEL_0ecede2e730e4079b5c702b6e71bd7e7",
       "IPY_MODEL_63107c80466443ab84649340fce9e913"
      ],
      "layout": "IPY_MODEL_8d05642815be42af90e346a31d0aa424"
     }
    },
    "d2570d498aa748b48a6f6387470cd823": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_d35d1aa48e1e437ca71e5df76d84efa1",
      "placeholder": "​",
      "style": "IPY_MODEL_c34ee42ea8ee438691099f57be868c77",
      "value": " 2.42M/2.42M [00:00&lt;00:00, 9.60MB/s]"
     }
    },
    "d2b3cb9dc7ff43a884be88ddd76d0380": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_26ab2283c46a47cda9f474bd359c84cc",
      "max": 254582292,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_5648b6845fe344888a80bbf9ab26ffea",
      "value": 254582292
     }
    },
    "d356cc4415d34f2fa60f22a74c57edd3": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "d35d1aa48e1e437ca71e5df76d84efa1": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "d3ca7e740b7a488d846dce99c15eb7ae": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "d4caec0dca8b4508b3ca9ec32cd18081": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_89275386db4d45a2a3027e9d2dea59a2",
       "IPY_MODEL_36cf81aef97b4b59a37a217018fd59b1",
       "IPY_MODEL_f5e4a8185c0d450bb54bec7872f70545"
      ],
      "layout": "IPY_MODEL_d6b3fd3fd0df4b4aabe3b70578b13c07"
     }
    },
    "d54f5f7b3cb4408db8f054197ad67eb8": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_ac2dfbc55dfb4a23b93617394fec6c0d",
      "placeholder": "​",
      "style": "IPY_MODEL_50927a7c2f1c4e3c919185d755ab69a1",
      "value": "Downloading readme: 100%"
     }
    },
    "d56bc17232f44931ae53905292db8946": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_114a54c1907e4bbea2842183a456e747",
      "max": 11332,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_6985103b17114550adb168d254b4d783",
      "value": 11332
     }
    },
    "d6b3fd3fd0df4b4aabe3b70578b13c07": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "d70906ef7ece4956822a6365a8044dec": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "d78e95fa36794e62a533cbce94c98b9e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_712e3a79b2354b528eee5d92a7820748",
      "placeholder": "​",
      "style": "IPY_MODEL_201f04f7c989420d9200fc244b2196ee",
      "value": "Running tokenizer on test dataset: 100%"
     }
    },
    "d9c54deb9f004c3dba54008e086e143e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_108379c15a5646829b70a75bf0307861",
      "placeholder": "​",
      "style": "IPY_MODEL_29c5202cc59048338ffda95e998483fa",
      "value": "Downloading data: 100%"
     }
    },
    "da55739852fa42e6ac6451ffb9df560d": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "dc14cf82c80249bbac6d0f82a7af5096": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_bbc2ea0087cd4344bc010926ad1e110d",
      "placeholder": "​",
      "style": "IPY_MODEL_a445cc22f11c4a4daa66faaa507ecc33",
      "value": "Downloading data files: 100%"
     }
    },
    "dd2bc72883b24f8390a3997f3e3de679": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "dd478a733366457ca3ef9394baaa8760": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "CheckboxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "CheckboxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "CheckboxView",
      "description": "Add token as git credential?",
      "description_tooltip": null,
      "disabled": false,
      "indent": true,
      "layout": "IPY_MODEL_9ade5f7ae9554f518d263aa6c35ff33c",
      "style": "IPY_MODEL_c5ac44bd712e426ebc88fee831a8c065",
      "value": true
     }
    },
    "df3439fddeef4ce4be32c3d6b34c3ca2": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e407896b07bc43c2bcfacdfdf1509954": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_96c8643717aa43b3b505e66492f32c34",
      "placeholder": "​",
      "style": "IPY_MODEL_89507466f1f542bb9f25c615357e5e38",
      "value": " 11332/11332 [00:22&lt;00:00, 517.03 examples/s]"
     }
    },
    "e4762729bac84419a4a94760afad7662": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_bf3a8a322380458a8972a0a91d1dc1f4",
      "placeholder": "​",
