mcemri/MAST-Data

MAD: Multi-Agent System Traces Dataset Execution traces from multi-agent systems (MAS), annotated with the Multi-Agent Systems Failure Taxonomy (MAST). Each record gives the MAS, the LLM behind it, the benchmark task, the full trace, and binary annotations for the 14 MAST failure modes. Code: https://github.com/multi-agent-systems-failure-taxonomy/MAST 1642 traces · 7 MAS frameworks · 8 benchmarks · 5 LLMs. Files file rows MAD_full_dataset.json 1642… See the full description on the dataset page: https://huggingface.co/datasets/mcemri/MAST-Data.

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