---
title: GPT4Tools
emoji: 🚀
colorFrom: indigo
colorTo: pink
sdk: gradio
sdk_version: 3.32.0
app_file: app.py
pinned: false
license: apache-2.0
---

# GPT4Tools: Teaching LLM to Use Tools via Self-instruction

[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)

GPT4Tools is a centralized system that can control multiple visual foundation models. 
It is based on Vicuna (LLaMA), and 71K self-built instruction data.
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.
With this approach, GPT4Tools provides a seamless and efficient solution to fulfill various image-related requirements in a conversation.
Different from previous work, we support users teach their own LLM to use tools with simple refinement via self-instruction and LoRA.

<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>  [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://youtu.be/Qrj94ibQIT8) [![arXiv](https://img.shields.io/badge/arXiv-Paper-<COLOR>.svg)]()

ArXiv url: https://arxiv.org/abs//2305.18752