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feat: support Model Yuan2.0, a new generation Fundamental Large Language Model developed by IEIT System #2936

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merged 1 commit into from
Jan 24, 2024

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@cauwulixuan cauwulixuan commented Jan 19, 2024

Why are these changes needed?

Yuan2.0 is a new generation Fundamental Large Language Model developed by IEIT System. We have published all three models, Yuan 2.0-102B, Yuan 2.0-51B, and Yuan 2.0-2B. And we provide relevant scripts for pretraining, fine-tuning, and inference services for other developers. Yuan2.0 is based on Yuan1.0, utilizing a wider range of high-quality pre training data and instruction fine-tuning datasets to enhance the model's understanding of semantics, mathematics, reasoning, code, knowledge, and other aspects.

  1. As we can see, Yuan2.0 provided an chat template
  2. The model is Yuan2.0.
  3. when loading tokenizer, several special should be set tokens explicitly.
  4. set model registry info, based on Yuan2.0 README

Here gives some demos:

user: 您好。
assistant: 您好,请问您需要哪方面的帮助?

{'conv_template': 'yuan2', 'prompt': '您好。<sep>', 'outputs': '您好,请问您需要哪方面的帮助?', 'speed (token/s)': 5.69}

user: 给我写首诗,主题是明月。
assistant: 明月生在水中央,
轻云浮动望不穷。<n>夜色清光洒满空,<n>辉辉点点映江枫。<n>徘徊独步望明月,<n>空明月色照唐三。<n>愿您片刻得平安,<n>愿您早日展雄风。<n>祝您身体健康,<n>愿您前程似锦腾。

{'conv_template': 'yuan2', 'prompt': '您好。<n>您好,请问您需要哪方面的帮助?<n>给我写首诗,主题是明月。<sep>', 'outputs': '明月生在水中央,\n轻云浮动望不穷。<n>夜色清光洒满空,<n>辉辉点点映江枫。<n>徘徊独步望明月,<n>空明月色照唐三。<n>愿您片刻得平安,<n>愿您早日展雄风。<n>祝您身体健康,<n>愿您前程似锦腾。', 'speed (token/s)': 32.89}

