d1a-e4b-it / d1a_config.json
JohnP1's picture
D1A-E4B-it v0.6
2a87cbb verified
Raw History Blame Contribute Delete
8.47 kB
{
"format": "d1a-torch",
"format_version": 1,
"base": "google/gemma-4-E4B-it",
"base_revision": "ee0ef6023621cff504d758262d4e04895a5af4a2",
"lora": 16,
"head_dim": 256,
"option_isolation": false,
"special_embeddings": false,
"weights_dtype": "bf16",
"temperature": 1.5511447618337346,
"holdout": [],
"weights": "lora",
"head": "head.safetensors",
"extra": {
"args": {
"base": "google/gemma-4-E4B-it",
"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": "mps",
"batch": 2,
"dtype": "fp32",
"weights_dtype": "bf16",
"checkpointing": 1,
"head_dim": 256,
"lora_targets": "all",
"base_revision": "ee0ef6023621cff504d758262d4e04895a5af4a2",
"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": "stage2",
"data": "data/train-e2b-v06.jsonl",
"max_state": 5120,
"extra_suites": "",
"replay": 0,
"init_from": "stage1",
"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": "stage1",
"resolved": "stage1",
"weights_sha256": "bd217060dca2d0ef7d07a103e2bb0c8a4a505502b315b91194a3caa38ba533cd",
"head_sha256": "e9f13355196677f3bea172ffe26d17bbe4276098f08afaf28db317341b39bd14",
"tensors": 516
},
"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": 0.05657225201118034,
"brier": 0.25128312367981526,
"nll": 0.5044515701034964,
"confident_error_rate": 0.03524229074889868,
"coverage_at_5pct_error": 0.6680302076777848
},
"out_of_fold": {
"n": 3178,
"ece": 0.015396958922541597,
"brier": 0.24360429314644466,
"nll": 0.45865013254985726,
"confident_error_rate": 0.016047828823159218,
"coverage_at_5pct_error": 0.6626809314033983
},
"ece_ci95": {
"raw": [
0.04573724463444184,
0.06868531603386199
],
"out_of_fold": [
0.010910223636218403,
0.02979139359871167
],
"delta": [
-0.05198077099251131,
-0.02258946367482048
]
},
"separated": true,
"temperatures": [
1.5511447618337346,
1.5511447618337346,
1.5157165665103978,
1.5874010519681994,
1.5511447618337346
],
"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": 1.4810975522865641,
"upper": 1.6245047927124707,
"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 training source pr-labels:fresh-fit (no suite or partition of this checkout), training data of stage2"
]
}
},
"use_case_temperatures": {},
"use_case_temperature_fits": {
"routing": {
"rows": [
"rt-gen/rows.json",
"rt-hand/rows.json"
],
"n": 315,
"method": "min micro mean NLL over a 121-point log grid 0.25..4",
"cross_validation": {
"raw": {
"n": 315,
"ece": 0.014988591883350024,
"brier": 0.02933234182471159,
"nll": 0.04260048719028577,
"confident_error_rate": 0.0031746031746031746,
"coverage_at_5pct_error": 1.0
},
"out_of_fold": {
"n": 315,
"ece": 0.012868974641462564,
"brier": 0.027818845682320778,
"nll": 0.04164313674943866,
"confident_error_rate": 0.0031746031746031746,
"coverage_at_5pct_error": 1.0
},
"ece_ci95": {
"raw": [
0.007028569881564169,
0.03002489671354236
],
"out_of_fold": [
0.006437557142966775,
0.02839721383944503
],
"delta": [
-0.005527160442421324,
0.002748606576340939
]
},
"separated": false,
"temperatures": [
1.2599210498948732,
1.1755479062836087,
1.148698354997035,
1.2030250360821164,
1.2030250360821164
],
"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": 0.9117224885582169,
"upper": 1.381912879967776,
"questions": 315
},
"fit_rows": [
{
"rows": "rt-gen/rows.json",
"suite": "evals/d1a/routing",
"split": "generic-development",
"questions": 270
},
{
"rows": "rt-hand/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": [
"rt-gen/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",
"rt-hand/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": [
"rt-gen/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",
"rt-hand/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 training source pr-labels:fresh-fit (no suite or partition of this checkout), training data of stage2"
]
}
}
}
}
}