doc: update W&B related doc #10086
doc: update W&B related doc #10086
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There's also |
| @@ -18,8 +18,8 @@ This page regroups resources around 🤗 Transformers developed by the community | |||
| | [Fine-tune DialoGPT on New Datasets and Languages](https://github.com/ncoop57/i-am-a-nerd/blob/master/_notebooks/2020-05-12-chatbot-part-1.ipynb) | How to fine-tune the DialoGPT model on a new dataset for open-dialog conversational chatbots | [Nathan Cooper](https://github.com/ncoop57) | [](https://colab.research.google.com/github/ncoop57/i-am-a-nerd/blob/master/_notebooks/2020-05-12-chatbot-part-1.ipynb) | | |||
| | [Long Sequence Modeling with Reformer](https://github.com/patrickvonplaten/notebooks/blob/master/PyTorch_Reformer.ipynb) | How to train on sequences as long as 500,000 tokens with Reformer | [Patrick von Platen](https://github.com/patrickvonplaten) | [](https://colab.research.google.com/github/patrickvonplaten/notebooks/blob/master/PyTorch_Reformer.ipynb) | | |||
| | [Fine-tune BART for Summarization](https://github.com/ohmeow/ohmeow_website/blob/master/_notebooks/2020-05-23-text-generation-with-blurr.ipynb) | How to fine-tune BART for summarization with fastai using blurr | [Wayde Gilliam](https://ohmeow.com/) | [](https://colab.research.google.com/github/ohmeow/ohmeow_website/blob/master/_notebooks/2020-05-23-text-generation-with-blurr.ipynb) | | |||
| | [Fine-tune a pre-trained Transformer on anyone's tweets](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb) | How to generate tweets in the style of your favorite Twitter account by fine-tune a GPT-2 model | [Boris Dayma](https://github.com/borisdayma) | [](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb) | | |||
| | [A Step by Step Guide to Tracking Hugging Face Model Performance](https://colab.research.google.com/drive/1NEiqNPhiouu2pPwDAVeFoN4-vTYMz9F8) | A quick tutorial for training NLP models with HuggingFace and & visualizing their performance with Weights & Biases | [Jack Morris](https://github.com/jxmorris12) | [](https://colab.research.google.com/drive/1NEiqNPhiouu2pPwDAVeFoN4-vTYMz9F8) | | |||
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Is @jxmorris12 ok to have their notebook replaced?
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I think there was a confusion here:
- the colab listed was actually from @cvphelps
- there is a report called a step by step guide to tracking HF model performance from @jxmorris12 but it's a W&B report (and I think HF instructions are now outdated)
On a more general note, the list contains many outdated notebooks that don't run anymore, should they be removed?
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I'd leave that to the authors of the notebooks (remove or update). I think it's clear enough this is a community page and those are not tested/maintained by the team :-)
examples/README.md
Outdated
| <td style="text-align:left">WANDB_DISABLED</td> | ||
| <td style="text-align:left">Set to <b>true</b> to disable logging entirely</td> |
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I would avoid documenting this env variable as it will be deprecated pretty soon (it's been on my TODO for a little bit): there is now a report_to argument in the TrainingArguments where you can select the integrations you want to use.
For now the default is all of them but in v5, we will switch to none, so it's a good habit to start using this flag :-)
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Great to know! Should I add something related to it in the W&B section of HF docs?
I'll also add it in W&B docs.
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Ok I added report_to. As for WANDB_DISABLED it seems to be currently the only way to disable wandb when it's installed and I know some people sometimes use it for tests. Maybe we should remove it when you set report_to to None.
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Yeah I deprecated it in #10100, will remove it in v5 once the switch of default is done.
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So if you just remove those two lines here, we'll be ready to merge!
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
What does this PR do?
Updates W&B related documentation:
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