Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models,高质量中文预训练模型&大模型&多模态模型&大语言模型集合
https://github.com/lonePatient/awesome-pretrained-chinese-nlp-models

Last synced: 1 day ago
JSON representation

  • ChatLLM

    • 🤗HF - moe/) |
    • [🤗HF\ - Chat](https://github.com/SUSTech-IDEA/SUS-Chat)![Star](https://img.shields.io/github/stars/SUSTech-IDEA/SUS-Chat.svg?style=social&label=Star) | [SUSTech-IDEA](https://github.com/SUSTech-IDEA) | CD | |
    • ckpt
    • [🤗HF\ - handbook](https://github.com/huggingface/alignment-handbook)![Star](https://img.shields.io/github/stars/huggingface/alignment-handbook.svg?style=social&label=Star) | [Hugging Face H4](https://huggingface.co/HuggingFaceH4) | CD | [Paper](https://arxiv.org/abs/2310.16944) |
    • [🤗HF\ - src](https://github.com/mistralai/mistral-src)![Star](https://img.shields.io/github/stars/mistralai/mistral-src.svg?style=social&label=Star) | [Mistral AI](https://github.com/mistralai) | CD | [Paper](https://arxiv.org/abs/2310.06825) |
    • ckpt-7b - 13b](https://huggingface.co/ziqingyang/chinese-alpaca-2-13b-16k) | [Chinese-LLaMA-Alpaca-2](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2)[![Star](https://camo.githubusercontent.com/7ff8758af0b2252b116aa7edcb250296666b1aa7b628a867f518dc87357cfc48/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f796d6375692f4368696e6573652d4c4c614d412d416c706163612d322e7376673f7374796c653d736f6369616c266c6162656c3d53746172)](https://camo.githubusercontent.com/7ff8758af0b2252b116aa7edcb250296666b1aa7b628a867f518dc87357cfc48/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f796d6375692f4368696e6573652d4c4c614d412d416c706163612d322e7376673f7374796c653d736f6369616c266c6162656c3d53746172) | [Yiming Cui](https://github.com/ymcui) | CD | |
    • [🤗HF\ - techreport/tree/main) |
    • [🤗HF\ - techreport/tree/main) |
    • [🤗HF\ - Chat](https://github.com/RUC-GSAI/YuLan-Chat) | [中国人民大学](https://github.com/RUC-GSAI) | CD | |
    • [🤗HF\ - LLM](https://github.com/kendryte/Toucan-LLM)![Star](https://img.shields.io/github/stars/kendryte/Toucan-LLM.svg?style=social&label=Star) | [Kendryte](https://github.com/kendryte) | CD | |
    • [🤗HF\
    • ckpt - LLaMA-Alpaca-2](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2)[![Star](https://camo.githubusercontent.com/7ff8758af0b2252b116aa7edcb250296666b1aa7b628a867f518dc87357cfc48/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f796d6375692f4368696e6573652d4c4c614d412d416c706163612d322e7376673f7374796c653d736f6369616c266c6162656c3d53746172)](https://camo.githubusercontent.com/7ff8758af0b2252b116aa7edcb250296666b1aa7b628a867f518dc87357cfc48/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f796d6375692f4368696e6573652d4c4c614d412d416c706163612d322e7376673f7374796c653d736f6369616c266c6162656c3d53746172) | [Yiming Cui](https://github.com/ymcui) | CD | |
    • [🤗HF\
    • ckpt
    • ckpt - LLaMA-Alpaca-2](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2)![Star](https://img.shields.io/github/stars/ymcui/Chinese-LLaMA-Alpaca-2.svg?style=social&label=Star) | [Yiming Cui](https://github.com/ymcui) | CD | |
    • [🤗HF\ - ai) | CD | |
    • [🤗HF\ - charlie/BatGPT)![Star](https://img.shields.io/github/stars/zcli-charlie/BatGPT.svg?style=social&label=Star) | [上海交通大学](https://huggingface.co/MLP-lab) | ND | [Paper](https://arxiv.org/abs/2307.00360) |
    • [🤗HF\
    • [🤗HF\ - Chinese-chat](https://github.com/CrazyBoyM/llama2-Chinese-chat)![Star](https://img.shields.io/github/stars/CrazyBoyM/llama2-Chinese-chat.svg?style=social&label=Star) | [Ke Bai](https://github.com/CrazyBoyM) | CD | |
    • [🤗HF\
    • [🤗HF\
    • ckpt-7B - 13B](https://huggingface.co/llamaste/Llama-2-13b-chat) [ckpt-70B](https://huggingface.co/llamaste/Llama-2-70b-chat) | [llama](https://github.com/facebookresearch/llama)![Star](https://img.shields.io/github/stars/facebookresearch/llama.svg?style=social&label=Star) | [Meta](https://github.com/facebookresearch) | CD | [Paper](https://scontent-hkg4-1.xx.fbcdn.net/v/t39.2365-6/10000000_663429262362723_1696968207443577320_n.pdf?_nc_cat=101&ccb=1-7&_nc_sid=3c67a6&_nc_ohc=5ol-jUSglG4AX-br54S&_nc_ht=scontent-hkg4-1.xx&oh=00_AfDzh9f2kFTRk-FIieoySi12fhBjvJP4Bv-ZJTxRtdoXJg&oe=64BBB691) |
    • [🤗HF\ - NLP-MT) | CD | [Paper](https://arxiv.org/pdf/2307.06018.pdf) |
    • [🤗HF\
    • [🤗HF\ - techreport/tree/main) |
    • bdNet-hiks - StableVicuna](https://github.com/ziwang-com/chinese-StableVicuna)![Star](https://img.shields.io/github/stars/ziwang-com/chinese-StableVicuna.svg?style=social&label=Star) | [ziwang-com](https://github.com/ziwang-com) | CD | |
    • [🤗HF\
    • [🤗HF\
    • ckpt
    • [🤗HF\
    • [🤗HF\ - Open/FlagAI/tree/master/examples/Aquila)![Star](https://img.shields.io/github/stars/FlagAI-Open/FlagAI.svg?style=social&label=Star) | [FlagAI](https://github.com/FlagAI-Open) | CD | |
    • [🤗HF\ - Chat](https://github.com/RUC-GSAI/YuLan-Chat)![Star](https://img.shields.io/github/stars/RUC-GSAI/YuLan-Chat.svg?style=social&label=Star) | [中国人民大学](https://github.com/RUC-GSAI) | CD | |
    • lora-ckpt - LLaMA-Alpaca](https://github.com/ymcui/Chinese-LLaMA-Alpaca)![Star](https://img.shields.io/github/stars/ymcui/Chinese-LLaMA-Alpaca.svg?style=social&label=Star) | [Yiming Cui](https://github.com/ymcui) | CD | |
    • ckpt-180b - 7b](https://huggingface.co/TigerResearch/tigerbot-7b-sft) | [TigerBot](https://github.com/TigerResearch/TigerBot)![Star](https://img.shields.io/github/stars/TigerResearch/TigerBot.svg?style=social&label=Star) | [虎博科技](https://github.com/TigerResearch) | CD | |
    • [🤗HF\ - 7B](https://github.com/clue-ai/ChatYuan-7B)![Star](https://img.shields.io/github/stars/clue-ai/ChatYuan-7B.svg?style=social&label=Star) | [ClueAI](https://github.com/clue-ai) | CD | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - bloomchat-176b-the-multilingual-chat-based-llm/) |
    • [🤗HF\ - x](https://github.com/mbzuai-nlp/bactrian-x)![Star](https://img.shields.io/github/stars/mbzuai-nlp/bactrian-x.svg?style=social&label=Star) | [MBZUAI](https://github.com/mbzuai-nlp) | CD | |
    • [🤗HF\ - x](https://github.com/mbzuai-nlp/bactrian-x)![Star](https://img.shields.io/github/stars/mbzuai-nlp/bactrian-x.svg?style=social&label=Star) | [MBZUAI](https://github.com/mbzuai-nlp) | CD | |
    • [🤗HF\ - industry.8/) |
    • [🤗HF\
    • lora-ckpt - LLaMA-Alpaca](https://github.com/ymcui/Chinese-LLaMA-Alpaca)![Star](https://img.shields.io/github/stars/ymcui/Chinese-LLaMA-Alpaca.svg?style=social&label=Star) | [Yiming Cui](https://github.com/ymcui) | CD | |
    • [🤗HF\
    • ckpt-33b - 7b](https://drive.google.com/file/d/1x5JLae3akVkfFeDhSe3TEyUbPn_GNFyb/view?usp=share_link) [ckpt-13b](https://drive.google.com/file/d/1m_rpe6rNpN59kWvjJ3GfKeEmS-68TRYr/view?usp=share_link) | [LMFlow](https://github.com/OptimalScale/LMFlow)![Star](https://img.shields.io/github/stars/OptimalScale/LMFlow.svg?style=social&label=Star) | [香港科技大学](https://github.com/OptimalScale) | CD | |
    • [🤗HF\ - ai/ChatYuan)![Star](https://img.shields.io/github/stars/clue-ai/ChatYuan.svg?style=social&label=Star) | [元语智能](https://github.com/clue-ai) | ED | |
    • lora-ckpt - LLaMA-Alpaca](https://github.com/ymcui/Chinese-LLaMA-Alpaca)![Star](https://img.shields.io/github/stars/ymcui/Chinese-LLaMA-Alpaca.svg?style=social&label=Star) | [Yiming Cui](https://github.com/ymcui) | CD | |
    • [🤗HF\ - alpaca-lora](https://github.com/LC1332/Chinese-alpaca-lora) | 华中师范大学 | CD | |
    • [🤗HF\
    • [🤗HF\ - 6B](https://github.com/THUDM/ChatGLM-6B)![Star](https://img.shields.io/github/stars/THUDM/ChatGLM-6B.svg?style=social&label=Star) | [清华大学](https://github.com/THUDM) | ND | |
    • [🤗HF\
    • [🤗HF\
    • 🤗HF
    • [🤗HF\
    • [🤗HF\ - SCIR](https://huggingface.co/HIT-SCIR) | CD-MOE | |
    • 🤗HF - MoE](https://github.com/SkyworkAI/Skywork-MoE) | [SkyworkAI](https://github.com/SkyworkAI) | MoE | [Tech Report](https://github.com/SkyworkAI/Skywork-MoE/blob/main/skywork-moe-tech-report.pdf) |
    • baidu-hiks - StableVicuna](https://github.com/ziwang-com/chinese-StableVicuna)![Star](https://img.shields.io/github/stars/ziwang-com/chinese-StableVicuna.svg?style=social&label=Star) | [ziwang-com](https://github.com/ziwang-com) | CD | |
    • mindspore
    • [🤗HF\ - mirror.com/Unbabel) | CD | |
    • [🤗HF\ - AI/Telechat)x ![Star](https://img.shields.io/github/stars/Tele-AI/Telechat.svg?style=social&label=Star) | [Tele-AI](https://github.com/Tele-AI) | CD | [Report](https://arxiv.org/abs/2401.03804) |
    • [🤗HF\
    • [🤗HF\ - Yi-34B-Chat](https://github.com/OrionStarAI/OrionStar-Yi-34B-Chat)![Star](https://img.shields.io/github/stars/OrionStarAI/OrionStar-Yi-34B-Chat.svg?style=social&label=Star) | [OrionStarAI](https://github.com/OrionStarAI) | CD | |
    • [🤗HF\
    • [🤗HF\ - 7B](https://github.com/OPPO-Mente-Lab/AndesGPT-7B) | [OPPO-Mente-Lab](https://github.com/OPPO-Mente-Lab) | CD | |
    • [🤗HF\ - AI](https://huggingface.co/vilm) | | [TODO]() |
    • [🤗HF\
    • [🤗HF\ - AI Tech](https://github.com/hpcaitech) | CD | [Blog](https://www.hpc-ai.tech/blog/one-half-day-of-training-using-a-few-hundred-dollars-yields-similar-results-to-mainstream-large-models-open-source-and-commercial-free-domain-specific-llm-solution) |
    • [🤗HF\ - LLM](https://github.com/Alpha-VLLM/WeMix-LLM)![Star](https://img.shields.io/github/stars/Alpha-VLLM/WeMix-LLM.svg?style=social&label=Star) | [Alpha-VLLM](https://github.com/Alpha-VLLM) | CD | |
    • [🤗HF\ - AI) | CD | |
    • [🤗HF\ - 6B](https://github.com/emotibot-inc/Zhuzhi-6B)![Star](https://img.shields.io/github/stars/emotibot-inc/Zhuzhi-6B.svg?style=social&label=Star) | [竹间智能](https://github.com/emotibot-inc) | ND | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - Chinese](https://github.com/FlagAlpha/Llama2-Chinese)![Star](https://img.shields.io/github/stars/FlagAlpha/Llama2-Chinese.svg?style=social&label=Star) | [FlagAlpha](https://github.com/FlagAlpha) | CD | |
    • [🤗HF\ - sys/FastChat)![Star](https://img.shields.io/github/stars/lm-sys/FastChat.svg?style=social&label=Star) | [lm-sys](https://github.com/lm-sys) | CD | [Paper](https://arxiv.org/abs/2306.05685) |
    • [🤗HF\ - sys/FastChat)![Star](https://img.shields.io/github/stars/lm-sys/FastChat.svg?style=social&label=Star) | [lm-sys](https://github.com/lm-sys) | CD | [Paper](https://arxiv.org/abs/2306.05685) |
    • [🤗HF\ - Llama-2-7b](https://github.com/LinkSoul-AI/Chinese-Llama-2-7b)![Star](https://img.shields.io/github/stars/LinkSoul-AI/Chinese-Llama-2-7b.svg?style=social&label=Star) | [LinkSoul-AI](https://github.com/LinkSoul-AI) | CD | |
    • [🤗HF\ - 6B](https://github.com/THUDM/ChatGLM2-6B)![Star](https://img.shields.io/github/stars/THUDM/ChatGLM2-6B.svg?style=social&label=Star) | [清华大学](https://github.com/THUDM) | ND | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - Chinese](https://github.com/FittenTech/OpenLLaMA-Chinese)![Star](https://img.shields.io/github/stars/FittenTech/OpenLLaMA-Chinese.svg?style=social&label=Star) | [FittenTech](https://github.com/FittenTech) | CD | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - PLUG/ChatPLUG)![Star](https://img.shields.io/github/stars/X-PLUG/ChatPLUG.svg?style=social&label=Star) | [阿里巴巴](https://github.com/X-PLUG) | ED | [Paper](https://arxiv.org/pdf/2304.07849.pdf) |
    • [🤗HF\
    • [🤗HF\
    • 🤗HF - 06_nemotron-4-340b). |
    • 🤗HF - AGI](https://huggingface.co/GEB-AGI) | CD | [Paper](https://arxiv.org/pdf/2406.09900) |
    • 🤗HF - 1.9B](https://github.com/bilibili/Index-1.9B) | [bilibili](https://github.com/bilibili) | CD | [Report](https://github.com/bilibili/Index-1.9B/blob/main/Index-1.9B%20%E6%8A%80%E6%9C%AF%E6%8A%A5%E5%91%8A.pdf) |
    • [🤗HF\ - ai/Yi) ![Star](https://img.shields.io/github/stars/01-ai/Yi.svg?style=social&label=Star) | [01.AI](https://github.com/01-ai) | CD | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • 🤗HF - 3.0-language-models](https://github.com/ibm-granite/granite-3.0-language-models) | [ibm-granite](https://github.com/ibm-granite) | MoE | [Paper](https://github.com/ibm-granite/granite-3.0-language-models/blob/main/paper.pdf) |
    • [Baidu\ - mixtral) | [Chinese-Mixtral](https://github.com/ymcui/Chinese-Mixtral)![Star](https://img.shields.io/github/stars/ymcui/Chinese-Mixtral.svg?style=social&label=Star) | [Yiming Cui](https://github.com/ymcui) | MOE | |
    • 🤗HF - V2](https://github.com/deepseek-ai/DeepSeek-V2) | [deepseek-ai](https://github.com/deepseek-ai) | MOE | [Paper](https://github.com/deepseek-ai/DeepSeek-V2/blob/main/deepseek-v2-tech-report.pdf) |
    • 🤗HF - MoE-A4.2B](https://github.com/xverse-ai/XVERSE-MoE-A4.2B) |[xverse-ai](https://github.com/xverse-ai)|MOE||
    • 🤗HF
    • [🤗HF\ - c805a17c5c8046398914e47f0542095a) |
    • [Baidu\ - mixtral) | **[Chinese-Mixtral](https://github.com/ymcui/Chinese-Mixtral)**![Star](https://img.shields.io/github/stars/ymcui/Chinese-Mixtral.svg?style=social&label=Star) | [Yiming Cui](https://github.com/ymcui) | MOE | |
    • [🤗HF\ - LM](https://github.com/BlinkDL/RWKV-LM)![Star](https://img.shields.io/github/stars/BlinkDL/RWKV-LM.svg?style=social&label=Star) | [BlinkDL](https://github.com/BlinkDL) | | [URL](https://wiki.rwkv.com/) |
    • 🤖MS - AI](https://modelscope.cn/organization/JiuTian-AI) | MOE | |
    • 🤗HF - large-2407/) |
    • 🤗HF - V2](https://github.com/deepseek-ai/DeepSeek-V2) | [deepseek-ai](https://github.com/deepseek-ai) | MOE | [Paper](https://github.com/deepseek-ai/DeepSeek-V2/blob/main/deepseek-v2-tech-report.pdf) |
    • 🤗HF
    • 🤗HF
    • [🤗HF\ - 7B/blob/main/tech_memo.md) [Report2](https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf) |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • 🤗HF - llama/llama3)** |[Meta Llama](https://github.com/meta-llama)|CD||
    • 🤗HF - Research) | | |
    • 🤗HF
    • 🤗HF
    • [🤗HF\ - NLP/Zhiyin)![Star](https://img.shields.io/github/stars/HCCL-NLP/Zhiyin.svg?style=social&label=Star) | [中科院声学所](https://github.com/HCCL-NLP) | CD | |
    • [🤗HF\ - LM](https://github.com/IDEA-CCNL/Fengshenbang-LM) | [IDEA研究院](https://github.com/IDEA-CCNL) | CD | |
    • [🤗HF\ - inc/Baichuan2)![Star](https://img.shields.io/github/stars/baichuan-inc/Baichuan2.svg?style=social&label=Star) | [百川智能](https://github.com/baichuan-inc) | CD | |
    • [🤗HF\ - SCIR/huozi)![Star](https://img.shields.io/github/stars/HIT-SCIR/huozi.svg?style=social&label=Star) | [哈工大](https://github.com/HIT-SCIR) | CD | |
    • [🤗HF\ - Chinese](https://github.com/FlagAlpha/Llama2-Chinese)![Star](https://img.shields.io/github/stars/FlagAlpha/Llama2-Chinese.svg?style=social&label=Star) | [FlagAlpha](https://github.com/FlagAlpha) | CD | |
    • [🤗HF\ - 13B](https://github.com/baichuan-inc/Baichuan-13B)![Star](https://img.shields.io/github/stars/baichuan-inc/Baichuan-13B.svg?style=social&label=Star) | [百川智能](https://github.com/baichuan-inc) | CD | |
    • [🤗HF\ - sys/FastChat)![Star](https://img.shields.io/github/stars/lm-sys/FastChat.svg?style=social&label=Star) | [lm-sys](https://github.com/lm-sys) | CD | [Paper](https://arxiv.org/abs/2306.05685) |
    • [🤗HF\ - foundry](https://github.com/mosaicml/llm-foundry)![Star](https://img.shields.io/github/stars/mosaicml/llm-foundry.svg?style=social&label=Star) | [MosaicML](https://github.com/mosaicml) | CD | |
    • [🤗HF\ - SZU/Linly)![Star](https://img.shields.io/github/stars/CVI-SZU/Linly.svg?style=social&label=Star) | [深圳大学计算机视觉研究所](https://github.com/CVI-SZU) | CD | |
    • [🤗HF\ - Vicuna](https://github.com/Facico/Chinese-Vicuna)![Star](https://img.shields.io/github/stars/Facico/Chinese-Vicuna.svg?style=social&label=Star) | [Facico](https://github.com/Facico) | CD | |
    • [🤗HF\ - ai/XVERSE-13B)![Star](https://img.shields.io/github/stars/xverse-ai/XVERSE-13B.svg?style=social&label=Star) | [元象科技](https://github.com/xverse-ai) | CD | |
    • 🤗HF - wang)|CD||
    • 🤗HF
    • 🤗HF
    • 🤗HF - 7B-Base/summary) | / |[奇虎科技](https://huggingface.co/qihoo360)|CD||
    • 🤗HF
    • 🤗HF
    • 🤗HF - llm](https://github.com/sail-sg/sailor-llm) |[Sea AI Lab](https://github.com/sail-sg)|CD|[Paper](https://arxiv.org/pdf/2404.03608.pdf)|
    • 🤗HF - mirror.com/AI4Chem) | CD | [Paper](https://arxiv.org/abs/2402.06852) |
    • 🤗HF - MoE-A36B](https://github.com/xverse-ai/XVERSE-MoE-A36B) | [xverse-ai](https://github.com/xverse-ai) | MoE | |
    • ModelScope - AI/TeleChat2) | [Tele-AI](https://github.com/Tele-AI) | CD | |
    • 🤗HF - 52B](https://github.com/Tele-AI/TeleChat-52B) | [Tele-AI](https://github.com/Tele-AI) | CD | |
    • 🤗HF - iclab/linglong) | [nkcs-iclab](https://github.com/nkcs-iclab) | CD | |
    • 🤗HF - llm](https://github.com/sail-sg/sailor-llm) | [sail-sg](https://github.com/sail-sg) | CD | [Paper](https://arxiv.org/pdf/2404.03608.pdf) |
    • 🤗HF
    • [🤗HF\ - LLM](https://github.com/kendryte/Toucan-LLM)![Star](https://img.shields.io/github/stars/kendryte/Toucan-LLM.svg?style=social&label=Star) | [Kendryte](https://github.com/kendryte) | CD | |
    • 🤗HF - M32](https://github.com/IEIT-Yuan/Yuan2.0-M32) | [IEIT-Yuan](https://github.com/IEIT-Yuan) | MOE | [Paper](https://arxiv.org/abs/2405.17976) |
    • 🤗HF - NEO](https://github.com/multimodal-art-projection/MAP-NEO) | [multimodal-art-projection](https://github.com/multimodal-art-projection) | CD | [Paper](https://arxiv.org/abs/2405.19327) |
    • [🤗HF\ - research/YAYI2)![Star](https://img.shields.io/github/stars/wenge-research/YAYI2.svg?style=social&label=Star) | [wenge-research](https://github.com/wenge-research) | CD | [Paper](https://arxiv.org/abs/2312.14862) |
    • [🤗HF\ - Open/Aquila2) ![Star](https://img.shields.io/github/stars/FlagAI-Open/Aquila2.svg?style=social&label=Star) | [FlagAI](https://github.com/FlagAI-Open) | CD | |
    • [🤗HF\ - llama/llama3) | [meta-llama](https://github.com/meta-llama) | CD | |
    • [🤗HF\ - ai-lab/BlueLM)![Star](https://img.shields.io/github/stars/vivo-ai-lab/BlueLM.svg?style=social&label=Star) | [vivo AI Lab](https://github.com/vivo-ai-lab) | CD | |
  • Base-LLM