      "style": "IPY_MODEL_241f073814c645819ce55984ed6d0ac6",
      "value": " 5.76k/5.76k [00:00&lt;00:00, 416kB/s]"
     }
    },
    "e49fe2adabcd4181827810f75ab5b201": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e4f5e8c1bbc546deb86d22f5a89581bf": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e6ccceb1910240f49f7821ea128aeec4": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e7ae8b1625f049e2a4cc96f53b5365f4": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "e7bcb57bf9554957afe1e41de5430936": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "e7f796ff99704376b5f85021e382b070": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e8d2f2df4bf647b189a557defe7a56de": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e9feec7a5a034c90afaee1bdcbe391c8": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "ea0558aa8945471d92927818c6bf91f1": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_a1dd85741f124c0fbcebe373a78b4c81",
      "placeholder": "​",
      "style": "IPY_MODEL_982a476c92054908b2d05f16684992ac",
      "value": " 2.54k/2.54k [00:00&lt;00:00, 198kB/s]"
     }
    },
    "eab5e1703437477bbbfde4949ef48113": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "ec424ec603894bbf922446366b5be80e": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "ec8a7eb771c44fdbb65368ab551668ad": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "ef663c8896d44af9af493e620c6c0f65": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "f1446bd86d3442d0888c55666d4bb75f": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "f38a1ee5ac244d4eb54bc5271ec7e9dc": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "f5da140def6e4cf7b42b840474d56a6e": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "f5e4a8185c0d450bb54bec7872f70545": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_4c53153df5f54c7c819bd33a678e2021",
      "placeholder": "​",
      "style": "IPY_MODEL_52501040b62a4f77af745b57dca66529",
      "value": " 2.72M/? [00:00&lt;00:00, 35.6MB/s]"
     }
    },
    "f69d3f75792e460b99a64a71e7676597": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "f70db352edf94a50a43182cf4dddfc0e": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "f85690ac19834e889eafe33e324fbf23": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "f8cf77e0699345cbb4a37d8d38367f13": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "faaac00de5c04b59bf1dc130a540ce6d": {
     "model_module": "@jupyter-widgets/base",
     "model_module_version": "1.2.0",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "fb1f1172b4054e3088ebecdf63dafc6e": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_311486197a4d495b83b277ac8fc95003",
      "placeholder": "​",
      "style": "IPY_MODEL_7dacffefa38742449a27c0029b091b03",
      "value": "(…)-base/resolve/main/tokenizer_config.json: 100%"
     }
    },
    "fc1bacf08b154023bb369a56471d1cf4": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_323434f8cc0a4f8b9adef878db074565",
      "max": 2,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_f1446bd86d3442d0888c55666d4bb75f",
      "value": 2
     }
    },
    "fdda278ea36048a5a5b94a88641c6424": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_53e19bae664d44868bbe9d7f151b0799",
      "placeholder": "​",
      "style": "IPY_MODEL_8327e1ed3dfe414c93b68fda46e1e2c2",
      "value": " 147/147 [00:00&lt;00:00, 12.9kB/s]"
     }
    },
    "ff8f3ed21f8c4b1da1cd9163cfbc5c66": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "ButtonStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ButtonStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "button_color": null,
      "font_weight": ""
     }
    },
    "ffc4fd9d699b4bd3bec403772107406b": {
     "model_module": "@jupyter-widgets/controls",
     "model_module_version": "1.5.0",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_2e4dcaa1854f417790374e560521d6f9",
       "IPY_MODEL_6695ffc1af3847d393fd5b0838a1b890",
       "IPY_MODEL_997e00dc1cff48d9812b47e3797faa0b"
      ],
      "layout": "IPY_MODEL_a4cfd0d77cca4d89aa902717283879c9"
     }
    }
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}