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Dataset · Hugging Face

TraceML-HF/TraceML

TraceML Per-version paired human + LLM-agent trajectories on 134 Kaggle competitions. Each row in state.parquet is one version of one ML coding session; each row in action.parquet is one transition between adjacent versions, with multi-label state / action / intent annotations and held-out Kaggle leaderboard scores. Quickstart from datasets import load_dataset # Paired split: 7 competitions with both human kernels and LLM-agent runs (head-to-head) state_paired =… See the full description on the dataset page: https://huggingface.co/datasets/TraceML-HF/TraceML.

Author / organizationTraceML-HF
License (as declared)cc-by-4.0
Downloads678 (as reported by Hugging Face)
Likes0
Created5 May 2026
Last updated at source24 August 2026
ml-agentskaggletrajectorybehavior-analysisbenchmark
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