    • [🤗HF\
    • [🤗HF\
    • ckpt
    • ckpt-7b - 13b](https://huggingface.co/baichuan-inc/Baichuan2-13B-Base) | [Baichuan2](https://github.com/baichuan-inc/Baichuan2)![Star](https://img.shields.io/github/stars/baichuan-inc/Baichuan2.svg?style=social&label=Star) | [百川智能](https://github.com/baichuan-inc) | CD | | |
    • ckpt-7b - 13b](https://huggingface.co/ziqingyang/chinese-llama-2-13b-16k) | [Chinese-LLaMA-Alpaca-2](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2)[![Star](https://camo.githubusercontent.com/7ff8758af0b2252b116aa7edcb250296666b1aa7b628a867f518dc87357cfc48/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f796d6375692f4368696e6573652d4c4c614d412d416c706163612d322e7376673f7374796c653d736f6369616c266c6162656c3d53746172)](https://camo.githubusercontent.com/7ff8758af0b2252b116aa7edcb250296666b1aa7b628a867f518dc87357cfc48/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f796d6375692f4368696e6573652d4c4c614d412d416c706163612d322e7376673f7374796c653d736f6369616c266c6162656c3d53746172) | [Yiming Cui](https://github.com/ymcui) | CD | | |
    • ckpt - LLaMA-Alpaca-2](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2)[![Star](https://camo.githubusercontent.com/7ff8758af0b2252b116aa7edcb250296666b1aa7b628a867f518dc87357cfc48/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f796d6375692f4368696e6573652d4c4c614d412d416c706163612d322e7376673f7374796c653d736f6369616c266c6162656c3d53746172)](https://camo.githubusercontent.com/7ff8758af0b2252b116aa7edcb250296666b1aa7b628a867f518dc87357cfc48/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f796d6375692f4368696e6573652d4c4c614d412d416c706163612d322e7376673f7374796c653d736f6369616c266c6162656c3d53746172) | [Yiming Cui](https://github.com/ymcui) | CD | | |
    • ckpt
    • [🤗HF\ - SZU/Linly) ![Star](https://img.shields.io/github/stars/CVI-SZU/Linly.svg?style=social&label=Star) | [深圳大学计算机视觉研究所](https://github.com/CVI-SZU) | CD | | |
    • ckpt - LLaMA-Alpaca-2](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2)![Star](https://img.shields.io/github/stars/ymcui/Chinese-LLaMA-Alpaca-2.svg?style=social&label=Star) | [Yiming Cui](https://github.com/ymcui) | CD | | |
    • [🤗HF\
    • ckpt-7B - 13B](https://huggingface.co/BlueWhaleX/bwx-13B-hf) | / | [蓝鲸国数](https://huggingface.co/BlueWhaleX) | CD | | |
    • ckpt-7B - 13B](https://huggingface.co/llamaste/Llama-2-13b) [ckpt-70B](https://huggingface.co/llamaste/Llama-2-70b) | [llama](https://github.com/facebookresearch/llama)![Star](https://img.shields.io/github/stars/facebookresearch/llama.svg?style=social&label=Star) | [Meta](https://github.com/facebookresearch) | CD | [Paper](https://scontent-hkg4-1.xx.fbcdn.net/v/t39.2365-6/10000000_663429262362723_1696968207443577320_n.pdf?_nc_cat=101&ccb=1-7&_nc_sid=3c67a6&_nc_ohc=5ol-jUSglG4AX-br54S&_nc_ht=scontent-hkg4-1.xx&oh=00_AfDzh9f2kFTRk-FIieoySi12fhBjvJP4Bv-ZJTxRtdoXJg&oe=64BBB691) | |
    • ckpt - LLaMA-Alpaca](https://github.com/ymcui/Chinese-LLaMA-Alpaca)![Star](https://img.shields.io/github/stars/ymcui/Chinese-LLaMA-Alpaca.svg?style=social&label=Star) | [Yiming Cui](https://github.com/ymcui) | CD | | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - LM](https://github.com/IDEA-CCNL/Fengshenbang-LM)![Star](https://img.shields.io/github/stars/IDEA-CCNL/Fengshenbang-LM.svg?style=social&label=Star) | [IDEA研究院](https://github.com/IDEA-CCNL) | CD | | |
    • [🤗HF\ - industry.8/) | |
    • ckpt - SZU/Linly)![Star](https://img.shields.io/github/stars/CVI-SZU/Linly.svg?style=social&label=Star) | [深圳大学计算机视觉研究所](https://github.com/CVI-SZU) | CD | [Blog](https://zhuanlan.zhihu.com/p/616748134) | |
    • ckpt - SZU/Linly)![Star](https://img.shields.io/github/stars/CVI-SZU/Linly.svg?style=social&label=Star) | [深圳大学计算机视觉研究所](https://github.com/CVI-SZU) | CD | [Blog](https://zhuanlan.zhihu.com/p/616748134) | |
    • ckpt - SZU/Linly)![Star](https://img.shields.io/github/stars/CVI-SZU/Linly.svg?style=social&label=Star) | [深圳大学计算机视觉研究所](https://github.com/CVI-SZU) | CD | [Blog](https://zhuanlan.zhihu.com/p/616748134) | |
    • [🤗HF\
    • [🤗HF\
    • 申请 - FinCUGE-Applications](https://github.com/ssymmetry/BBT-FinCUGE-Applications)![Star](https://img.shields.io/github/stars/ssymmetry/BBT-FinCUGE-Applications.svg?style=social&label=Star) | [超对称](https://bbt.ssymmetry.com/model.html) | CD | [Paper](https://bbt.ssymmetry.com/thesis.html) | |
    • ckpt - LLaMA-Alpaca](https://github.com/ymcui/Chinese-LLaMA-Alpaca)![Star](https://img.shields.io/github/stars/ymcui/Chinese-LLaMA-Alpaca.svg?style=social&label=Star) | [Yiming Cui](https://github.com/ymcui) | CD | | |
    • [🤗HF\ - research/google-research/tree/master/ul2) | [Google](https://ai.google/research/) | ED | [Paper](https://arxiv.org/pdf/2205.05131v3.pdf) | |
    • [🤗HF\
    • 申请
    • baidu - mirror.com/IEITYuan) | [Yuan-2.0](https://github.com/IEIT-Yuan/Yuan-2.0)![Star](https://img.shields.io/github/stars/IEIT-Yuan/Yuan-2.0.svg?style=social&label=Star) | [IEIT-Yuan](https://github.com/IEIT-Yuan) | CD | | |
    • [🤗HF\ - 8B](https://github.com/DeepLangAI/LingoWhale-8B/)![Star](https://img.shields.io/github/stars/DeepLangAI/LingoWhale-8B.svg?style=social&label=Star) | [DeepLang AI](https://github.com/DeepLangAI) | CD | | |
    • [🤗HF\ - LM](https://github.com/IDEA-CCNL/Fengshenbang-LM) ![Star](https://img.shields.io/github/stars/IDEA-CCNL/Fengshenbang-LM.svg?style=social&label=Star) | [IDEA研究院](https://github.com/IDEA-CCNL) | CD | | |
    • [🤗HF\ - inc/Baichuan2)![Star](https://img.shields.io/github/stars/baichuan-inc/Baichuan2.svg?style=social&label=Star) | [百川智能](https://github.com/baichuan-inc) | CD | | |
    • [🤗HF\ - NLP-MT) | CD | [Paper](https://arxiv.org/pdf/2307.06018.pdf) | |
    • [🤗HF\ - 13B](https://github.com/baichuan-inc/Baichuan-13B)![Star](https://img.shields.io/github/stars/baichuan-inc/Baichuan-13B.svg?style=social&label=Star) | [百川智能](https://github.com/baichuan-inc) | CD | | |
    • [🤗HF\
    • [🤗HF\ - techreport/tree/main) | |
    • [🤗HF\ - foundry](https://github.com/mosaicml/llm-foundry)![Star](https://img.shields.io/github/stars/mosaicml/llm-foundry.svg?style=social&label=Star) | [MosaicML](https://github.com/mosaicml) | CD | | |
    • [🤗HF\ - SZU/Linly)![Star](https://img.shields.io/github/stars/CVI-SZU/Linly.svg?style=social&label=Star) | [深圳大学计算机视觉研究所](https://github.com/CVI-SZU) | CD | [Blog](https://zhuanlan.zhihu.com/p/636994073) | |
    • [🤗HF\
    • [🤗HF\ - Open/FlagAI/tree/master/examples/Aquila)![Star](https://img.shields.io/github/stars/FlagAI-Open/FlagAI.svg?style=social&label=Star) | [FlagAI](https://github.com/FlagAI-Open) | CD | | |
    • [🤗HF\ - Bee](https://github.com/OpenBMB/CPM-Bee)![Star](https://img.shields.io/github/stars/OpenBMB/CPM-Bee.svg?style=social&label=Star) | [OpenBMB](https://live.openbmb.org/) | CD | | |
    • [🤗HF\ - DeepSpeed](https://github.com/bigscience-workshop/Megatron-DeepSpeed) ![Star](https://img.shields.io/github/stars/bigscience-workshop/Megatron-DeepSpeed.svg?style=social&label=Star) | [BigScience](https://github.com/bigscience-workshop) | CD | [Paper](https://arxiv.org/pdf/2211.05100.pdf) | |
    • [🤗HF\ - DeepSpeed](https://github.com/bigscience-workshop/Megatron-DeepSpeed) ![Star](https://img.shields.io/github/stars/bigscience-workshop/Megatron-DeepSpeed.svg?style=social&label=Star) | [BigScience](https://github.com/bigscience-workshop) | CD | [Paper](https://arxiv.org/abs/2211.01) | |
    • BMB - Live](https://github.com/OpenBMB/CPM-Live) ![Star](https://img.shields.io/github/stars/OpenBMB/CPM-Live.svg?style=social&label=Star) | [OpenBMB](https://live.openbmb.org/) | CD | [blog](https://www.openbmb.org/community/blogs/blogpage?id=98afef2ce45f4fe9a4bc15a66d7ccb92) | |
    • [🤗HF\ - Live](https://github.com/OpenBMB/CPM-Live) ![Star](https://img.shields.io/github/stars/OpenBMB/CPM-Live.svg?style=social&label=Star) | [OpenBMB](https://live.openbmb.org/) | CD | [blog](https://www.openbmb.org/community/blogs/blogpage?id=98afef2ce45f4fe9a4bc15a66d7ccb92) | |
    • API - 1.0](https://github.com/Shawn-Inspur/Yuan-1.0) ![Star](https://img.shields.io/github/stars/Shawn-Inspur/Yuan-1.0.svg?style=social&label=Star) | [浪潮](https://air.inspur.com/home) | CD | [paper](https://arxiv.org/abs/2110.04725) | |
    • [🤗HF\ - Alpha](https://openi.pcl.ac.cn/PCL-Platform.Intelligence/PanGu-Alpha) | [鹏城实验室](https://openi.pcl.ac.cn/PCL-Platform.Intelligence) | CD | [paper](https://arxiv.org/pdf/2104.12369.pdf) | |
    • 申请 - mind.com/portal#/) | ED | | |
    • 🤗HF - V2](https://github.com/deepseek-ai/DeepSeek-V2) | [deepseek-ai](https://github.com/deepseek-ai) | MOE | [Paper](https://github.com/deepseek-ai/DeepSeek-V2/blob/main/deepseek-v2-tech-report.pdf) | |
    • [🤗HF\ - FLM Technical Report](https://arxiv.org/pdf/2404.16645) |
    • [🤗HF\
    • [🤗HF\ - Chat](https://github.com/RUC-GSAI/YuLan-Chat) ![Star](https://img.shields.io/github/stars/RUC-GSAI/YuLan-Chat.svg?style=social&label=Star) | [中国人民大学](https://github.com/RUC-GSAI) | CD | | |
    • [🤗HF\ - SZU/Linly)![Star](https://img.shields.io/github/stars/CVI-SZU/Linly.svg?style=social&label=Star) | [深圳大学计算机视觉研究所](https://github.com/CVI-SZU) | CD | | |
    • [🤗HF\ - research/t5x) ![Star](https://img.shields.io/github/stars/google-research/t5x.svg?style=social&label=Star) | [Google](https://ai.google/research/) | ED | [paper](https://arxiv.org/pdf/2210.11416.pdf) | |
    • 申请 - 130B](https://github.com/THUDM/GLM-130B)![Star](https://img.shields.io/github/stars/THUDM/GLM-130B.svg?style=social&label=Star) | [清华大学](https://github.com/THUDM) | ND | [paper](http://arxiv.org/abs/2210.02414) | |
    • 🤗HF
    • 🤗HF - Hammer/HammerLLM) | [DataHammer](https://github.com/Academic-Hammer) | | | |
  • MultiModal-ChatLLM

