Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents

Researchers introduce Agent Data Protocol (ADP), a standardized format for unifying diverse AI agent training datasets across different formats and tools. The protocol enabled training on 13 unified datasets, achieving ~20% performance gains over base models and state-of-the-art results on coding, browsing, and tool use benchmarks.