首页 > 其他分享 >FastChat

FastChat

时间:2024-05-01 19:23:29浏览次数:12  
标签:training serving https FastChat over chat

FastChat

https://github.com/lm-sys/FastChat

为服务基于大模型的chat应用,

FastChat提供框架。

提供三个功能

training, serving, and evaluating

有评价功能、训练功能(fine tuning)

主要的还是 serving能力, 可以支持大模型的负载均衡

 

FastChat is an open platform for training, serving, and evaluating large language model based chatbots.

  • FastChat powers Chatbot Arena (https://chat.lmsys.org/), serving over 10 million chat requests for 70+ LLMs.
  • Chatbot Arena has collected over 500K human votes from side-by-side LLM battles to compile an online LLM Elo leaderboard.

FastChat's core features include:

  • The training and evaluation code for state-of-the-art models (e.g., Vicuna, MT-Bench).
  • A distributed multi-model serving system with web UI and OpenAI-compatible RESTful APIs.

 

架构解释

https://zhuanlan.zhihu.com/p/694856151

 

搭建实践

https://rudeigerc.dev/posts/llm-inference-with-fastchat/

 

标签:training,serving,https,FastChat,over,chat
From: https://www.cnblogs.com/lightsong/p/18169550

相关文章

  • (离线RAG、chatGLM3-6B)安装了fastchat:0.2.36,仍报错ModuleNotFoundError: No module nam
           在离线知识库服务(Langchain-Chatchat)本地搭建时,虽然在虚拟环境中安装了fastchat:0.2.36,但在运行时,仍报错ModuleNotFoundError:Nomodulenamed'fastchat.protocol'。              经过在网上查询,发现部署成功的案例采用的0.2.34版本的fast......
  • FastChat-vicuna 运行
    第一步安装python3.9,3.8到后面不支持第二步安装依赖pipinstalltorch1.12.0+cu102torchvision0.13.0+cu102torchaudio==0.12.0--extra-index-urlhttps://download.pytorch.org/whl/cu102-ihttps://pypi.tuna.tsinghua.edu.cn/simplepipinstallfschat-ihttps://pypi......