JARVIS

概要

Explore artificial general intelligence by enabling large language models (LLMs) to act as controllers, orchestrating numerous expert AI models from platforms like Hugging Face Hub. This collaborative system breaks down complex user requests into solvable tasks, selects appropriate expert models, executes them, and integrates their results to generate comprehensive responses. It aims to bridge LLMs with the broader machine learning community, offering a flexible and powerful framework for tackling diverse AI challenges, with support for various deployment modes and interfaces.

主な機能

• Offers multiple interaction modes including Web interface, Gradio demo, Server API, and CLI.
• Compatible with NVIDIA Jetson embedded devices for accelerated performance.
• Features a four-stage workflow: task planning, model selection, execution, and response generation.
• Supports flexible deployment configurations with local, Hugging Face, or hybrid inference options.
• 24,175 GitHub stars
• Orchestrates expert AI models using an LLM as the central controller.

ユースケース

• Automating complex AI tasks by chaining multiple expert models from Hugging Face Hub.
• Benchmarking large language models for their task automation capabilities.
• Developing LLM-based agents with enhanced and concise tool usage.