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README.md
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title: GPT4Tools
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sdk: gradio
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license: apache-2.0
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title: GPT4Tools
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sdk: gradio
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license: apache-2.0
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# GPT4Tools: Teaching LLM to Use Tools via Self-instruction
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[Lin Song](http://linsong.info/), [Yanwei Li](https://yanwei-li.com/), [Rui Yang](https://github.com/Yangr116), Sijie Zhao, [Yixiao Ge](https://geyixiao.com/), [Ying Shan](https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=en)
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GPT4Tools is a centralized system that can control multiple visual foundation models.
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It is based on Vicuna (LLaMA), and 71K self-built instruction data.
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By analyzing the language content, GPT4Tools is capable of automatically deciding, controlling, and utilizing different visual foundation models, allowing the user to interact with images during a conversation.
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With this approach, GPT4Tools provides a seamless and efficient solution to fulfill various image-related requirements in a conversation.
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Different from previous work, we support users teach their own LLM to use tools with simple refinement via self-instruction and LoRA.
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<a href='https://github.com/StevenGrove/GPT4Tools'><img src='https://img.shields.io/badge/Project-Page-Green'></a> <a href='https://huggingface.co/stevengrove/gpt4tools-vicuna-13b-lora'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-blue'></a> [](https://youtu.be/Qrj94ibQIT8) []()
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