{ "host": "jev-retrain (DigitalOcean gpu-mi355x1-288gb-spot, 168.144.60.186)", "method": "ft_clef.py --cache-only (backbone hidden states pre-encoded with pinned PyTorch clef-flash)", "wall": "train+eval 90 min (plus 44 min backbone encode)", "epochs": 3, "lr": 3e-05, "batch": 16, "pos_weight": 1.0, "checks": { "head_tensors": 122, "head_params": 121762820, "source_head_dtypes": [ "BF16" ], "bf16_converted_in_staging": false, "source_head_sha256": "c7375d6f2044ab67880dcee327283fc6ef16e15055fe2d39354852eb48bb7b2a", "staged_head_sha256": "c7375d6f2044ab67880dcee327283fc6ef16e15055fe2d39354852eb48bb7b2a", "tflite": [ { "name": "clef-flash_rowprefill_embeds_L4096_fp16fc.tflite", "bytes": 13936871792 } ] }, "run_name": "clef_v04", "train_data": { "file": "clef_train_fixed.jsonl", "rows": 16322, "pos": 8232, "neg": 8090, "sha256": "e3916d4946cbe6e4787579ba73a82485f1e9ee186c241444586aeafa26e3bb87", "added": { "catalog_real_world_rows": 86, "synthetic_spoof_pos": 120, "synthetic_spoof_neg": 64 } }, "seed": 20261101, "epoch_selected": 3, "selection": "dev AUC only (epochs 0.9635/0.9811/0.9840)", "metrics": { "dev": { "n": 21977, "pos": 20282, "neg": 1695, "auc": 0.984, "tpr@0.5": 0.9391, "fpr@0.5": 0.0501 }, "test_once": { "n": 21965, "pos": 20271, "neg": 1694, "auc": 0.9833, "tpr@0.5": 0.9402, "fpr@0.5": 0.0543 }, "dev_baseline_untrained_head_auc": 0.7516, "evidence": [ "redo-final-results.json", "redo-dev-scores.jsonl", "redo-test-scores.jsonl", "redo-training-log.jsonl" ] }, "load_check": "fresh-process LiteRT load of staged artifact + strict head load (121,762,820 params) + end-to-end scoring of 6 bench rows: PASS", "tuesday_gate": "BYPASSED on explicit owner direction to publish droplet FT weights on completion; Tuesday-v2 frozen-chain replication (G3-G7) still outstanding" }