user: 写一段knn算法。
assistant: 以下是使用Python编写的简单高斯混合模型(KNN)算法的代码,用于对输入数据进行K近邻分类。
```python
import numpy as np
def KNN(X, y, k):
    # 获取数据集大小和样本数量
    n = len(X)
    # 创建一个向量X,包含所有输入特征
    X = np.array([x for x in X])
    # 创建一个向量y,包含所有输入标签
    y = np.array([y for y in y])
    # 创建一个向量X,包含所有输入特征的索引
    X_indices = np.where(np.array(range(n)).reshape(-1, 1) == y)[0]
    # 创建一个空的向量Y,用于存储每个样本的预测标签
    Y = np.zeros(n)
    # 对每个样本进行K近邻分类
    for i in range(n):
        # 获取当前样本的标签
        current_label = y[i]
        # 获取当前样本的k近邻样本的标签
        nearest_label = X_indices[np.argmin(np.linalg.norm(X[i] - X)**2, axis=1)]
        # 根据K值和当前样本的标签进行比较,选择最近的标签作为预测标签
        if current_label == nearest_label:
            Y[i] = current_label
        else:
            Y[i] = nearest_label
    # 对预测标签进行排序,并返回结果
    return sorted(Y, key=lambda x: Y[X_indices.index(X[np.argmin(np.abs(X[np.argmin(K]-X[np.argmin(K)]))])])

{'conv_template': 'yuan2', 'prompt': '您好。您好,请问您需要哪方面的帮助?给我写首诗,主题是明月。明月生在水中央,\n轻云浮动望不穷。夜色清光洒满空,辉辉点点映江枫。徘徊独步望明月,空明月色照唐三。愿您片刻得平安,愿您早日展雄风。祝您身体健康,愿您前程似锦腾。写一段knn算法。', 'outputs': '以下是使用Python编写的简单高斯混合模型(KNN)算法的代码,用于对输入数据进行K近邻分类。\npython\nimport numpy as np\ndef KNN(X, y, k):\n # 获取数据集大小和样本数量\n n = len(X)\n # 创建一个向量X,包含所有输入特征\n X = np.array([x for x in X])\n # 创建一个向量y,包含所有输入标签\n y = np.array([y for y in y])\n # 创建一个向量X,包含所有输入特征的索引\n X_indices = np.where(np.array(range(n)).reshape(-1, 1) == y)[0]\n # 创建一个空的向量Y,用于存储每个样本的预测标签\n Y = np.zeros(n)\n # 对每个样本进行K近邻分类\n for i in range(n):\n # 获取当前样本的标签\n current_label = y[i]\n # 获取当前样本的k近邻样本的标签\n nearest_label = X_indices[np.argmin(np.linalg.norm(X[i] - X)**2, axis=1)]\n # 根据K值和当前样本的标签进行比较,选择最近的标签作为预测标签\n if current_label == nearest_label:\n Y[i] = current_label\n else:\n Y[i] = nearest_label\n # 对预测标签进行排序,并返回结果\n return sorted(Y, key=lambda x: Y[X_indices.index(X[np.argmin(np.abs(X[np.argmin(K]-X[np.argmin(K)]))])])\n', 'speed (token/s)': 29.11}

user:


## Checks

- [ ] I've run `format.sh` to lint the changes in this PR.
- [ ] I've included any doc changes needed.
- [ ] I've made sure the relevant tests are passing (if applicable).

@merrymercy merrymercy merged commit eca55f5 into lm-sys:main Jan 24, 2024
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silk55 pushed a commit to silk55/FastChat that referenced this pull request Jan 26, 2024
renning22 added a commit to shaleprotocol/Shale-Serve-API that referenced this pull request Feb 24, 2024
* Remove hardcode flash-attn disable setting (lm-sys#2342)

* Document turning off proxy_buffering when api is streaming (lm-sys#2337)

* Simplify huggingface api example (lm-sys#2355)

* Update sponsor logos (lm-sys#2367)

* if LOGDIR is empty, then don't try output log to local file (lm-sys#2357)

Signed-off-by: Lei Wen <wenlei03@qiyi.com>
Co-authored-by: Lei Wen <wenlei03@qiyi.com>

* add best_of and use_beam_search for completions interface (lm-sys#2348)

Signed-off-by: Lei Wen <wenlei03@qiyi.com>
Co-authored-by: Lei Wen <wenlei03@qiyi.com>

* Extract upvote/downvote from log files (lm-sys#2369)

* Revert "add best_of and use_beam_search for completions interface" (lm-sys#2370)

* Improve doc (lm-sys#2371)

* add best_of and use_beam_search for completions interface (lm-sys#2372)

Signed-off-by: Lei Wen <wenlei03@qiyi.com>
Co-authored-by: Lei Wen <wenlei03@qiyi.com>

* update monkey patch for llama2 (lm-sys#2379)

* Make E5 adapter more restrict to reduce mismatch (lm-sys#2381)

* Update UI and sponsers (lm-sys#2387)

* Use fsdp api for save save (lm-sys#2390)

