{
 "model": "D1A-E4B v0.6",
 "base": "google/gemma-4-E4B",
 "base_revision": "411aa17b749aa952df1359d2dcea73917a544d9a",
 "init_from": "JohnP1/d1a-e4b@v0.5 (commit e7db32f2254b6feb6ec830ae98662755dce39504)",
 "stage": "Current PR labels (D3-fresh, jonpol01/d1a#198): 479 hermes-agent PRs created 2026-10-02 to 10-05, shown twice (one pass in each half of training); documents-v1 2,520 (never trained before); routing factory/generic 600/600; decision-v7 1,000; hard-v1, devtools-v1, JGLUE, PR labels 300 each; PR labels Japanese/blast 100/100; 7,078 records; 1 epoch, lr 2e-5, LoRA 16 on all projections, batch 2 x accum 4, states up to 5,120 tokens, 885 steps",
 "release_exception": "Ships despite decide.py's veto V1 against v0.5 (hard-v1 -2.7 [-4.9, -0.5]), by the owner's decision of 2026-10-10: the model's main job is labelling current PRs, where v0.6 is better. Pin @v0.5 for hard-v1-style reasoning or the older PR-label conventions.",
 "data": {
  "counts": {
   "pr-labels:fresh-fit": 958,
   "pr-labels:train": 300,
   "pr-labels:train-ja": 100,
   "pr-labels:train-blast": 100,
   "hard-v1:train": 300,
   "devtools-v1:train": 300,
   "documents-v1:train": 2520,
   "ja-jglue:train": 300,
   "routing:factory-train": 600,
   "routing:generic-train": 600,
   "decision-v7:train": 1000
  },
  "records": 7078,
  "sha256": "31f7167055468b078e4c8ec16a4ce507fbc6e4662b85effa8bbe8a01dd8477e1",
  "seed": 0,
  "fresh_prs": {
   "prs": 479,
   "passes": 2,
   "created": "2026-10-02 to 2026-10-05",
   "text": "private; aggregates only"
  },
  "leak_checks": "0 eval-state overlap, 0 PR-id overlap with the sealed fresh EVAL half and 47 eval partitions"
 },
 "training": {
  "epochs": 1,
  "lr": 2e-05,
  "head_lr": 0.0,
  "weight_decay": 0.01,
  "lora": 16,
  "lora_targets": "all",
  "batch": 2,
  "accum": 4,
  "dtype": "fp32",
  "weights_dtype": "bf16",
  "checkpointing": 1,
  "max_state": 5120,
  "p_none": 0.1,
  "p_none_distract": 0.12,
  "p_distract": 0.15,
  "seed": 0
 },
 "compute": {
  "where": "local, one Apple M1 Max (MPS)",
  "wall_seconds": 60962,
  "optimizer_steps": 885,
  "records_seen": 7078,
  "truncated_records": 0,
  "rejected_records": 0
 },
 "calibration": {
  "temperature": 1.954,
  "fit": "pooled held-out rows: decision-v7 calibration split + PR-labeling development set",
  "ece_raw": 0.093,
  "ece_out_of_fold": 0.015,
  "use_case_temperatures": "none in v0.6; a refitted routing temperature is planned for v0.6.1"
 },
 "code": "github.com/jonpol01/d1a (d1a.training.train, scripts/quality_gate.py, scripts/decide.py)"
}