{ "format": "bf16", "temperature": 0.8278650620942867, "overall": { "n": 1000, "top1_agreement": 0.997, "top1_flips": 3, "max_abs_dscore": 0.13961565494537354, "mean_abs_dscore": 0.012822698334419146, "mean_kl": 7.013363207503902e-05, "n_gold": 1000, "nll_ref": 0.4436679457518203, "nll_cand": 0.4437944677940992, "dnll": 0.0001265220422789204, "mean_abs_row_dnll": 0.005641898326944814, "acc_ref": 0.808, "acc_cand": 0.805, "acc_drop_pp": 0.30000000000000027 }, "per_category": { "di_knowledge": { "n": 93, "top1_agreement": 1.0, "top1_flips": 0, "max_abs_dscore": 0.07215514779090881, "mean_abs_dscore": 0.014889913475799058, "mean_kl": 0.00013722336018850683, "n_gold": 93, "nll_ref": 0.7907936240501159, "nll_cand": 0.7927041608827371, "dnll": 0.0019105368326212124, "mean_abs_row_dnll": 0.01039648465267476, "acc_ref": 0.6559139784946236, "acc_cand": 0.6559139784946236, "acc_drop_pp": 0.0 }, "di_language": { "n": 93, "top1_agreement": 1.0, "top1_flips": 0, "max_abs_dscore": 0.0584871768951416, "mean_abs_dscore": 0.013199496934170362, "mean_kl": 4.376886766709004e-05, "n_gold": 93, "nll_ref": 0.43828192127009435, "nll_cand": 0.43613660599650544, "dnll": -0.0021453152735889103, "mean_abs_row_dnll": 0.005769073926221885, "acc_ref": 0.8494623655913979, "acc_cand": 0.8494623655913979, "acc_drop_pp": 0.0 }, "di_retrieval": { "n": 93, "top1_agreement": 1.0, "top1_flips": 0, "max_abs_dscore": 0.13961565494537354, "mean_abs_dscore": 0.011278054842327665, "mean_kl": 6.320183776936612e-05, "n_gold": 93, "nll_ref": 0.07565367364179643, "nll_cand": 0.07529180302084762, "dnll": -0.0003618706209488065, "mean_abs_row_dnll": 0.0018865181948961214, "acc_ref": 0.978494623655914, "acc_cand": 0.978494623655914, "acc_drop_pp": 0.0 }, "format": { "n": 75, "top1_agreement": 1.0, "top1_flips": 0, "max_abs_dscore": 0.07049310207366943, "mean_abs_dscore": 0.012186950511526283, "mean_kl": 1.866440251394625e-05, "n_gold": 75, "nll_ref": 0.09087868406020969, "nll_cand": 0.09027726831006917, "dnll": -0.0006014157501405132, "mean_abs_row_dnll": 0.0017343322558420642, "acc_ref": 0.9733333333333334, "acc_cand": 0.9733333333333334, "acc_drop_pp": 0.0 }, "general": { "n": 93, "top1_agreement": 1.0, "top1_flips": 0, "max_abs_dscore": 0.053872108459472656, "mean_abs_dscore": 0.011199172480311083, "mean_kl": 8.964417186979084e-06, "n_gold": 93, "nll_ref": 0.13061020512422436, "nll_cand": 0.12994049456566417, "dnll": -0.0006697105585601881, "mean_abs_row_dnll": 0.0015611860129022736, "acc_ref": 0.967741935483871, "acc_cand": 0.967741935483871, "acc_drop_pp": 0.0 }, "hard_short": { "n": 93, "top1_agreement": 0.989247311827957, "top1_flips": 1, "max_abs_dscore": 0.06802543997764587, "mean_abs_dscore": 0.014637837174057167, "mean_kl": 0.00013160361749015227, "n_gold": 93, "nll_ref": 0.7835153258109905, "nll_cand": 0.782783474188176, "dnll": -0.0007318516228145278, "mean_abs_row_dnll": 0.01093632719811279, "acc_ref": 