* Release v0.2.27

* Spicyboros + airoboros 2.2 template update. (lm-sys#2392)

Co-authored-by: Jon Durbin <jon.durbin@onna.com>

* bugfix of openai_api_server for fastchat.serve.vllm_worker (lm-sys#2398)

Co-authored-by: wuyongyu <wuyongyu@atomecho.xyz>

* Revert "bugfix of openai_api_server for fastchat.serve.vllm_worker" (lm-sys#2400)

* Revert "add best_of and use_beam_search for completions interface" (lm-sys#2401)

* Release a v0.2.28 with bug fixes and more test cases

* Fix model_worker error (lm-sys#2404)

* Added google/flan models and fixed AutoModelForSeq2SeqLM when loading T5 compression model (lm-sys#2402)

* Rename twitter to X (lm-sys#2406)

* Update huggingface_api.py (lm-sys#2409)

* Add support for baichuan2 models (lm-sys#2408)

* Fixed character overlap issue when api streaming output (lm-sys#2431)

* Support custom conversation template in multi_model_worker (lm-sys#2434)

* Add Ascend NPU support (lm-sys#2422)

* Add raw conversation template (lm-sys#2417) (lm-sys#2418)

* Improve docs & UI (lm-sys#2436)

* Fix Salesforce xgen inference (lm-sys#2350)

* Add support for Phind-CodeLlama models (lm-sys#2415) (lm-sys#2416)

Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>

* Add falcon 180B chat conversation template (lm-sys#2384)

* Improve docs (lm-sys#2438)

* add dtype and seed (lm-sys#2430)

* Data cleaning scripts for dataset release (lm-sys#2440)

* merge google/flan based adapters: T5Adapter, CodeT5pAdapter, FlanAdapter (lm-sys#2411)

* Fix docs

* Update UI (lm-sys#2446)

* Add Optional SSL Support to controller.py (lm-sys#2448)

* Format & Improve docs

* Release v0.2.29 (lm-sys#2450)

* Show terms of use as an JS alert (lm-sys#2461)

* vllm worker awq quantization update (lm-sys#2463)

Co-authored-by: 董晓龙 <dongxiaolong@shiyanjia.com>

* Fix falcon chat template (lm-sys#2464)

* Fix chunk handling when partial chunks are returned (lm-sys#2485)

* Update openai_api_server.py to add an SSL option (lm-sys#2484)

* Update vllm_worker.py (lm-sys#2482)

* fix typo quantization (lm-sys#2469)

* fix vllm quanziation args

* Update README.md (lm-sys#2492)

* Huggingface api worker (lm-sys#2456)

* Update links to lmsys-chat-1m (lm-sys#2497)

* Update train code to support the new tokenizer (lm-sys#2498)

* Third Party UI Example (lm-sys#2499)

* Add metharme (pygmalion) conversation template (lm-sys#2500)

* Optimize for proper flash attn causal handling (lm-sys#2503)

* Add Mistral AI instruction template (lm-sys#2483)

* Update monitor & plots (lm-sys#2506)

* Release v0.2.30 (lm-sys#2507)

* Fix for single turn dataset (lm-sys#2509)

* replace os.getenv with os.path.expanduser because the first one doesn… (lm-sys#2515)

Co-authored-by: khalil <k.hennara@work-with-nerds.ca>

* Fix arena (lm-sys#2522)

* Update Dockerfile (lm-sys#2524)

* add Llama2ChangAdapter (lm-sys#2510)

* Add ExllamaV2 Inference Framework Support. (lm-sys#2455)

* Improve docs (lm-sys#2534)

* Fix warnings for new gradio versions (lm-sys#2538)

* revert the gradio change; now works for 3.40

* Improve chat templates (lm-sys#2539)

* Add Zephyr 7B Alpha (lm-sys#2535)

* Improve Support for Mistral-Instruct (lm-sys#2547)

* correct max_tokens by context_length instead of raise exception (lm-sys#2544)

* Revert "Improve Support for Mistral-Instruct" (lm-sys#2552)

* Fix Mistral template (lm-sys#2529)

* Add additional Informations from the vllm worker (lm-sys#2550)

* Make FastChat work with LMSYS-Chat-1M Code (lm-sys#2551)

