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ALL-IN-ONE: A Reproduction of HuggingGPT

欧应万:复现HuggingGPT

由于chatGPT在国内无法合法访问,且访问huggingface的仓库容易掉线,而下载并运行这些模型会耗费大量资源。

本项目使用chatGLM替换chatGPT,使用百度Ai的api替换huggingface的各个模型,实现了对HuggingGPT的复现。

优点是占用资源小,响应速度快。

缺点是功能相对少,因为百度Ai的模型显然是比huggingface的少。

HuggingGPT Lite的复现

在对chatGLM-6b-int4-qe做了很长时间(2 days)的prompt测试后,发现它的效果很烂,完全不能实现任务拆分功能,人工智障一个。我的个人意见是,finetune肯定不能实现我要的效果,但是我目前能用的计算资源根本没法支持我对LLM做finetune,所以先用chatGPT复现HuggingGPT Lite。

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