d1a-e2b / d1a_config.json
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v0.6.1: routing temperature (use_case_temperatures.routing), same weights as v0.6 (jonpol01/d1a#264)
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{
"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"
]
}
}
}
}
}