* Create `tags` attribute to fix `MarkupError` in rich CLI (lm-sys#2553)

* move BaseModelWorker outside serve.model_worker to make it independent (lm-sys#2531)

* Misc style and bug fixes (lm-sys#2559)

* Fix README.md (lm-sys#2561)

* release v0.2.31 (lm-sys#2563)

* resolves lm-sys#2542 modify dockerfile to upgrade cuda to 12.2.0 and pydantic 1.10.13 (lm-sys#2565)

* Add airoboros_v3 chat template (llama-2 format) (lm-sys#2564)

* Add Xwin-LM V0.1, V0.2 support (lm-sys#2566)

* Fixed model_worker generate_gate may blocked main thread (lm-sys#2540) (lm-sys#2562)

* feat: add claude-v2 (lm-sys#2571)

* Update vigogne template (lm-sys#2580)

* Fix issue lm-sys#2568: --device mps led to TypeError: forward() got an unexpected keyword argument 'padding_mask'. (lm-sys#2579)

* Add Mistral-7B-OpenOrca conversation_temmplate (lm-sys#2585)

* docs: bit misspell comments model adapter default template name conversation (lm-sys#2594)

* Update Mistral template (lm-sys#2581)

* Fix <s> in mistral template

* Update README.md  (vicuna-v1.3 -> vicuna-1.5) (lm-sys#2592)

* Update README.md to highlight chatbot arena (lm-sys#2596)

* Add Lemur model (lm-sys#2584)

Co-authored-by: Roberto Ugolotti <Roberto.UGOLOTTI@ec.europa.eu>

* add trust_remote_code=True in BaseModelAdapter (lm-sys#2583)

* Openai interface add use beam search and best of 2 (lm-sys#2442)

Signed-off-by: Lei Wen <wenlei03@qiyi.com>
Co-authored-by: Lei Wen <wenlei03@qiyi.com>

* Update qwen and add pygmalion (lm-sys#2607)

* feat: Support model AquilaChat2 (lm-sys#2616)

* Added settings vllm (lm-sys#2599)

Co-authored-by: bodza <bodza@qnovi.de>
Co-authored-by: bodza <sebastian.bodza@qnovi.de>

* [Logprobs] Support logprobs=1 (lm-sys#2612)

* release v0.2.32

* fix: Fix for OpenOrcaAdapter to return correct conversation template (lm-sys#2613)

* Make fastchat.serve.model_worker to take debug argument (lm-sys#2628)

Co-authored-by: hi-jin <crushed7@o.cnu.ac.kr>

* openchat 3.5 model support (lm-sys#2638)

* xFastTransformer framework support (lm-sys#2615)

* feat: support custom models vllm serving (lm-sys#2635)

* kill only fastchat process (lm-sys#2641)

* Update server_arch.png

* Use conv.update_last_message api in mt-bench answer generation (lm-sys#2647)

* Improve Azure OpenAI interface (lm-sys#2651)

* Add required_temp support in jsonl format to support flexible temperature setting for gen_api_answer (lm-sys#2653)

* Pin openai version < 1 (lm-sys#2658)

* Remove exclude_unset parameter (lm-sys#2654)

* Revert "Remove exclude_unset parameter" (lm-sys#2666)

* added support for CodeGeex(2) (lm-sys#2645)

* add chatglm3 conv template support in conversation.py (lm-sys#2622)

* UI and model change (lm-sys#2672)

Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>

* train_flant5: fix typo (lm-sys#2673)

* Fix gpt template (lm-sys#2674)

* Update README.md (lm-sys#2679)

* feat: support template's stop_str as list (lm-sys#2678)

* Update exllama_v2.md (lm-sys#2680)

* save model under deepspeed (lm-sys#2689)

* Adding SSL support for model workers and huggingface worker (lm-sys#2687)

* Check the max_new_tokens <= 0 in openai api server (lm-sys#2688)

* Add Microsoft/Orca-2-7b and update model support docs (lm-sys#2714)

* fix tokenizer of chatglm2 (lm-sys#2711)

* Template for using Deepseek code models (lm-sys#2705)

* add support for Chinese-LLaMA-Alpaca (lm-sys#2700)

* Make --load-8bit flag work with weights in safetensors format (lm-sys#2698)

* Format code and minor bug fix (lm-sys#2716)

