opensysone / source /results /20260917-fleet-progress /spark-b-refinement-startup-verified.json
andyshu's picture
Back up verified OpenSysOne training snapshot and pinned source
2d5c26a verified
Raw History Blame Contribute Delete
52.6 kB
{
"checked_utc": "2026-09-17T02:38:10.902428+00:00",
"campaign": "/home/andy/ai/opensysone/runs/20260917T023137Z-24h",
"source_commit": "4a60423c39d70f8d50472ce4f4f7fa4a4bd9fce1",
"source_status": "",
"pilot_exit_code": 0,
"verification_exit_code": 0,
"training_exit_code": null,
"campaign_exit_code": null,
"initial_512_exact": true,
"initial_predictions_sha256": "b2a477b919ef21569299b4adf3b8c6d78806659e190dee622fbf393b16d79905",
"first_updates": [
{
"step": 9,
"loss": 2.443780346084168e-06,
"gradient_norm": 0.0001523124083178118,
"seconds": 9.567195054994954,
"decisions": 4,
"branches": 14,
"actual_branch_tokens": 1407,
"padded_branch_tokens": 1407,
"peak_cuda_allocated_bytes": 16488540672,
"lr_factor": 0.09
},
{
"step": 10,
"loss": 4.83664812236384e-05,
"gradient_norm": 0.0019908652175217867,
"seconds": 8.618153823998,
"decisions": 4,
"branches": 12,
"actual_branch_tokens": 1331,
"padded_branch_tokens": 1331,
"peak_cuda_allocated_bytes": 16488540672,
"lr_factor": 0.1
},
{
"step": 11,
"loss": 2.7762499842787207,
"gradient_norm": 16.152069091796875,
"seconds": 7.425390743999742,
"decisions": 4,
"branches": 9,
"actual_branch_tokens": 1361,
"padded_branch_tokens": 1361,
"peak_cuda_allocated_bytes": 16516955648,
"lr_factor": 0.11
},
{
"step": 12,
"loss": 5.048298348242497e-05,
"gradient_norm": 0.0022558781784027815,
"seconds": 8.469508371999837,
"decisions": 4,
"branches": 11,
"actual_branch_tokens": 1533,
"padded_branch_tokens": 1533,
"peak_cuda_allocated_bytes": 16582566912,
"lr_factor": 0.12
}
],
"latest_update": {
"step": 12,
"loss": 5.048298348242497e-05,
"gradient_norm": 0.0022558781784027815,
"seconds": 8.469508371999837,
"decisions": 4,
"branches": 11,
"actual_branch_tokens": 1533,
"padded_branch_tokens": 1533,
"peak_cuda_allocated_bytes": 16582566912,
"lr_factor": 0.12
},
"correctness_initial": {
"branch_chunks_1_probability_max_abs": 0.0,
"branch_chunks_2_probability_max_abs": 3.637978807091713e-09,
"branch_chunks_4_probability_max_abs": 2.153683453798294e-09,
"question_isolation_probability_max_abs": 0.0,
"candidate_permutation_probability_max_abs": 0.0,
"repeat_probability_max_abs": 0.0,
"tolerance_probability_abs": 0.0001
},
"initial_selection": {
"metric": "crossfit_temperature_nll_v1",
"score": 0.18857624356360508,
"raw_macro_nll": 0.30707557289052434,
"accuracy": 0.935546875,
"folds": [
{
"fold": 0,
"temperature_index": 60,
"temperature": 2.39883291901949,
"training_macro_nll": 0.17825165720392558,
"heldout_ids": [
"arc:validation:ARC-Challenge:122",
"arc:validation:ARC-Challenge:126",
"arc:validation:ARC-Challenge:175",
"arc:validation:ARC-Challenge:187",
"arc:validation:ARC-Challenge:189",
"arc:validation:ARC-Challenge:192",
"arc:validation:ARC-Challenge:208",
"arc:validation:ARC-Challenge:238",
"arc:validation:ARC-Challenge:290",
"arc:validation:ARC-Challenge:293",
"arc:validation:ARC-Challenge:35",
"arc:validation:ARC-Challenge:43",
"arc:validation:ARC-Challenge:58",
"arc:validation:ARC-Challenge:7",
"arc:validation:ARC-Easy:160",
"arc:validation:ARC-Easy:201",
"arc:validation:ARC-Easy:229",
"arc:validation:ARC-Easy:238",
"arc:validation:ARC-Easy:253",
"arc:validation:ARC-Easy:259",
"arc:validation:ARC-Easy:272",
"arc:validation:ARC-Easy:298",
"arc:validation:ARC-Easy:329",
"arc:validation:ARC-Easy:331",
"arc:validation:ARC-Easy:337",
