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Forest of Audits SFT Process Dataset

This dataset is the first SFT export built from the backfilled ForestOfAudits trace bundle. It is formatted as OpenAI-style chat-message JSONL and focuses on teaching the audit environment, terminal action space, and required submission artifacts.

Files

  • train_sft_process_all_actions.jsonl: 8,633 process-step examples from parseable detect, patch, and exploit traces.
  • train_sft_gold_clean_final.jsonl: 218 gold or high-confidence final-answer examples kept separate for deliberate mixing.
  • rejected_or_unparsed_records.jsonl: 74 rejected or unparsed records, including unknown-mode traces and parse failures.
  • dataset_summary.json: source statistics and output counts.
  • audit_splits.json: audit-level train/val/test split metadata.

Source Statistics

  • Traces: 217
  • Audits: 41
  • Modes: 135 detect, 56 patch, 24 exploit, 2 unknown
  • Missing final artifacts: 72
  • Premature finalizations: 88
  • Error-state traces: 79
  • Exploit passes: 2 of 24

Rows use only system, user, and assistant roles. Tool calls and tool outputs are serialized as tagged text blocks, with outcome and quality metadata preserved for later weighting or ablation.

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