* Bump version to v0.2.33 (lm-sys#2717)

* fix tokenizer.pad_token attribute error (lm-sys#2710)

* support stable-vicuna model (lm-sys#2696)

* Exllama cache 8bit (lm-sys#2719)

* Add Yi support (lm-sys#2723)

* Add Hermes 2.5 [fixed] (lm-sys#2725)

* Fix Hermes2Adapter (lm-sys#2727)

* Fix YiAdapter (lm-sys#2730)

* add trust_remote_code argument (lm-sys#2715)

* Add revision arg to MT Bench answer generation (lm-sys#2728)

* Fix MPS backend 'index out of range' error (lm-sys#2737)

* add starling support (lm-sys#2738)

* Add deepseek chat (lm-sys#2760)

* a convenient script for spinning up the API with Model Workers (lm-sys#2790)

* Prevent returning partial stop string in vllm worker (lm-sys#2780)

* Update UI and new models (lm-sys#2762)

* Support MetaMath (lm-sys#2748)

* Use common logging code in the OpenAI API server (lm-sys#2758)

Co-authored-by: Warren Francis <warren@kududyn.com>

* Show how to turn on experiment tracking for fine-tuning (lm-sys#2742)

Co-authored-by: Morgan McGuire <morganmcguire@Morgans-MacBook-Pro.local>

* Support xDAN-L1-Chat Model  (lm-sys#2732)

* Format code

* Update the version to 0.2.34 (lm-sys#2793)

* add dolphin (lm-sys#2794)

* Fix tiny typo (lm-sys#2805)

* Add instructions for evaluating on MT bench using vLLM (lm-sys#2770)

* Update README.md

* Add SOLAR-10.7b Instruct Model (lm-sys#2826)

* Update README.md (lm-sys#2852)

* fix: 'compeletion' typo (lm-sys#2847)

* Add Tunnelmole as an open source alternative to ngrok and include usage instructions (lm-sys#2846)

* update readme

* update mt-bench readme

* Add support for CatPPT (lm-sys#2840)

* Add functionality to ping AI2 InferD endpoints for tulu 2 (lm-sys#2832)

Co-authored-by: Sam Skjonsberg <sams@allenai.org>

* add download models from www.modelscope.cn (lm-sys#2830)

Co-authored-by: mulin.lyh <mulin.lyh@taobao.com>

* Fix conv_template of chinese alpaca 2 (lm-sys#2812)

* add bagel model adapter (lm-sys#2814)

* add root_path argument to gradio web server. (lm-sys#2807)

Co-authored-by: bertls <s.bertl@iaea.org>

* Import `accelerate` locally to avoid it as a strong dependency (lm-sys#2820)

* Replace dict merge with unpacking for compatibility of 3.8 in vLLM worker (lm-sys#2824)

Signed-off-by: rudeigerc <rudeigerc@gmail.com>

* Format code (lm-sys#2854)

* Openai API migrate (lm-sys#2765)

* fix openai api server docs

* Add a16z as a sponser

* Add new models (Perplexity, gemini) & Separate GPT versions (lm-sys#2856)

Co-authored-by: Wei-Lin Chiang <infwinston@gmail.com>

* Clean error messages (lm-sys#2857)

* Update docs (lm-sys#2858)

* Modify doc description (lm-sys#2859)

* Fix the problem of not using the decoding method corresponding to the base model in peft mode (lm-sys#2865)

* update a new sota model on MT-Bench which touch an 8.8 scores. (lm-sys#2864)

* NPU needs to be initialized when starting a new process (lm-sys#2843)

* Fix the problem with "vllm + chatglm3" (lm-sys#2845) (lm-sys#2876)

Co-authored-by: 姚峰 <yaofeng@chinaums.com>

* Update token spacing for mistral conversation.py (lm-sys#2872)

* check if hm in models before deleting to avoid errors (lm-sys#2870)

Co-authored-by: Your Name <you@example.com>

* Add TinyLlama (lm-sys#2889)

* Fix bug that model doesn't automatically switch peft adapter (lm-sys#2884)

* Update web server commands (lm-sys#2869)

* fix the tokenize process and prompt template of chatglm3 (lm-sys#2883)

Co-authored-by: 章焕锭 <zhanghuanding@zj.chinamobile.com>

* Add `Notus` support (lm-sys#2813)