    • baichuan-7B - ViT-L-14-DataComp.XL-s13B-b90K) | 中英 | 视觉 | [ckpt](https://huggingface.co/pleisto/yuren-baichuan-7b) | [yuren-baichuan-7b](https://github.com/pleisto/yuren-baichuan-7b)![Star](https://img.shields.io/github/stars/pleisto/yuren-baichuan-7b.svg?style=social&label=Star) | [Pleisto](https://github.com/pleisto) | |
    • Qwen-7B - bigG](https://github.com/mlfoundations/open_clip) | 中英 | 通用 | [ckpt](https://huggingface.co/Qwen/Qwen-VL-Chat) | [Qwen-VL](https://github.com/QwenLM/Qwen-VL)![Star](https://img.shields.io/github/stars/QwenLM/Qwen-VL.svg?style=social&label=Star) | [阿里云](https://github.com/QwenLM) | |
    • [🤗HF\
    • [🤗HF\
    • InternViT - 20-667d3961ab5eb12c7ed1463e) [🤖 link](https://modelscope.cn/organization/OpenGVLab) | [InternVL](https://github.com/OpenGVLab/InternVL) | [OpenGVLab](https://github.com/OpenGVLab) | [report](https://arxiv.org/abs/2404.16821) |
    • Stable Diffusion 2.1 - Paint) | [VisCPM](https://github.com/OpenBMB/VisCPM)![Star](https://img.shields.io/github/stars/OpenBMB/VisCPM.svg?style=social&label=Star) | [OpenBMB](https://github.com/OpenBMB) | |
    • PULSE - 3DFuK4ysGPvoD4_JZaRFKvAJR_/view?usp=drive_link) | [XrayPULSE](https://github.com/openmedlab/XrayPULSE)![Star](https://img.shields.io/github/stars/openmedlab/XrayPULSE.svg?style=social&label=Star) | [OpenMEDLab](https://github.com/OpenMEDLab) | |
    • Chinese-Llama2 - vit | 中英 | 视觉 | [[🤗HF\]](https://huggingface.co/LinkSoul/Chinese-LLaVA-Cllama2) | [Chinese-LLaVA](https://github.com/LinkSoul-AI/Chinese-LLaVA)![Star](https://img.shields.io/github/stars/LinkSoul-AI/Chinese-LLaVA.svg?style=social&label=Star) | [北京灵琐](https://github.com/LinkSoul-AI) | |
    • ChatGLM-6B - Qformer](https://arxiv.org/abs/2301.12597) | 中英 | 视觉 | [[🤗HF\]](https://huggingface.co/THUDM/visualglm-6b) | [VisualGLM-6B](https://github.com/THUDM/VisualGLM-6B)![Star](https://img.shields.io/github/stars/THUDM/VisualGLM-6B.svg?style=social&label=Star) | [清华大学](https://github.com/THUDM) | |
    • 🤗HF
    • [🤗HF\ - LM](https://github.com/IDEA-CCNL/Fengshenbang-LM) | [IDEA研究院](https://github.com/IDEA-CCNL) | |
    • [🤗HF\
    • CLIP-VIT - ai) | [Yi](https://github.com/01-ai/Yi)![Star](https://img.shields.io/github/stars/01-ai/Yi.svg?style=social&label=Star) | [01-ai](https://github.com/01-ai) | |
    • 🤗 link
    • 🤗 link - V](https://github.com/OpenBMB/MiniCPM-V) | [OpenBMB](https://github.com/OpenBMB) | |
    • [🤗HF\ - singularity/Skywork-MM/blob/main/skywork_mm.pdf) |
    • Qwen-7B - large-v2](https://github.com/openai/whisper) | 中英 | 文音 | [[🤗HF\]](https://huggingface.co/Qwen) | [Qwen-Audio](https://github.com/QwenLM/Qwen-Audio)![Star](https://img.shields.io/github/stars/QwenLM/Qwen-Audio.svg?style=social&label=Star) | [Qwen](https://github.com/QwenLM) | [Paper](http://arxiv.org/abs/2311.07919) |
    • Chinese-Alpaca-Plus - ViT-L/14](https://huggingface.co/openai/clip-vit-large-patch14) | 中文 | 视觉 | [[🤗HF\]](https://pan.baidu.com/s/1bBF5QHoZxHRnWeTPHL19CQ?pwd=xxbg) | [Visual-Chinese-LLaMA-Alpaca](https://github.com/airaria/Visual-Chinese-LLaMA-Alpaca)![Star](https://img.shields.io/github/stars/airaria/Visual-Chinese-LLaMA-Alpaca.svg?style=social&label=Star) | [Ziqing Yang](https://github.com/airaria) | |
    • 🤗HF - Audio](https://github.com/QwenLM/Qwen2-Audio) | [QwenLM](https://github.com/QwenLM) | [report](https://arxiv.org/abs/2407.10759) |
    • 🤖 - V-13B](https://github.com/xverse-ai/XVERSE-V-13B) | [xverse-ai](https://github.com/xverse-ai) | |
    • 🤗HF - ai) | |
    • 🤗HF - Kolors/Kolors) | [Kwai-Kolors](https://github.com/Kwai-Kolors) | [Paper](https://github.com/Kwai-Kolors/Kolors/blob/master/imgs/Kolors_paper.pdf) |
    • 🤗 - VL-7B-Instruct) | [Qwen2-VL](https://github.com/QwenLM/Qwen2-VL) | [QwenLM](https://github.com/QwenLM) | |
    • Ziya-13B - 4](https://github.com/Vision-CAIR/MiniGPT-4) | 中英 | 通用 | [[🤗HF\]](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/finetune-ziya13b-zh.pth) | [Video-LLaMA](https://github.com/DAMO-NLP-SG/Video-LLaMA)![Star](https://img.shields.io/github/stars/DAMO-NLP-SG/Video-LLaMA.svg?style=social&label=Star) | [达摩院多语言NLP](https://github.com/DAMO-NLP-SG) | [Paper](https://arxiv.org/abs/2306.02858) |
    • 🤗HF - VL](https://github.com/deepseek-ai/DeepSeek-VL)![Star](https://img.shields.io/github/stars/deepseek-ai/DeepSeek-VL.svg?style=social&label=Star) | [deepseek-ai](https://github.com/deepseek-ai) | [Paper](https://arxiv.org/abs/2403.05525) |
    • 🤗 - AI/Ovis) | [AIDC-AI](https://github.com/AIDC-AI) | [Paper](https://arxiv.org/abs/2405.20797) |
    • 🤗HF - 4](https://github.com/THUDM/GLM-4) | [THUDM](https://github.com/THUDM) | / |
    • [🤗HF\ - Accessory](https://github.com/Alpha-VLLM/LLaMA2-Accessory)![Star](https://img.shields.io/github/stars/Alpha-VLLM/LLaMA2-Accessory.svg?style=social&label=Star) | [Alpha-VLLM](https://github.com/Alpha-VLLM) | |
    • [🤗HF\ - 8b) |
    • [🤗HF\ - LM](https://github.com/IDEA-CCNL/Fengshenbang-LM)![Star](https://img.shields.io/github/stars/IDEA-CCNL/Fengshenbang-LM.svg?style=social&label=Star) | [IDEA研究院](https://github.com/IDEA-CCNL) | [Paper](https://arxiv.org/abs/2310.08166) |
    • InternLM - CLIP | 中英 | 图文 | [[🤗HF\]](https://huggingface.co/internlm/internlm-xcomposer-vl-7b) | [InternLM-XComposer](https://github.com/InternLM/InternLM-XComposer)![Star](https://img.shields.io/github/stars/InternLM/InternLM-XComposer.svg?style=social&label=Star) | [InternLM](https://github.com/InternLM) | [Report](https://arxiv.org/pdf/2309.15112.pdf) |
    • [🤗HF\ - LLM](https://github.com/Alpha-VLLM/WeMix-LLM)![Star](https://img.shields.io/github/stars/Alpha-VLLM/WeMix-LLM.svg?style=social&label=Star) | [Alpha-VLLM](https://github.com/Alpha-VLLM) | |
    • GLM-4-9B - 4-voice-9b) | [GLM-4-Voice](https://github.com/THUDM/GLM-4-Voice) | [THUDM](https://github.com/THUDM) | |
    • Qwen2-7B-Instruct - NeXT](https://github.com/LLaVA-VL/LLaVA-NeXT) | 多语 | 图文 | [🤗HF](https://huggingface.co/neulab/Pangea-7B) | [Pangea](https://github.com/neulab/Pangea) | [neulab](https://github.com/neulab) | [Paper](https://arxiv.org/abs/2410.16153) |
    • llama - ViT](https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K) | 中英 | 图文-通用 | [[🤗HF\]](https://huggingface.co/HuggingFaceM4/idefics-9b) | [m4-logs](https://github.com/huggingface/m4-logs)![Star](https://img.shields.io/github/stars/huggingface/m4-logs.svg?style=social&label=Star) | [HuggingFaceM4](https://huggingface.co/HuggingFaceM4) | [Paper](https://huggingface.co/papers/2306.16527) |
    • 🤗HF - OCR2.0](https://github.com/Ucas-HaoranWei/GOT-OCR2.0) | [**StepFun-AI**](https://huggingface.co/stepfun-ai) | [Paper](https://arxiv.org/abs/2409.01704) |
    • 🤗
    • 🤗 - of-content) | |
    • 🤗
    • 🤗 Huggingface - speech](https://github.com/fishaudio/fish-speech) | [fishaudio](https://github.com/fishaudio) | |
  • Domain-ChatLLM

