Shypd.aiThe largest open index of AI toolsToolBench is an open-source platform for training, serving, and evaluating large language models for tool learning. It provides high-quality instruction tuning data to empower LLMs with general tool-use capabilities.
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ToolBench is an open-source platform designed to advance the capabilities of large language models (LLMs) in tool learning. It focuses on constructing large-scale, high-quality instruction tuning data, automatically generated using ChatGPT (gpt-3.5-turbo-16k) with enhanced function call capabilities. The platform includes a vast collection of 16,464 real-world REST APIs from RapidAPI, curated instructions for both single-tool and multi-tool scenarios, and a novel depth-first search based decision tree (DFSDT) for answer annotation. ToolBench also provides the corresponding training and evaluation scripts, along with a capable model called ToolLLaMA, fine-tuned on its dataset. It aims to enable open-source LLMs to master thousands of diverse real-world APIs, offering a comprehensive environment for research and development.
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