{ "format": "d1a-torch", "format_version": 1, "base": "google/gemma-4-E2B", "base_revision": "d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f", "lora": 16, "head_dim": 256, "option_isolation": false, "special_embeddings": false, "weights_dtype": "bf16", "temperature": 1.447269237440378, "holdout": [], "weights": "lora", "head": "head.safetensors", "extra": { "args": { "base": "google/gemma-4-E2B", "n_per_source": 1000, "epochs": 1, "lr": 5e-05, "head_lr": 0.0, "weight_decay": 0.01, "lora": 16, "accum": 4, "holdout": "", "suite": "evals/v7/decision-v7", "train_sources": "", "device": "cuda", "batch": 2, "dtype": "bf16", "weights_dtype": "bf16", "checkpointing": 1, "head_dim": 256, "lora_targets": "all", "base_revision": "d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f", "p_none": 0.1, "p_none_distract": 0.12, "p_distract": 0.15, "p_none_pair": 0.0, "none_pair_max_state": null, "synthetic_repeat": 1, "public_frac": 1.0, "out": "e2b-v06", "data": "data/train-e2b-v06.jsonl", "max_state": 5120, "extra_suites": "", "replay": 0, "init_from": "JohnP1/d1a-e2b@v0.2.1-2epoch-calibrated", "allow_missing_sources": "", "reason": "", "row_budget": 0, "shared_prefix": 0, "length_sort": 0, "pass_tokens_max": 0, "max_steps": 0, "save_every_steps": 0, "save_every_minutes": 30.0, "resume": 1, "stop_after": 0, "seed": 0 }, "suite_sha256": "a8f50e481b7d90b97da049e0ff6a01cee2f1ed204aed61a8265af0edbb5514d2", "init_source": { "init_from": "JohnP1/d1a-e2b@v0.2.1-2epoch-calibrated", "resolved": "JohnP1/d1a-e2b@b529d2fd25bb813319903ff8f1304e670677a6bb", "weights_sha256": "e23dbe51453b6e926da0db70a38d680bc64644caff872cf0defcbbd8b1acbe46", "head_sha256": "fb3173876e55edb96bc73fab852372f2e4f6a193e346d6cd80868c8bbdda6990", "tensors": 410 }, "temperature_fit": { "rows": [ "cal/rows.json", "calpr/rows.json" ], "n": 3178, "method": "min micro mean NLL over a 121-point log grid 0.25..4", "cross_validation": { "raw": { "n": 3178, "ece": 0.0505561988092814, "brier": 0.2952905648331223, "nll": 0.5648973549274169, "confident_error_rate": 0.02957835116425425, "coverage_at_5pct_error": 0.5613593455003146 }, "out_of_fold": { "n": 3178, "ece": 0.023704548579686884, "brier": 0.2896952220920997, "nll": 0.5324486179012022, "confident_error_rate": 0.017935808684707365, "coverage_at_5pct_error": 0.5556954059156702 }, "ece_ci95": { "raw": [ 0.04102750015575881, 0.06377306530700594 ], "out_of_fold": [ 0.016511069955034523, 0.03860363764230206 ], "delta": [ -0.04016350379193325, -0.010727297381358629 ] }, "separated": true, "temperatures": [ 1.447269237440378, 1.447269237440378, 1.4142135623730947, 1.4810975522865641, 1.447269237440378 ], "folds": 5, "seed": 0, "samples": 1000, "groups": 1670, "unit": "source-stratified (source, group); sibling questions and variants stay together" }, "interval": { "level": 0.9, "samples": 2000, "seed": 0, "lower": 1.381912879967776, "upper": 1.5157165665103978, "questions": 3178 }, "fit_rows": [ { "rows": "cal/rows.json", "suite": "evals/v7/decision-v7", "split": "calibration", "questions": 1148 }, { "rows": "calpr/rows.json", "suite": "evals/d1a/pr-labels", "split": "development", "questions": 2030 } ], "training_suites": [ "evals/devtools-v1", "evals/documents-v1", "evals/hard-v1", "evals/v7/decision-v7" ], "training_partitions": [ "evals/d1a/ja-jglue:train", "evals/d1a/pr-labels:train", "evals/d1a/pr-labels:train-blast", "evals/d1a/pr-labels:train-ja", "evals/d1a/routing:factory-train", "evals/d1a/routing:generic-train" ], "same_corpus": [ "calpr/rows.json: SAME CORPUS: evals/d1a/pr-labels:development is an eval partition of evals/d1a/pr-labels, whose train partitions ['evals/d1a/pr-labels:train', 'evals/d1a/pr-labels:train-blast', 'evals/d1a/pr-labels:train-ja'] the checkpoint trained on" ], "in_distribution": { "allowed": true, "problems": [ "cal/rows.json: evals/v7/decision-v7 is training data of the checkpoint", "cal/rows.json: it pools 12 training