    • ckpt-2500 - 3500](https://pan.baidu.com/s/1KQIF-dUsL7Nrj8UeNuFUiw?pwd=ivgg) [ckpt-6000](https://pan.baidu.com/s/1KQIF-dUsL7Nrj8UeNuFUiw?pwd=ivgg) | [QiZhenGPT](https://github.com/CMKRG/QiZhenGPT)![Star](https://img.shields.io/github/stars/CMKRG/QiZhenGPT.svg?style=social&label=Star) | [浙江大学](https://github.com/CMKRG) | CD | |
    • [🤗HF\
    • ModelScope - 14B-Chat](https://modelscope.cn/models/TongyiFinance/Tongyi-Finance-14B-Chat/summary) | [通义金融大模型](https://modelscope.cn/organization/TongyiFinance) | CD | |
    • ckpt - Agent](https://github.com/codefuse-ai/Test-Agent)![Star](https://img.shields.io/github/stars/codefuse-ai/Test-Agent.svg?style=social&label=Star) | [codefuse-ai](https://github.com/codefuse-ai) | CD | |
    • [🤗HF\
    • [🤗HF\ - ai/MFTCoder)![Star](https://img.shields.io/github/stars/codefuse-ai/MFTCoder.svg?style=social&label=Star) | [codefuse-ai](https://github.com/codefuse-ai) | CD | |
    • [🤗HF\ - LLM](https://github.com/DUTIR-BioNLP/Taiyi-LLM)![Star](https://img.shields.io/github/stars/DUTIR-BioNLP/Taiyi-LLM.svg?style=social&label=Star) | [DUTIR-BioNLP](https://github.com/DUTIR-BioNLP) | CD | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - LM](https://github.com/IDEA-CCNL/Fengshenbang-LM) | [IDEA研究院](https://github.com/IDEA-CCNL) | CD | |
    • ckpt-6B - 13B](https://huggingface.co/AgriGPTs/AgriGPT-13B) | [AgriGPTs](https://github.com/AgriGPTs/AgriGPTs)![Star](https://img.shields.io/github/stars/AgriGPTs/AgriGPTs.svg?style=social&label=Star) | [AgriGPTs](https://github.com/AgriGPTs) | | |
    • ckpt - sdu/fuzi.mingcha)![Star](https://img.shields.io/github/stars/irlab-sdu/fuzi.mingcha.svg?style=social&label=Star) | [山东大学](https://github.com/irlab-sdu) | ND | |
    • [🤗HF\
    • ckpt
    • ckpt
    • ckpt
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - SJTU/MING)![Star](https://img.shields.io/github/stars/MediaBrain-SJTU/MING.svg?style=social&label=Star) | [上海交通大学](https://github.com/MediaBrain-SJTU) | CD | |
    • [🤗HF\ - llm](https://github.com/gmftbyGMFTBY/science-llm)![Star](https://img.shields.io/github/stars/gmftbyGMFTBY/science-llm.svg?style=social&label=Star) | [GMFTBY](https://github.com/gmftbyGMFTBY) | CD | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - research/YaYi)![Star](https://img.shields.io/github/stars/wenge-research/YaYi.svg?style=social&label=Star) | [中科闻歌](https://github.com/wenge-research) | CD | |
    • [🤗HF\ - D-Lab/MindChat)![Star](https://img.shields.io/github/stars/X-D-Lab/MindChat.svg?style=social&label=Star) | [华东理工大学](https://github.com/X-D-Lab) | CD | |
    • [🤗HF\
    • ckpt-onfo - LLaMA](https://github.com/IMOSR/Media-LLaMA)![Star](https://img.shields.io/github/stars/IMOSR/Media-LLaMA.svg?style=social&label=Star) | [智媒开源研究院](https://github.com/IMOSR) | CD | |
    • [🤗HF\
    • [🤗HF\ - LawAssisant](https://github.com/xuanxuanzl/BaoLuo-LawAssistant)![Star](https://img.shields.io/github/stars/xuanxuanzl/BaoLuo-LawAssistant.svg?style=social&label=Star) | [LeiZi](https://github.com/xuanxuanzl) | ND | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - research/YaYi)![Star](https://img.shields.io/github/stars/wenge-research/YaYi.svg?style=social&label=Star) | [中科闻歌](https://github.com/wenge-research) | CD | |
    • [🤗HF\
    • [🤗HF\
    • bd-d6t5 - nlp/HanFei)![Star](https://img.shields.io/github/stars/siat-nlp/HanFei.svg?style=social&label=Star) | [中国科学院深圳先进院](https://github.com/siat-nlp) | CD | |
    • [🤗HF\ - wzhu/ChatMed)![Star](https://img.shields.io/github/stars/michael-wzhu/ChatMed.svg?style=social&label=Star) | [michael-wzhu](https://github.com/michael-wzhu) | CD | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - YuanGroup/ChatLaw)![Star](https://img.shields.io/github/stars/PKU-YuanGroup/ChatLaw.svg?style=social&label=Star) | [北京大学](https://github.com/PKU-YuanGroup) | CD | |
    • [🤗HF\
    • 🤗HF
    • [🤗HF\ - YuanGroup/ChatLaw)![Star](https://img.shields.io/github/stars/PKU-YuanGroup/ChatLaw.svg?style=social&label=Star) | [北京大学](https://github.com/PKU-YuanGroup) | CD | |
    • 🤗 Hugging Face - Coder-9B-Chat) • [🟣 wisemodel](https://wisemodel.cn/models/01.AI/Yi-Coder-9B-Chat) | [Yi-Coder](https://github.com/01-ai/Yi-Coder) | [01-ai](https://github.com/01-ai) | CD | [Paper](https://arxiv.org/abs/2403.04652) [Blog](https://01-ai.github.io/blog.html?post=en/2024-09-05-A-Small-but-Mighty-LLM-for-Code.md) |
    • [🤗HF\ - model-beats-gpt4-fast) [zh](https://mp.weixin.qq.com/s/fSVPRjNpWPVrLVA59PrIBA) |
    • [🤗HF\
    • [🤗HF\ - MedLLM](https://github.com/FudanDISC/DISC-MedLLM)![Star](https://img.shields.io/github/stars/FudanDISC/DISC-MedLLM.svg?style=social&label=Star) | [FudanDISC](https://github.com/FudanDISC) | CD | [Paper](https://arxiv.org/abs/2308.14346) |
    • [🤗HF\
    • [🤗HF\ - ai/sqlcoder)![Star](https://img.shields.io/github/stars/defog-ai/sqlcoder.svg?style=social&label=Star) | [Defog.ai](https://github.com/defog-ai) | CD | |
    • [🤗HF\
    • [🤗HF\ - SCIR-SC/QiaoBan)![Star](https://img.shields.io/github/stars/HIT-SCIR-SC/QiaoBan.svg?style=social&label=Star) | [哈尔滨工业大学](https://github.com/HIT-SCIR-SC) | | |
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\
    • [🤗HF\ - song/LaWGPT)![Star](https://img.shields.io/github/stars/pengxiao-song/LaWGPT.svg?style=social&label=Star) | [Pengxiao Song](https://github.com/pengxiao-song) | CD | |
    • 申请 - DI/XuanYuan)![Star](https://img.shields.io/github/stars/Duxiaoman-DI/XuanYuan.svg?style=social&label=Star) | [度小满](https://github.com/Duxiaoman-DI) | CD | [Paper](https://arxiv.org/abs/2305.12002) |
    • [🤗HF\ - Llama-Med-Chinese](https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese)![Star](https://img.shields.io/github/stars/SCIR-HI/Huatuo-Llama-Med-Chinese.svg?style=social&label=Star) | [哈尔滨工业大学](https://github.com/SCIR-HI) | CD | |
    • [🤗HF\
    • baidu-d6t5 - nlp/HanFei)![Star](https://img.shields.io/github/stars/siat-nlp/HanFei.svg?style=social&label=Star) | [中国科学院深圳先进院](https://github.com/siat-nlp) | CD | |
    • [🤗HF\ - DI/XuanYuan)![Star](https://img.shields.io/github/stars/Duxiaoman-DI/XuanYuan.svg?style=social&label=Star) | [Duxiaoman度小满](https://github.com/Duxiaoman-DI) | CD | |
    • [🤗HF\ - MUCFC-FinTech-Research-Center](https://huggingface.co/SYSU-MUCFC-FinTech-Research-Center) | CD | |
    • [🤗HF\ - ChatGLM](https://github.com/SCIR-HI/Med-ChatGLM)![Star](https://img.shields.io/github/stars/SCIR-HI/Med-ChatGLM.svg?style=social&label=Star) | [哈尔滨工业大学](https://github.com/SCIR-HI) | ED | |
    • 🤗HF
    • 🤗HuggingFace - 34B-Chat/summary) | / | [光年无限](https://modelscope.cn/models/lightyearturing/TuringMM-34B-Chat/summary) | CD | |
    • [baidu\
    • 🤗HF - project/starcoder2) | [bigcode-project](https://github.com/bigcode-project) | CD | [Paper](https://drive.google.com/file/d/17iGn3c-sYNiLyRSY-A85QOzgzGnGiVI3/view) |
    • 🤗HF
    • [🤗HF\ - llama](https://github.com/AndrewZhe/lawyer-llama)![Star](https://img.shields.io/github/stars/AndrewZhe/lawyer-llama.svg?style=social&label=Star) | [Quzhe Huang](https://github.com/AndrewZhe) | CD | |
    • [🤗HF\ - LLaMA-Fin-Chinese](https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese)![Star](https://img.shields.io/github/stars/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese.svg?style=social&label=Star) | [yuyangmu](https://github.com/jerry1993-tech) | CD | |
    • 🤗HF
    • 🤗HF
    • [🤗HF\ - millenials](https://github.com/BudEcosystem/code-millenials)![Star](https://img.shields.io/github/stars/BudEcosystem/code-millenials.svg?style=social&label=Star) | [BudEcosystem](https://github.com/BudEcosystem) | CD | |
    • [🤗HF\ - ai/MFTCoder)![Star](https://img.shields.io/github/stars/codefuse-ai/MFTCoder.svg?style=social&label=Star) | [codefuse-ai](https://github.com/codefuse-ai) | CD | |
    • [🤗HF\ - LM](https://github.com/IDEA-CCNL/Fengshenbang-LM) | [IDEA研究院](https://github.com/IDEA-CCNL) | CD | |
    • [🤗HF\ - nlp/EduChat)![Star](https://img.shields.io/github/stars/icalk-nlp/EduChat.svg?style=social&label=Star) | [华东师范大学](https://github.com/icalk-nlp) | CD | |
    • [🤗HF\ - D-Lab/Sunsimiao)![Star](https://img.shields.io/github/stars/X-D-Lab/Sunsimiao.svg?style=social&label=Star) | [华东理工大学](https://github.com/X-D-Lab) | CD | |
    • 🤗HF
    • [🤗HF\
    • baidu - LLaMA](https://github.com/IMOSR/Media-LLaMA)![Star](https://img.shields.io/github/stars/IMOSR/Media-LLaMA.svg?style=social&label=Star) | [智媒开源研究院](https://github.com/IMOSR) | CD | |
    • 🤗HF - SCIR/Abacus) | [HIT-SCIR](https://github.com/HIT-SCIR) | CD | |
    • 🤗HF
    • 🤗HF
    • 🤗HF
    • [🤗HF\
    • [🤗HF\ - Coder](https://github.com/deepseek-ai/DeepSeek-Coder)![Star](https://img.shields.io/github/stars/deepseek-ai/DeepSeek-Coder.svg?style=social&label=Star) | [deepseek-ai](https://github.com/deepseek-ai) | | [Blog](https://mp.weixin.qq.com/s/BPW-kMeQNmVPpgvTlbXU1A) |
  • Multi-Modal