Co-authored-by: alvarobartt <alvaro@argilla.io>

* feat: support anthropic api with api_dict (lm-sys#2879)

* Update model_adapter.py (lm-sys#2895)

* leaderboard code update (lm-sys#2867)

* fix: change order of SEQUENCE_LENGTH_KEYS (lm-sys#2925)

* fix baichuan:apply_prompt_template call args error (lm-sys#2921)

Co-authored-by: Zheng Hao <forcelss@ForcelessMacBook-Pro.local>

* Fix a typo in openai_api_server.py (lm-sys#2905)

* feat: use variables OPENAI_MODEL_LIST (lm-sys#2907)

* Add TenyxChat-7B-v1 model (lm-sys#2901)

Co-authored-by: sarath@L3 <[omitted]>

* add support for iei yuan2.0 (https://huggingface.co/IEITYuan) (lm-sys#2919)

* nous-hermes-2-mixtral-dpo (lm-sys#2922)

* Bump the version to 0.2.35 (lm-sys#2927)

* fix specify local path issue use model from www.modelscope.cn (lm-sys#2934)

Co-authored-by: mulin.lyh <mulin.lyh@taobao.com>

* support openai embedding for topic clustering (lm-sys#2729)

* Remove duplicate API endpoint (lm-sys#2949)

* Update Hermes Mixtral (lm-sys#2938)

* Enablement of REST API Usage within Google Colab Free Tier (lm-sys#2940)

* Create a new worker implementation for Apple MLX (lm-sys#2937)

* feat: support Model Yuan2.0, a new generation Fundamental Large Language Model developed by IEIT System (lm-sys#2936)

* Fix the pooling method of BGE embedding model (lm-sys#2926)

* format code

* SGLang Worker (lm-sys#2928)

* Fix sglang worker (lm-sys#2953)

* Update mlx_worker to be async (lm-sys#2958)

* Integrate LightLLM into serve worker (lm-sys#2888)

* Copy button (lm-sys#2963)

* feat: train with template (lm-sys#2951)

* fix content maybe a str (lm-sys#2968)

* Adding download folder information in README (lm-sys#2972)

* use cl100k_base as the default tiktoken encoding (lm-sys#2974)

Signed-off-by: bjwswang <bjwswang@gmail.com>

* Update README.md (lm-sys#2975)

* Fix tokenizer for vllm worker (lm-sys#2984)

* update yuan2.0 generation (lm-sys#2989)

* fix: tokenization mismatch when training with different templates (lm-sys#2996)

* fix: inconsistent tokenization by llama tokenizer (lm-sys#3006)

* Fix type hint for play_a_match_single (lm-sys#3008)

* code update (lm-sys#2997)

* Update model_support.md (lm-sys#3016)

* Update lightllm_integration.md (lm-sys#3014)

* Upgrade gradio to 4.17 (lm-sys#3027)

* Update MLX integration to use new generate_step function signature (lm-sys#3021)

* Update readme (lm-sys#3028)

* Update gradio version in `pyproject.toml` and fix a bug (lm-sys#3029)

* Update gradio demo and API model providers (lm-sys#3030)

* Gradio Web Server for Multimodal Models (lm-sys#2960)

Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>

* Migrate the gradio server to openai v1 (lm-sys#3032)

* Update version to 0.2.36 (lm-sys#3033)

Co-authored-by: Wei-Lin Chiang <infwinston@gmail.com>

* Add llava 34b template (lm-sys#3034)

* Update model support  (lm-sys#3040)

* Add psutil to pyproject.toml dependencies (lm-sys#3039)

* Fix SGLang worker (lm-sys#3045)

* Random VQA Sample button for VLM direct chat (lm-sys#3041)

* Update arena.md to fix link (lm-sys#3051)

* multi inference

---------

Signed-off-by: Lei Wen <wenlei03@qiyi.com>
Signed-off-by: rudeigerc <rudeigerc@gmail.com>
Signed-off-by: bjwswang <bjwswang@gmail.com>
Co-authored-by: Trangle <kw_w@foxmail.com>
Co-authored-by: Nathan Stitt <nathan@stitt.org>
Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>
Co-authored-by: leiwen83 <leiwen83@users.noreply.github.com>
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