视频链接 | 在线体验 | 部署文档| 更新日志 | 常见问题
本项目提供基于HuggingFace社区、OpenXLab、ModelScope魔搭社区、飞桨AIStudio社区的在线体验, 欢迎尝试和反馈!
受langchain-ChatGLM启发, 利用LangChain和ChatGLM-6B系列模型制作的Webui, 提供基于本地知识的大模型应用.
目前支持上传 txt、docx、md、pdf等文本格式文件, 提供包括ChatGLM-6B系列、Belle系列等模型文件以及GanymedeNil/text2vec-large-chinese、nghuyong/ernie-3.0-base-zh、nghuyong/ernie-3.0-nano-zh等Embedding模型.
提供ModelScope版本和HuggingFace版本.
需要Python>=3.8.1
若存在网络问题可在此找到本项目涉及的所有模型: | large language model | Embedding model |
---|---|---|
ChatGLM-6B | text2vec-large-chinese | |
ChatGLM-6B-int8 | ernie-3.0-base-zh | |
ChatGLM-6B-int4 | ernie-3.0-nano-zh | |
ChatGLM-6B-int4-qe | ernie-3.0-xbase-zh | |
Vicuna-7b-1.1 | simbert-base-chinese | |
Vicuna-13b-1.1 | paraphrase-multilingual-MiniLM-L12-v2 | |
BELLE-LLaMA-7B-2M | ||
BELLE-LLaMA-13B-2M | ||
internlm-chat-7b-8k | ||
internlm-chat-7b-v1_1 | ||
internlm-chat-7b |
详情请见: 更新日志
项目处于初期阶段, 有很多可以做的地方和优化的空间, 欢迎感兴趣的社区大佬们一起加入!
@inproceedings{
zeng2023glm-130b,
title={{GLM}-130B: An Open Bilingual Pre-trained Model},
author={Aohan Zeng and Xiao Liu and Zhengxiao Du and Zihan Wang and Hanyu Lai and Ming Ding and Zhuoyi Yang and Yifan Xu and Wendi Zheng and Xiao Xia and Weng Lam Tam and Zixuan Ma and Yufei Xue and Jidong Zhai and Wenguang Chen and Zhiyuan Liu and Peng Zhang and Yuxiao Dong and Jie Tang},
booktitle={The Eleventh International Conference on Learning Representations (ICLR)},
year={2023},
url={https://openreview.net/forum?id=-Aw0rrrPUF}
}
@inproceedings{du2022glm,
title={GLM: General Language Model Pretraining with Autoregressive Blank Infilling},
author={Du, Zhengxiao and Qian, Yujie and Liu, Xiao and Ding, Ming and Qiu, Jiezhong and Yang, Zhilin and Tang, Jie},
booktitle={Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
pages={320--335},
year={2022}
}