    • CogView

    • WenLan

      • `PDF`
      • 项目首页 - 1.0-1B-zh.tar) | [BAAI-WuDao](https://github.com/BAAI-WuDao) | [github](https://github.com/BAAI-WuDao/BriVlL) | 中文通用图文 | 需要登陆才能下载 |
      • 项目首页 - 1.0-1B-zh.tar) | [BAAI-WuDao](https://github.com/BAAI-WuDao) | [github](https://github.com/BAAI-WuDao/BriVlL) | 中文通用图文 | 需要登陆才能下载 |
    • 紫东太初

      • 项目首页 - modal-models/tree/master/light_vision_text) | [中科院自动化所](https://gitee.com/zidongtaichu) | [github](https://gitee.com/zidongtaichu/multi-modal-models) | 中文图像-文本领域 | 紫东太初多模态大模型中的图像-文本预训练模型 |
      • GPT - nos5](https://pan.baidu.com/s/1Wsu5OVlQBNai24NhNiaqRw) | [中科院自动化所](https://gitee.com/zidongtaichu) | [github](https://gitee.com/zidongtaichu/multi-modal-models) | 中文通用 | 紫东太初多模态大模型中的文本预训练模型 |
      • 项目首页 - modal-models/tree/master/vision) | [中科院自动化所](https://gitee.com/zidongtaichu) | [github](https://gitee.com/zidongtaichu/multi-modal-models) | 视觉领域 | 紫东太初多模态大模型中的视觉预训练模型 |
      • 项目首页 - modal-models/tree/master/speech) | [中科院自动化所](https://gitee.com/zidongtaichu) | [github](https://gitee.com/zidongtaichu/multi-modal-models) | 语音领域 | 紫东太初多模态大模型中的语音检测与识别多任务模型 |
    • Mengzi-oscar

