{
  "sources": {
    "student": {
      "repo": "ProCreations/auto-0.4b",
      "revision": "2f6ec6ca79d733fa8c1677676a77cc85b739f0d2"
    },
    "teacher": {
      "repo": "ProCreations/auto-1b-bf16",
      "revision": "328c2d93e0390610bbeab4dea0000d0670a51be2"
    },
    "data": {
      "repo": "ProCreations/auto-1b-data",
      "revision": "d265bbf7bac76cd55daaf81a1d185dfe089a412b"
    },
    "benchmark": {
      "repo": "ProCreations/approve-or-deny",
      "revision": "a38b625913dd46ca9702063f1597c979e6ace34e"
    }
  },
  "deduplication": "SHA256 whitespace-normalized text; request+canonical call group exclusion across splits; conflicting exact-text labels removed from train.",
  "seed": 20260908,
  "benchmark_rows": 3000,
  "validation_original": 13000,
  "validation_partitions": {
    "selection": 7824,
    "calibration": 2581,
    "audit": 2595,
    "monitor": 2025
  },
  "train_original": 712000,
  "removed_train": {
    "validation_group_overlap": 14,
    "duplicate_text": 1
  },
  "train": {
    "rows": 711985,
    "tokens": 516733212,
    "label_counts": {
      "approve": 355072,
      "deny": 356913
    },
    "length_percentiles": {
      "p0": 44.0,
      "p25": 221.0,
      "p50": 374.0,
      "p75": 509.0,
      "p90": 657.0,
      "p95": 815.0,
      "p99": 11582.0,
      "p100": 51408.0
    },
    "over_model_limit": 0,
    "gt4096": 18578,
    "gt16384": 4202
  },
  "validation": {
    "rows": 13000,
    "tokens": 15660962,
    "label_counts": {
      "approve": 6475,
      "deny": 6525
    },
    "length_percentiles": {
      "p0": 47.0,
      "p25": 227.0,
      "p50": 391.0,
      "p75": 531.0,
      "p90": 777.0,
      "p95": 5837.399999999994,
      "p99": 21976.960000000043,
      "p100": 48710.0
    },
    "over_model_limit": 0,
    "gt4096": 827,
    "gt16384": 185
  },
  "benchmark": {
    "rows": 3000,
    "tokens": 11710540,
    "label_counts": {
      "deny": 1401,
      "approve": 1599
    },
    "length_percentiles": {
      "p0": 49.0,
      "p25": 229.75,
      "p50": 403.0,
      "p75": 824.25,
      "p90": 11993.599999999999,
      "p95": 25400.399999999998,
      "p99": 51709.639999999985,
      "p100": 56176.0
    },
    "over_model_limit": 0,
    "gt4096": 450,
    "gt16384": 239
  },
  "monitor_sampling": "All selection rows over 4096 tokens plus 1536 fixed random short selection rows"
}