{
  "model": "Qwen/Qwen3.5-9B",
  "experiment_date": "2026-08-21",
  "training_rows": 270,
  "evaluation_rows": 30,
  "task": "Route generated support messages to billing, account or technical teams.",
  "method": {
    "name": "QLoRA",
    "epochs": 1,
    "rank": 32,
    "learning_rate": 0.00015,
    "seed": 42,
    "optimizer_updates": 135
  },
  "results": {
    "before_correct": 23,
    "after_correct": 30,
    "total": 30,
    "before_valid_labels": 30,
    "after_valid_labels": 30
  },
  "provenance": {
    "source": "Saved Farka worker evaluation and training specification; counts recomputed from paired predictions.",
    "evaluation_artifact_sha256": "1c75724fd555836bb4a46e8f6d3826000bffc7a4fc639ae21d797735a1e8d408",
    "fresh_inference_rerun": false,
    "legacy_baseline_source_marker_present": false
  },
  "limits": [
    "Generated workflow demonstration, not customer data.",
    "Evaluation rows also participated in checkpoint evaluation; no separate blind-promotion test.",
    "Semantic overlap with training patterns was not independently re-audited.",
    "No CPU or other simpler baseline comparison in this run.",
    "No measured production accuracy or cost savings.",
    "Original request texts and trained weights are not included."
  ]
}