    • R2D2

    • Chinese-CLIP

      • `PDF`
      • aliyuncs - Sys](https://github.com/OFA-Sys) | [github](https://github.com/OFA-Sys/Chinese-CLIP) | 中文多模态-图文 |
      • aliyuncs - Sys](https://github.com/OFA-Sys) | [github](https://github.com/OFA-Sys/Chinese-CLIP) | 中文多模态-图文 |
      • aliyuncs - Sys](https://github.com/OFA-Sys) | [github](https://github.com/OFA-Sys/Chinese-CLIP) | 中文多模态-图文 |
      • aliyuncs - Sys](https://github.com/OFA-Sys) | [github](https://github.com/OFA-Sys/Chinese-CLIP) | 中文多模态-图文 |
      • aliyuncs - Sys](https://github.com/OFA-Sys) | [github](https://github.com/OFA-Sys/Chinese-CLIP) | 中文多模态-图文 |
    • wukong

      • `PDF`
      • url - noah) | [github](https://github.com/huawei-noah/Pretrained-Language-Model) | 中文多模态-图文 |
    • OFA

      • `PDF`
      • link - Sys](https://github.com/OFA-Sys) | [github](https://github.com/OFA-Sys/OFA) | 中文多模态-图文 |
      • [🤗HF\ - Chinese) | 中文多模态-图文 |
    • TaiYi-CLIP

      • [🤗HF\ - CCNL](https://github.com/IDEA-CCNL) | [github](https://github.com/IDEA-CCNL/Fengshenbang-LM) | 中文多模态-图文 |
      • `PDF`
    • AltCLIP

      • [🤗HF\ - Open) | [github](https://github.com/FlagAI-Open/FlagAI/tree/master/examples/AltCLIP) | 中文多模态-图文 |
    • AltDiffusion

      • [🤗HF\ - Open) | [github](https://github.com/FlagAI-Open/FlagAI/tree/master/examples/AltDiffusion) | 中文多模态-图文 |
      • `PDF`
    • Taiyi-Stable-Diffusion

      • [🤗HF\ - CCNL](https://github.com/IDEA-CCNL) | [github](https://github.com/IDEA-CCNL/Fengshenbang-LM) | 中文多模态-图文 |
      • `PDF`
      • `PDF`
    • QA-CLIP

      • [🤗HF\ - QQ) | [QA-CLIP](https://github.com/TencentARC-QQ/QA-CLIP)![Star](https://img.shields.io/github/stars/TencentARC-QQ/QA-CLIP.svg?style=social&label=Star) | 中文多模态-图文 |
      • [🤗HF\ - QQ) | [QA-CLIP](https://github.com/TencentARC-QQ/QA-CLIP)![Star](https://img.shields.io/github/stars/TencentARC-QQ/QA-CLIP.svg?style=social&label=Star) | 中文多模态-图文 |
      • [🤗HF\ - QQ) | [QA-CLIP](https://github.com/TencentARC-QQ/QA-CLIP)![Star](https://img.shields.io/github/stars/TencentARC-QQ/QA-CLIP.svg?style=social&label=Star) | 中文多模态-图文 |
  • Domain-Base-LLM

    • ModelScope - 14B](https://modelscope.cn/models/TongyiFinance/Tongyi-Finance-14B/summary) | [通义金融大模型](https://modelscope.cn/organization/TongyiFinance) | CD | | |
    • ckpt
    • ckpt-13B - 7B](https://huggingface.co/ecnu-icalk/educhat-base-002-7b) | [EduChat](https://github.com/icalk-nlp/EduChat)![Star](https://img.shields.io/github/stars/icalk-nlp/EduChat.svg?style=social&label=Star) | [华东师范大学](https://github.com/icalk-nlp) | CD | | |
    • [🤗HF\ - Open/FlagAI/tree/master/examples/Aquila)![Star](https://img.shields.io/github/stars/FlagAI-Open/FlagAI.svg?style=social&label=Star) | [FlagAI](https://github.com/FlagAI-Open) | CD | | |
    • 申请
    • [🤗HF\ - nlp/EduChat)![Star](https://img.shields.io/github/stars/icalk-nlp/EduChat.svg?style=social&label=Star) | [华东师范大学](https://github.com/icalk-nlp) | CD | | |
    • [🤗HF\ - GPT](https://github.com/synlp/ChiMed-GPT) | [中国科学技术大学](https://github.com/synlp) | CD | [Paper](https://arxiv.org/abs/2311.06025) | |
    • [🤗HF\
    • [🤗HF\ - DI/XuanYuan) ![Star](https://img.shields.io/github/stars/Duxiaoman-DI/XuanYuan.svg?style=social&label=Star) | [度小满](https://github.com/Duxiaoman-DI) | CD | [Report](https://github.com/Duxiaoman-DI/XuanYuan/blob/main/xuanyuan_70b_report.md) | |
    • [🤗HF\ - song/LaWGPT)![Star](https://img.shields.io/github/stars/pengxiao-song/LaWGPT.svg?style=social&label=Star) | [Pengxiao Song](https://github.com/pengxiao-song) | CD | | |
  • 中文指令数据集

      • dataset - DI/XuanYuan) | [度小满](https://github.com/Duxiaoman-DI) | 金融领域 |
      • dataset - nlp/EduChat) | [华东师范大学](https://github.com/icalk-nlp) | 教育 |
      • dataset
      • dataset
      • dataset - Chinese-chat](https://github.com/CrazyBoyM/llama2-Chinese-chat)![Star](https://img.shields.io/github/stars/CrazyBoyM/llama2-Chinese-chat.svg?style=social&label=Star) | [Ke Bai](https://github.com/CrazyBoyM) | |
      • dataset
      • dataset
      • dataset
      • dataset - llama](https://github.com/AndrewZhe/lawyer-llama) | [Quzhe Huang](https://github.com/AndrewZhe) | 法律 |
      • dataset
      • dataset
      • dataset
      • dataset - Assistant](https://github.com/LAION-AI/Open-Assistant) | [OpenAssistant](https://huggingface.co/OpenAssistant) | |
      • dataset
      • dataset - 4-LLM](https://github.com/Instruction-Tuning-with-GPT-4/GPT-4-LLM) | [Instruction-Tuning-with-GPT-4](https://github.com/Instruction-Tuning-with-GPT-4) | [paper](https://arxiv.org/abs/2304.03277) |
      • dataset
      • dataset
      • dataset
      • dataset
      • dataset
      • dataset
      • dataset
      • dataset - corpus](https://github.com/PlexPt/chatgpt-corpus) | [plex](https://github.com/PlexPt) | |
      • dataset
      • dataset - Prompts](https://github.com/thu-coai/Safety-Prompts) | [清华大学](https://github.com/thu-coai) | [评测平台](http://115.182.62.166:18000/) |
      • dataset - chinese-dataset](https://github.com/carbonz0/alpaca-chinese-dataset) | [carbonz](https://github.com/carbonz0) | 机器翻译 |
      • dataset - KOL](https://github.com/wangrui6/Zhihu-KOL) | [Rui Wang](https://huggingface.co/wangrui6) | |
      • dataset - GPT](https://github.com/LiuHC0428/LAW-GPT) | [hongchengliu](https://github.com/LiuHC0428) | 法律 |
      • dataset - x](https://github.com/mbzuai-nlp/bactrian-x) | [MBZUAI](https://github.com/mbzuai-nlp) | |
      • dataset - CoT](https://github.com/PhoebusSi/Alpaca-CoT) | [Qingyi Si](https://huggingface.co/QingyiSi) | |
      • dataset - model](https://guanaco-model.github.io/) | [Guanaco](https://github.com/Guanaco-Model) | |
      • dataset - Chinese Alpaca](https://github.com/ntunlplab/traditional-chinese-alpaca) | [NTU NLP Lab](https://github.com/ntunlplab) | gpt翻译 |
      • dataset
      • dataset
      • dataset
      • dataset
      • dataset - comparison-detection](https://github.com/Hello-SimpleAI/chatgpt-comparison-detection) | [SimpleAI](https://github.com/Hello-SimpleAI) | |
    • Embedding

  • 大模型评估基准

    • 1. C-Eval ![Star](https://img.shields.io/github/stars/SJTU-LIT/ceval.svg?style=social&label=Star)

    • 6. 中文大模型安全评测平台 ![Star](https://img.shields.io/github/stars/thu-coai/Safety-Prompts.svg?style=social&label=Star)

      • [官方网站 - coai/Safety-Prompts)] [[论文](https://arxiv.org/abs/2304.10436)]
      • [官方网站 - coai/Safety-Prompts)] [[论文](https://arxiv.org/abs/2304.10436)]
    • 3. SuperCLUElyb ![Star](https://img.shields.io/github/stars/CLUEbenchmark/SuperCLUElyb.svg?style=social&label=Star)

    • 5. Open LLM Leaderboard

    • 7. OpenCompass大语言模型评测 ![Star](https://img.shields.io/github/stars/open-compass/opencompass.svg?style=social&label=Star)

    • 2. FlagEval ![Star](https://img.shields.io/github/stars/FlagOpen/FlagEval.svg?style=social&label=Star)

  • 在线体验大模型

  • 开源模型库平台

  • 开源数据集库

  • other-awesome

    • 19. MiniMax大模型--MiniMax

      • Star - chatgpt/awesome-chatgpt)
      • Star - chatgpt-prompts)
      • Star - LLM)
      • Star - langchain)
      • Star - open-gpt)
      • Star - Multimodal-Large-Language-Models)
      • Star - Transformer-Attention)
      • Star - Prompt-Engineering)
      • Star - AITools)
      • Star - HITCS/Awesome-Chinese-LLM)
      • Star - LLM4Tool)
      • Star - ai/awesome-llm-security)
      • Star - dev/awesome-ai-agents)
      • Star - LLM-Large-Language-Models-Notes)
      • Star - Efficient-LLM)
      • Star - 819/LLMDataHub)
      • Star
      • Star - RLHF)
      • Star - in-context-learning)
      • Star - instruction-learning)
      • Star - Foundation-Models)
      • Star - ai-devtools)
      • Star - autonomous-gpt)
      • Star - Papers-Autonomous-Agent)
      • Star - ai/Awesome-Code-LLM)
      • Star - LLM-Compression)
      • Star - Survey)
      • Star - Agents)
      • Star - Tool-Survey)
      • Star - foundation-model-leaderboards)
      • Star - tool-llm)
      • Star - Cai/Awesome-LLM-KV-Cache)
      • Star - LLMs-Datasets)
      • Star - large-multimodal-agents)
      • Star - LLM-Prompt-Optimization)
  • NLU系列

    • BERT

      • `PDF`
      • `PDF`
      • Google Drive - research) | [github](https://github.com/google-research/bert) | 通用 |
      • Google Drive - 07Xj](http://pan.iflytek.com/#/link/A2483AD206EF85FD91569B498A3C3879)</p> | [Google Drive](https://drive.google.com/open?id=1AQitrjbvCWc51SYiLN-cJq4e0WiNN4KY) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-BERT-wwm) | 通用 |
      • Google Drive - 4cMG](http://pan.iflytek.com/#/link/653637473FFF242C3869D77026C9BDB5)</p> | [Google Drive](https://drive.google.com/open?id=1iNeYFhCBJWeUsIlnW_2K6SMwXkM4gLb_) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-BERT-wwm) | 通用 |
      • 阿里云
      • 阿里云
      • 京东云 - aig) | [github](https://github.com/jd-aig/nlp_baai/tree/master/pretrained_models_and_embeddings) | 电商客服对话 |
      • Google Drive - 1cmp](https://pan.baidu.com/share/init?surl=D-pVJyW6bbJSre5RxotJkA)</p> | <p>[Google Drive](https://drive.google.com/file/d/1qW1YWtw3q9Q28QThrIY-rDU9Gl-SLIKO/view?usp=sharing)<br>[百度网盘-986f](https://pan.baidu.com/share/init?surl=y_O586GBmZZ7g4d2nOF0Vg)</p> | [Value Simplex](https://github.com/valuesimplex) | [github](https://github.com/valuesimplex/FinBERT) | 金融科技领域 |
      • 好未来AI - EduBERT.zip) | [tal-tech](https://github.com/tal-tech) | [github](https://github.com/tal-tech/edu-bert) | 教育领域 |
      • 百度网盘-4jng - base)</p> | [Ethan](https://github.com/Ethan-yt) | [github](https://github.com/Ethan-yt/guwenbert) | 古文领域 |
      • 百度网盘-m5sz - large)</p> | [Ethan](https://github.com/Ethan-yt) | [github](https://github.com/Ethan-yt/guwenbert) | 古文领域 |
      • thunlp - AIPoet](https://github.com/THUNLP-AIPoet) | [github](https://github.com/THUNLP-AIPoet/BERT-CCPoem) | 古典诗歌 |
    • ChineseBERT