0.6021505376344086, "acc_cand": 0.5913978494623656, "acc_drop_pp": 1.0752688172043001 }, "long": { "n": 92, "top1_agreement": 1.0, "top1_flips": 0, "max_abs_dscore": 0.1342533826828003, "mean_abs_dscore": 0.013823732117665294, "mean_kl": 6.168921301697641e-05, "n_gold": 92, "nll_ref": 0.10827285500173092, "nll_cand": 0.10768749311257943, "dnll": -0.000585361889151495, "mean_abs_row_dnll": 0.002564256755867923, "acc_ref": 0.967391304347826, "acc_cand": 0.967391304347826, "acc_drop_pp": 0.0 }, "mac": { "n": 92, "top1_agreement": 1.0, "top1_flips": 0, "max_abs_dscore": 0.04618799686431885, "mean_abs_dscore": 0.01143809092109618, "mean_kl": 2.6581458539860547e-05, "n_gold": 92, "nll_ref": 0.3262944821095264, "nll_cand": 0.3269180887247012, "dnll": 0.0006236066151747988, "mean_abs_row_dnll": 0.003772370527716574, "acc_ref": 0.8369565217391305, "acc_cand": 0.8369565217391305, "acc_drop_pp": 0.0 }, "public_ingests": { "n": 92, "top1_agreement": 1.0, "top1_flips": 0, "max_abs_dscore": 0.10585364699363708, "mean_abs_dscore": 0.015097456673118565, "mean_kl": 0.00015103258358910773, "n_gold": 92, "nll_ref": 0.7667467143475788, "nll_cand": 0.7682457652594957, "dnll": 0.0014990509119169326, "mean_abs_row_dnll": 0.010491535553020102, "acc_ref": 0.6521739130434783, "acc_cand": 0.6521739130434783, "acc_drop_pp": 0.0 }, "themes": { "n": 92, "top1_agreement": 0.9891304347826086, "top1_flips": 1, "max_abs_dscore": 0.04355478286743164, "mean_abs_dscore": 0.010605669458923132, "mean_kl": 2.4907957260022938e-05, "n_gold": 92, "nll_ref": 0.27025191463643466, "nll_cand": 0.2710970978349834, "dnll": 0.0008451831985487601, "mean_abs_row_dnll": 0.0033373064356656897, "acc_ref": 0.8695652173913043, "acc_cand": 0.8586956521739131, "acc_drop_pp": 1.0869565217391242 }, "typed_synthetic": { "n": 92, "top1_agreement": 0.9891304347826086, "top1_flips": 1, "max_abs_dscore": 0.04864954948425293, "mean_abs_dscore": 0.01256397343500986, "mean_kl": 9.395103279401365e-05, "n_gold": 92, "nll_ref": 1.0338530850662833, "nll_cand": 1.0353560613294195, "dnll": 0.0015029762631362242, "mean_abs_row_dnll": 0.008864003979572451, "acc_ref": 0.5652173913043478, "acc_cand": 0.5543478260869565, "acc_drop_pp": 1.0869565217391242 } }, "gates": { "coverage_finite_tokens": { "pass": true, "problems": {}, "reference_missing_requests": 0 }, "top1": { "threshold": 0.99, "value": 0.997, "pass": true }, "dnll": { "threshold": 0.02, "value": 0.0001265220422789204, "pass": true } }, "verdict": "PASS", "resolution_pp_per_flip": 0.1, "note": "small fixtures cannot resolve 0.3pp accuracy gates; accuracy on a parity fixture is only indicative (synthetic long rows carry the base row's gold label).", "ref": "runs/macjev/runtime_v2_dev/reference_trained/gate_ref_block_fp32.jsonl", "cand": "runs/macjev/release_2b/parity/pred_mlx_bf16_gate.jsonl", "fixture": "runs/macjev/runtime_v2_dev/reference/gate_fixture_n1000.jsonl" }