This repository curates a list of open-source Large Action Models (LAMs) designed to assist users in accomplishing tasks. It targets researchers and developers interested in LLMs capable of interacting with external tools and environments, offering a centralized resource for cutting-edge advancements in this domain.

How It Works

The collection highlights models that bridge the gap between LLMs and real-world actions, often by enabling them to understand and utilize a vast array of APIs or graphical user interfaces. This approach allows LLMs to move beyond text generation towards task execution and automation.

Highlighted Details

• CogAgent: A Visual Language Model for GUI Agents.
• Gorilla: Large Language Model Connected with Massive APIs.
• ToolLLM: Facilitating LLMs to Master 16000+ Real-world APIs.
• MetaTool Benchmark: Evaluating tool selection for LLMs.
• T-Eval: Step-by-step evaluation of tool utilization capabilities.

Maintenance & Community

This is a curated list, with contributions likely driven by the research community. Specific maintainer details or community links are not provided in the README.

Licensing & Compatibility

The licensing for individual models listed varies. Users must consult the specific licenses of each project (e.g., CogAgent, Gorilla, ToolLLM) for compatibility and usage restrictions.

Limitations & Caveats

This repository is a collection of links and resources, not a runnable project itself. Users must individually set up and evaluate each listed Large Action Model.