    • RoBERTa

      • `PDF`
      • Google Drive - 8qvb](https://pan.baidu.com/share/init?surl=hoR01GbhcmnDhZxVodeO4w) | [CLUE](https://github.com/CLUEbenchmark) | [github](https://github.com/CLUEbenchmark/CLUEPretrainedModels) | 通用 |
      • google drive - 8qvb](https://pan.baidu.com/share/init?surl=hoR01GbhcmnDhZxVodeO4w) | [CLUE](https://github.com/CLUEbenchmark) | [github](https://github.com/CLUEbenchmark/CLUEPretrainedModels) | 通用 |
      • Google Drive
      • google drive - 8qvb](https://pan.baidu.com/share/init?surl=hoR01GbhcmnDhZxVodeO4w) | [CLUE](https://github.com/CLUEbenchmark) | [github](https://github.com/CLUEbenchmark/CLUEPretrainedModels) | 通用 |
      • Google Drive - 8qvb](https://pan.baidu.com/share/init?surl=hoR01GbhcmnDhZxVodeO4w) | [CLUE](https://github.com/CLUEbenchmark) | [github](https://github.com/CLUEbenchmark/CLUEPretrainedModels) | 通用 |
      • google drive - 8qvb](https://pan.baidu.com/share/init?surl=hoR01GbhcmnDhZxVodeO4w) | [CLUE](https://github.com/CLUEbenchmark) | [github](https://github.com/CLUEbenchmark/CLUEPretrainedModels) | 通用 |
      • Google Drive - b9nx](https://pan.iflytek.com/link/275E5B46185C982D4AF5AC295E1651B6)</p> | [Google Drive](https://drive.google.com/file/d/1_LqmIxm8Nz1Abvlqb8QFZaxYo-TInOed/view) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-BERT-wwm) | 通用 |
      • Google Drive - vySW](https://pan.iflytek.com/link/0DD18FAC080BAF75DBA28FB5C0047760)</p> | [Google Drive](https://drive.google.com/open?id=1eHM3l4fMo6DsQYGmey7UZGiTmQquHw25) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-BERT-wwm) | 通用 |
      • 讯飞云-e8dN - BERT-wwm) | 通用 |
      • 讯飞云-XNMA - BERT-wwm) | 通用 |
      • Google Drive - Xe1p](http://pan.iflytek.com/#/link/98D11FAAF0F0DBCB094EE19CCDBC98BF)</p> | [Google Drive](https://drive.google.com/open?id=1eHM3l4fMo6DsQYGmey7UZGiTmQquHw25) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-BERT-wwm) | 通用 |
      • Google Drive - u6gC](http://pan.iflytek.com/#/link/AC056611607108F33A744A0F56D0F6BE)</p> | [Google Drive](https://drive.google.com/open?id=1-2vEZfIFCdM1-vJ3GD6DlSyKT4eVXMKq) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-BERT-wwm) | 通用 |
      • Google Drive - VSn5HZWxBHQMHKkrg)</p> | <p>[Google Drive](https://drive.google.com/open?id=1H6f4tYlGXgug1DdhYzQVBuwIGAkAflwB)<br>[百度网盘](https://pan.baidu.com/s/1AGC76N7pZOzWuo8ua1AZfw)</p> | [brightmart](https://github.com/brightmart) | [github](https://github.com/brightmart/roberta_zh) | 通用 |
      • Google Drive - wBTwycr91bmug)</p> | [Google Drive](https://drive.google.com/open?id=1yK_P8VhWZtdgzaG0gJ3zUGOKWODitKXZ) | [brightmart](https://github.com/brightmart) | [github](https://github.com/brightmart/roberta_zh) | 通用 |
      • [🤗HF\ - py) | 通用 |
      • 讯飞云-e8dN - BERT-wwm) | 通用 |
      • 讯飞云-XNMA - BERT-wwm) | 通用 |
    • ALBERT

      • `PDF`
      • Google Drive
      • Google Drive - ElFnfxUf8IrRx7Ghm1S_Q) | [brightmart](https://github.com/brightmart) | [github](https://github.com/brightmart/albert_zh) | 通用 |
      • Google Drive
      • Google Drive - 3hsmHlrzY_gp) | [brightmart](https://github.com/brightmart) | [github](https://github.com/brightmart/albert_zh) | 通用 |
      • Google Drive - research) | [github](https://github.com/google-research/ALBERT) | 通用 |
      • Google Drive - research) | [github](https://github.com/google-research/ALBERT) | 通用 |
      • Google Drive - research) | [github](https://github.com/google-research/ALBERT) | 通用 |
      • Google Drive - research) | [github](https://github.com/google-research/ALBERT) | 通用 |
      • `PDF`
    • NEZHA

      • Google Drive - ntn3](https://pan.baidu.com/s/1UVQjy9v_Sv4cQd1ELdjqww)</p> | [lonePatient](https://github.com/lonePatient/NeZha_Chinese_PyTorch) | [HUAWEI](https://github.com/huawei-noah) | [github](https://github.com/huawei-noah/Pretrained-Language-Model) | 通用 |
      • Google Drive - f68o](https://pan.baidu.com/s/1-YG8e5V2zKCnR3azsGZT1w)</p> | [lonePatient](https://github.com/lonePatient/NeZha_Chinese_PyTorch) | [HUAWEI](https://github.com/huawei-noah) | [github](https://github.com/huawei-noah/Pretrained-Language-Model) | 通用 |
      • Google Drive - 7thu](https://pan.baidu.com/s/1R1Ew-Lu8oIP6QhWO6nqp5Q)</p> | [lonePatient](https://github.com/lonePatient/NeZha_Chinese_PyTorch) | [HUAWEI](https://github.com/huawei-noah) | [github](https://github.com/huawei-noah/Pretrained-Language-Model) | 通用 |
      • Google Drive - ni4o](https://pan.baidu.com/s/1JK1RLIJd2wpuypku3stt8w)</p> | [lonePatient](https://github.com/lonePatient/NeZha_Chinese_PyTorch) | [HUAWEI](https://github.com/huawei-noah) | [github](https://github.com/huawei-noah/Pretrained-Language-Model) | 通用 |
      • 百度网盘-qgkq
    • MacBERT

      • `PDF`
      • Google Drive - E2cP](http://pan.iflytek.com/#/link/CF2A1F9AEBF859650E8956854A994C1B)</p> | | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/MacBERT) | 通用 |
      • Google Drive - 3Yg3](http://pan.iflytek.com/#/link/805D743F3826EC4F4EB5C774D34432AE)</p> | | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/MacBERT) | 通用 |
    • WoBERT

    • XLNET

      • `PDF`
      • Google Drive - uCpe](http://pan.iflytek.com/#/link/32619C31BDEFAF2D82CB8C7F66F01D5C)</p> | [Google Drive](https://drive.google.com/open?id=1mPDgcMfpqAf2wk9Nl8OaMj654pYrWXaR) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-XLNet) | 通用 |
      • Google Drive - 68En](http://pan.iflytek.com/#/link/ED7DF7ED04B871AFE8E4D97704B9134D)</p> | [Google Drive](https://drive.google.com/open?id=1u-UmsJGy5wkXgbNK4w9uRnC0RxHLXhxy) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-XLNet) | 通用 |
      • 百度网盘
    • ELECTRA

      • `PDF`
      • Google Drive - Yfcy](http://pan.iflytek.com/#/link/7605874F5A11CD693C60EAB79005CCF3)</p> | | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-ELECTRA) | 通用 |
      • Google Drive - GUdp](http://pan.iflytek.com/#/link/3EFCF909FC5CFEA6F0EA7AA774C64CF0)</p> | | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-ELECTRA) | 通用 |
      • Google Drive - Xcvm](http://pan.iflytek.com/#/link/38E14C9BDBE8E93F09DFE2198E308489)</p> | | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-ELECTRA) | 通用 |
      • Google Drive - qsHj](http://pan.iflytek.com/#/link/D1B8FE678FA5BC31AA43BD99AD09913E)</p> | | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-ELECTRA) | 通用 |
      • Google Drive - 7f7b](http://pan.iflytek.com/#/link/CC111ED9B1D4AE7E26C69A520A6D8759)</p> | | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-ELECTRA) | 司法领域 |
      • Google Drive - 7f7b](http://pan.iflytek.com/#/link/CC111ED9B1D4AE7E26C69A520A6D8759)</p> | | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-ELECTRA) | 司法领域 |
      • Google Drive - 7f7b](http://pan.iflytek.com/#/link/CC111ED9B1D4AE7E26C69A520A6D8759)</p> | | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/Chinese-ELECTRA) | 司法领域 |
      • Google Drive - rs99](https://pan.baidu.com/share/init?surl=4b-IiCkjRg-6XIYPXnezZA)</p> | | [CLUE](https://github.com/CLUEbenchmark) | [github](https://github.com/CLUEbenchmark/ELECTRA) | 通用 |
    • ZEN

    • ERNIE

    • ERNIE3

      • `PDF`
      • `PDF`
      • link - 3.0-base-zh) | [PaddlePaddle](https://github.com/PaddlePaddle) | [github](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/model_zoo/ernie-3.0) | 通用 |
      • link - 3.0-medium-zh) | [PaddlePaddle](https://github.com/PaddlePaddle) | [github](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/model_zoo/ernie-3.0) | 通用 |
      • link - 3.0-mini-zh) | [PaddlePaddle](https://github.com/PaddlePaddle) | [github](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/model_zoo/ernie-3.0) | 通用 |
      • link - 3.0-micro-zh) | [PaddlePaddle](https://github.com/PaddlePaddle) | [github](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/model_zoo/ernie-3.0) | 通用 |
      • link - 3.0-nano-zh) | [PaddlePaddle](https://github.com/PaddlePaddle) | [github](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/model_zoo/ernie-3.0) | 通用 |
    • RoFormer

      • `PDF`
      • `Blog post`
      • 百度网盘-xy9x
      • 百度网盘-gy97
      • 百度网盘-bt94
      • 百度网盘-ttn4 - v2-char_L-6_H-384_A-6.zip) | | [ZhuiyiTechnology](https://github.com/ZhuiyiTechnology) | [github](https://github.com/ZhuiyiTechnology/roformer-v2) | 通用 |
      • 百度网盘-pfoh - v2-char_L-12_H-768_A-12.zip) | | [ZhuiyiTechnology](https://github.com/ZhuiyiTechnology) | [github](https://github.com/ZhuiyiTechnology/roformer-v2) | 通用 |
      • 百度网盘-npfv - v2-char_L-24_H-1024_A-16.zip) | | [ZhuiyiTechnology](https://github.com/ZhuiyiTechnology) | [github](https://github.com/ZhuiyiTechnology/roformer-v2) | 通用 |
    • StructBERT