source(s) ['agnews', 'amazon', 'banking77', 'boolq', 'compositional', 'dbpedia14', 'imdb', 'legacy_policy'] ...", "cal/rows.json: it reads the calibration partition of evals/v7/decision-v7, a training corpus", "calpr/rows.json: SAME CORPUS: evals/d1a/pr-labels:development is an eval partition of evals/d1a/pr-labels, whose train partitions ['evals/d1a/pr-labels:train', 'evals/d1a/pr-labels:train-blast', 'evals/d1a/pr-labels:train-ja'] the checkpoint trained on", "cannot list the sources of --data data/train-e2b-v06.jsonl (outside evals/, no sidecar train-e2b-v06.jsonl.json naming its sources), training data of d1" ] } }, "use_case_temperatures": { "routing": 0.9548416039104165 }, "use_case_temperature_fits": { "routing": { "rows": [ "e2b-v06/gate/suites/routing_generic-development/head/rows.json", "e2b-v06/gate/suites/routing_handlabelled-45/head/rows.json" ], "n": 315, "method": "min micro mean NLL over a 121-point log grid 0.25..4", "cross_validation": { "raw": { "n": 315, "ece": 0.018499680832099685, "brier": 0.03799074208801305, "nll": 0.06040660176682812, "confident_error_rate": 0.0, "coverage_at_5pct_error": 1.0 }, "out_of_fold": { "n": 315, "ece": 0.013612898878925516, "brier": 0.03937697895309676, "nll": 0.06225521527784288, "confident_error_rate": 0.0031746031746031746, "coverage_at_5pct_error": 1.0 }, "ece_ci95": { "raw": [ 0.01077328946933042, 0.034931159728294615 ], "out_of_fold": [ 0.0067492580757402216, 0.03106535692064003 ], "delta": [ -0.010430770740017884, 0.002236456299991558 ] }, "separated": false, "temperatures": [ 1.0, 0.8705505632961241, 0.9771599684342458, 0.8705505632961241, 1.0 ], "folds": 5, "seed": 0, "samples": 1000, "groups": 315, "unit": "source-stratified (source, group); sibling questions and variants stay together" }, "interval": { "level": 0.9, "samples": 2000, "seed": 0, "lower": 0.7405487761432822, "upper": 1.1224620483093728, "questions": 315 }, "fit_rows": [ { "rows": "e2b-v06/gate/suites/routing_generic-development/head/rows.json", "suite": "evals/d1a/routing", "split": "generic-development", "questions": 270 }, { "rows": "e2b-v06/gate/suites/routing_handlabelled-45/head/rows.json", "suite": "evals/d1a/routing", "split": "handlabelled-45", "questions": 45 } ], "training_suites": [ "evals/devtools-v1", "evals/documents-v1", "evals/hard-v1", "evals/v7/decision-v7" ], "training_partitions": [ "evals/d1a/ja-jglue:train", "evals/d1a/pr-labels:train", "evals/d1a/pr-labels:train-blast", "evals/d1a/pr-labels:train-ja", "evals/d1a/routing:factory-train", "evals/d1a/routing:generic-train" ], "same_corpus": [ "e2b-v06/gate/suites/routing_generic-development/head/rows.json: SAME CORPUS: evals/d1a/routing:generic-development is an eval partition of evals/d1a/routing, whose train partitions ['evals/d1a/routing:factory-train', 'evals/d1a/routing:generic-train'] the checkpoint trained on", "e2b-v06/gate/suites/routing_handlabelled-45/head/rows.json: SAME CORPUS: evals/d1a/routing:handlabelled-45 is an eval partition of evals/d1a/routing, whose train partitions ['evals/d1a/routing:factory-train', 'evals/d1a/routing:generic-train'] the checkpoint trained on" ], "in_distribution": { "allowed": true, "problems": [ "e2b-v06/gate/suites/routing_generic-development/head/rows.json: SAME CORPUS: evals/d1a/routing:generic-development is an eval partition of evals/d1a/routing, whose train partitions ['evals/d1a/routing:factory-train', 'evals/d1a/routing:generic-train'] the checkpoint trained on", "e2b-v06/gate/suites/routing_handlabelled-45/head/rows.json: SAME CORPUS: evals/d1a/routing:handlabelled-45 is an eval partition of evals/d1a/routing, whose train partitions ['evals/d1a/routing:factory-train', 'evals/d1a/routing:generic-train'] the checkpoint trained on", "cannot list the sources of --data data/train-e2b-v06.jsonl (outside evals/, no sidecar train-e2b-v06.jsonl.json naming its sources), training data of routing-temp-v061/stub/d1a-e2b" ] } } } } }