ginipick/Toucan-1.5M

Toucan-1.5M是一个最大的完全合成的工具代理数据集，旨在推进代理型LLM的工具使用。它由超过150万个轨迹组成，这些轨迹是从495个现实世界的模型上下文协议（MCPs）中合成的，跨越了2000多个工具。通过利用真实的MCP环境，Toucan-1.5M生成了多样化的、现实的和具有挑战性的任务，这些任务需要使用多个工具，其轨迹涉及多轮、多转、顺序和并行的工具调用。

Toucan-1.5M is the largest fully synthetic tool-agent dataset to date, designed to advance tool use in agentic LLMs. It comprises over 1.5 million trajectories synthesized from 495 real-world Model Context Protocols (MCPs) spanning 2,000+ tools. By leveraging authentic MCP environments, Toucan-1.5M generates diverse, realistic, and challenging tasks requires using multiple tools, with trajectories involving real tool executions across multi-round, multi-turn, sequential, and parallel tool calls.