    • Lattice-BERT

    • Mengzi-BERT

    • Bloom

    • TaCL

    • MC-BERT

      • `PDF`
      • link - research](https://github.com/alibaba-research) | [github](https://github.com/alibaba-research/ChineseBLUE) | 生物医疗 |
      • link - research](https://github.com/alibaba-research) | [github](https://github.com/alibaba-research/ChineseBLUE) | 生物医疗 |
      • link - research](https://github.com/alibaba-research) | [github](https://github.com/alibaba-research/ChineseBLUE) | 生物医疗 |
      • link - research](https://github.com/alibaba-research) | [github](https://github.com/alibaba-research/ChineseBLUE) | 生物医疗 |
      • link - research](https://github.com/alibaba-research) | [github](https://github.com/alibaba-research/ChineseBLUE) | 生物医疗 |
      • link - research](https://github.com/alibaba-research) | [github](https://github.com/alibaba-research/ChineseBLUE) | 生物医疗 |
      • link - research](https://github.com/alibaba-research) | [github](https://github.com/alibaba-research/ChineseBLUE) | 生物医疗 |
      • link - research](https://github.com/alibaba-research) | [github](https://github.com/alibaba-research/ChineseBLUE) | 生物医疗 |
      • link - research](https://github.com/alibaba-research) | [github](https://github.com/alibaba-research/ChineseBLUE) | 生物医疗 |
    • PERT

      • `PDF`
      • 百度网盘-rcsw - pert-base) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/PERT) | 通用 |
      • 百度网盘-e9hs - pert-large) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/PERT) | 通用 |
    • MobileBERT

    • GAU-α

    • DeBERTa

      • `PDF`
      • [🤗HF\ - CCNL](https://github.com/IDEA-CCNL) | [github](https://github.com/IDEA-CCNL/Fengshenbang-LM) | 通用 |
      • [🤗HF\ - CCNL](https://github.com/IDEA-CCNL) | [github](https://github.com/IDEA-CCNL/Fengshenbang-LM) | 通用 |
      • [🤗HF\ - CCNL](https://github.com/IDEA-CCNL) | [github](https://github.com/IDEA-CCNL/Fengshenbang-LM) | 通用 |
    • GlyphBERT

      • `PDF`
      • [🤗HF\ - TMG](https://github.com/HITsz-TMG) | [github](https://github.com/HITsz-TMG/GlyphBERT) | 通用 |
    • CKBERT

    • LERT

      • `PDF`
      • 百度网盘-4vuy - lert-small) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/LERT) | 通用 |
      • 百度网盘-9jgi - lert-base) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/LERT) | 通用 |
      • 百度网盘-s82t - lert-large) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/LERT) | 通用 |
      • 百度网盘-9jgi - lert-base) | [Yiming Cui](https://github.com/ymcui) | [github](https://github.com/ymcui/LERT) | 通用 |
    • RoCBert

    • M3E

      • m3e-base - AI](https://huggingface.co/moka-ai) | [uniem](https://github.com/wangyuxinwhy/uniem)![Star](https://img.shields.io/github/stars/wangyuxinwhy/uniem.svg?style=social&label=Star) | 文本嵌入模型 |
      • m3e-small - AI](https://huggingface.co/moka-ai) | [uniem](https://github.com/wangyuxinwhy/uniem)![Star](https://img.shields.io/github/stars/wangyuxinwhy/uniem.svg?style=social&label=Star) | 文本嵌入模型 |
    • LEALLA

    • 二郎神

      • [🤗HF\ - CCNL](https://github.com/IDEA-CCNL) | [github](https://github.com/IDEA-CCNL/Fengshenbang-LM) | 中文通用 |
  • NLG系列

    • NEZHA-Gen

      • Google Drive - ytim](https://pan.baidu.com/s/1me6_BGYHbWFdTi80vRQ2Lg)</p> | | [HUAWEI](https://github.com/huawei-noah) | [github](https://github.com/huawei-noah/Pretrained-Language-Model/tree/master/NEZHA-Gen-TensorFlow) | 诗歌 |
      • Google Drive - rb5m](https://pan.baidu.com/s/1Bgle8TpcxHyuUz_jAXOBWw)</p> | | [HUAWEI](https://github.com/huawei-noah) | [github](https://github.com/huawei-noah/Pretrained-Language-Model/tree/master/NEZHA-Gen-TensorFlow) | 通用 |
      • `PDF`
      • `PDF`
    • GPT

      • `PDF`
      • Google Drive - ffz6](https://pan.baidu.com/s/1yiuTHXUr2DpyBqmFYLJH6A)</p> | [Caspar ZHANG](https://github.com/imcaspar) | [gpt2-ml](https://github.com/imcaspar/gpt2-ml) | 通用 |
      • Google Drive - q9vr](https://pan.baidu.com/s/1TA_3e-u2bXg_hcx_NwVbGw)</p> | [Caspar ZHANG](https://github.com/imcaspar) | [gpt2-ml](https://github.com/imcaspar/gpt2-ml) | 通用 |
      • [🤗HF\ - coai](https://github.com/thu-coai) | [CDial-GPT](https://github.com/thu-coai/CDial-GPT) | 中文对话 |
      • [🤗HF\ - coai](https://github.com/thu-coai) | [CDial-GPT](https://github.com/thu-coai/CDial-GPT) | 中文对话 |
      • [🤗HF\ - coai](https://github.com/thu-coai) | [CDial-GPT](https://github.com/thu-coai/CDial-GPT) | 中文对话 |
      • Google Drive - osi6](https://pan.baidu.com/s/1qDZ24VKLBU9GKARX9Ev65g)</p> | [yangjianxin1](https://github.com/yangjianxin1) | [GPT2-chitchat](https://github.com/yangjianxin1/GPT2-chitchat) | 闲聊对话 |
      • Google Drive - 1j88](https://pan.baidu.com/s/1ubXGuEvY8KmwEjIVTJVLww)</p> | [yangjianxin1](https://github.com/yangjianxin1) | [GPT2-chitchat](https://github.com/yangjianxin1/GPT2-chitchat) | 闲聊对话 |
      • Google Drive - fpyu](https://pan.baidu.com/s/1nbrW5iw34GRhoTin8uU2tQ)</p> | [Zeyao Du](https://github.com/Morizeyao) | [GPT2-Chinese](https://github.com/Morizeyao/GPT2-Chinese) | 散文 |
      • Google Drive - 7fev](https://pan.baidu.com/s/1Hy0OQ5xZcTLer9MQZW8o3g)</p> | [Zeyao Du](https://github.com/Morizeyao) | [GPT2-Chinese](https://github.com/Morizeyao/GPT2-Chinese) | 诗词 |
      • Google Drive - i5n0](https://pan.baidu.com/s/1j9yVQwjlXZq58wOyXK4lcg)</p> | [Zeyao Du](https://github.com/Morizeyao) | [GPT2-Chinese](https://github.com/Morizeyao/GPT2-Chinese) | 对联 |
      • 百度网盘-2nnn
    • GPT-3

      • `PDF`
      • `PDF`
      • 项目首页 - model-team.ks3-cn-beijing.ksyun.com/ren-zhi/my-model/mp_rank_00_model_states.pt) | [THUDM](https://github.com/THUDM) | [github](https://github.com/THUDM/Chinese-Transformer-XL) | 通用 |
    • CPM-Generate

    • T5-PEGASUS

    • T5

      • [🤗HF\ - small-chinese-cluecorpussmall) | [DBIIR @ RUC](https://github.com/dbiir) | [UER](https://github.com/dbiir/UER-py) | 通用 |
    • Mengzi-T5

    • PanGu-Alpha

      • `PDF`
      • 项目首页 - Platform.Intelligence/PanGu-Alpha/src/branch/master) | [PCL-Platform.Intelligence](https://git.openi.org.cn/PCL-Platform.Intelligence) | [github](https://git.openi.org.cn/PCL-Platform.Intelligence/PanGu-Alpha) | 通用 |
      • 项目首页 - Platform.Intelligence/PanGu-Alpha-GPU/src/branch/master/panguAlpha_pytorch#user-content-%E6%A8%A1%E5%9E%8B%E6%96%87%E4%BB%B6%E4%B8%8B%E8%BD%BD) | [PCL-Platform.Intelligence](https://git.openi.org.cn/PCL-Platform.Intelligence) | [github](https://git.openi.org.cn/PCL-Platform.Intelligence/PanGu-Alpha-GPU) | 通用 |
    • EVA

      • `PDF`
      • 项目首页 - coai/EVA2.0-base) | [thu-coai](https://github.com/thu-coai) | [github](https://github.com/thu-coai/EVA) | 中文开放域对话 | |
      • 项目首页 - coai/EVA2.0-base) | [thu-coai](https://github.com/thu-coai) | [github](https://github.com/thu-coai/EVA) | 中文开放域对话 | |
    • BART

    • RWKV

    • PromptCLUE

    • ProphetNet

    • 闻仲

      • [🤗HF\ - CCNL](https://github.com/IDEA-CCNL) | [github](https://github.com/IDEA-CCNL/Fengshenbang-LM) | 中文通用 |
    • 余元

      • [🤗HF\ - CCNL](https://github.com/IDEA-CCNL) | [github](https://github.com/IDEA-CCNL/Fengshenbang-LM) | 医学领域 |
    • ChatYuan

      • [🤗HF\ - ai) | [github](https://github.com/clue-ai/ChatYuan) | 功能型对话 |
      • [🤗HF\ - ai) | [github](https://github.com/clue-ai/ChatYuan) | 功能型对话 |
    • SkyText

  • NLU-NLG系列

  • Table

  • 更新

Programming Languages
Sub Categories
19. MiniMax大模型--MiniMax 51 RoBERTa 18 Embedding 13 BERT 13 GPT 12 MC-BERT 10 ALBERT 10 ELECTRA 9 RoFormer 8 ERNIE3 7 ERNIE 6 MobileBERT 6 Chinese-CLIP 6 NEZHA 5 LERT 5 GLM 5 T5-PEGASUS 5 Simbert 4 Lattice-BERT 4 ProphetNet 4 紫东太初 4 ZEN 4 NEZHA-Gen 4 XLNET 4 CKBERT 4 Misc 4 CogView 4 RoFormer-sim 4 DeBERTa 4 QA-CLIP 3 CPM-2 3 WenLan 3 EVA 3 OFA 3 BART 3 PERT 3 MacBERT 3 WoBERT 3 PromptCLUE 3 LEALLA 3 CPT 3 PanGu-Alpha 3 RWKV 3 Taiyi-Stable-Diffusion 3 SDCUP 3 ChineseBERT 3 R2D2 3 GPT-3 3 ChatYuan 2 AltDiffusion 2 7. OpenCompass大语言模型评测 ![Star](https://img.shields.io/github/stars/open-compass/opencompass.svg?style=social&label=Star) 2 Mengzi-oscar 2 PLUG 2 Bloom 2 GAU-α 2 GlyphBERT 2 5. Open LLM Leaderboard 2 wukong 2 RoCBert 2 TaiYi-CLIP 2 TaCL 2 8. 天工大模型--昆仑万维 2 6. 中文大模型安全评测平台 ![Star](https://img.shields.io/github/stars/thu-coai/Safety-Prompts.svg?style=social&label=Star) 2 UniLM 2 CPM-Generate 2 M3E 2 周文王 2 1. ChatGPT--OpenAI 2 Mengzi-BERT 2 闻仲 1 7. ChatGLM--智谱AI 1 2. FlagEval ![Star](https://img.shields.io/github/stars/FlagOpen/FlagEval.svg?style=social&label=Star) 1 3. SuperCLUElyb ![Star](https://img.shields.io/github/stars/CLUEbenchmark/SuperCLUElyb.svg?style=social&label=Star) 1 5. 星火认知大模型--科大讯飞 1 3. 文心一言--百度 1 13. 日日新--商汤 1 9. 序列猴子大模型--出门问问 1 6. Claude--Anthropic 1 余元 1 17. Dongni--深思考 1 14. 天燕大模型--APUS 1 SkyText 1 二郎神 1 Mengzi-T5 1 12. 曹植GPT大语言模型--达观数据 1 OPD 1 18. 山海大模型--云知声 1 AltCLIP 1 T5 1 15. 元乘象--智子引擎 1 16. 西湖大模型--西湖心辰 1 11. 360智脑大模--360 1 StructBERT 1 10. MOSS--复旦大学 1 2. New bing--微软 1 4. 通义大模型--阿里 1 1. C-Eval ![Star](https://img.shields.io/github/stars/SJTU-LIT/ceval.svg?style=social&label=Star) 1