"arc:validation:ARC-Easy:362",
"arc:validation:ARC-Easy:443",
"arc:validation:ARC-Easy:500",
"arc:validation:ARC-Easy:545",
"arc:validation:ARC-Easy:68",
"arc:validation:ARC-Easy:7",
"arc:validation:ARC-Easy:74",
"banking:train:1053",
"banking:train:1594",
"banking:train:1747",
"banking:train:202",
"banking:train:2377",
"banking:train:2528",
"banking:train:2546",
"banking:train:2715",
"banking:train:3220",
"banking:train:3499",
"banking:train:3806",
"banking:train:3838",
"banking:train:3993",
"banking:train:4220",
"banking:train:5",
"banking:train:5192",
"banking:train:5394",
"banking:train:5846",
"banking:train:5863",
"banking:train:6032",
"banking:train:6508",
"banking:train:7579",
"banking:train:7600",
"banking:train:7987",
"banking:train:8155",
"banking:train:850",
"banking:train:8626",
"banking:train:8929",
"banking:train:9355",
"banking:train:9812",
"banking:train:987",
"banking:train:9972",
"boolq:validation:103",
"boolq:validation:1042",
"boolq:validation:1059",
"boolq:validation:1541",
"boolq:validation:1592",
"boolq:validation:1927",
"boolq:validation:2014",
"boolq:validation:2023",
"boolq:validation:2098",
"boolq:validation:2139",
"boolq:validation:2439",
"boolq:validation:2485",
"boolq:validation:2607",
"boolq:validation:2611",
"boolq:validation:2720",
"boolq:validation:2751",
"boolq:validation:282",
"boolq:validation:2843",
"boolq:validation:2953",
"boolq:validation:301",
"boolq:validation:3089",
"boolq:validation:313",
"boolq:validation:3201",
"boolq:validation:322",
"boolq:validation:3231",
"boolq:validation:39",
"boolq:validation:461",
"boolq:validation:558",
"boolq:validation:589",
"boolq:validation:731",
"boolq:validation:883",
"boolq:validation:915",
"snli:validation:1156",
"snli:validation:1330",
"snli:validation:1559",
"snli:validation:1735",
"snli:validation:1876",
"snli:validation:2251",
"snli:validation:2257",
"snli:validation:2377",
"snli:validation:2881",
"snli:validation:291",
"snli:validation:300",
"snli:validation:3049",
"snli:validation:3496",
"snli:validation:3871",
"snli:validation:4414",
"snli:validation:5140",
"snli:validation:5440",
"snli:validation:5806",
"snli:validation:6442",
"snli:validation:6772",
"snli:validation:6949",
"snli:validation:7228",
"snli:validation:7465",
"snli:validation:7510",
"snli:validation:7726",
"snli:validation:8095",
"snli:validation:8143",
"snli:validation:8623",
"snli:validation:8962",
"snli:validation:9451",
"snli:validation:9574",
"snli:validation:9655"
],
"heldout_group_count": 128,
"training_group_count": 384
},
{
"fold": 1,
"temperature_index": 61,
"temperature": 2.5292979964461435,
"training_macro_nll": 0.17419859454279013,
"heldout_ids": [
"arc:validation:ARC-Challenge:101",
"arc:validation:ARC-Challenge:129",
"arc:validation:ARC-Challenge:148",
"arc:validation:ARC-Challenge:156",
"arc:validation:ARC-Challenge:167",
"arc:validation:ARC-Challenge:249",
"arc:validation:ARC-Challenge:263",
"arc:validation:ARC-Challenge:266",
"arc:validation:ARC-Challenge:267",
"arc:validation:ARC-Challenge:28",
"arc:validation:ARC-Challenge:281",
"arc:validation:ARC-Challenge:57",
"arc:validation:ARC-Challenge:63",
"arc:validation:ARC-Challenge:64",
"arc:validation:ARC-Challenge:86",
"arc:validation:ARC-Challenge:99",
"arc:validation:ARC-Easy:106",
"arc:validation:ARC-Easy:151",
"arc:validation:ARC-Easy:157",
"arc:validation:ARC-Easy:166",
"arc:validation:ARC-Easy:202",
"arc:validation:ARC-Easy:219",
"arc:validation:ARC-Easy:224",
"arc:validation:ARC-Easy:322",
"arc:validation:ARC-Easy:344",
"arc:validation:ARC-Easy:382",
"arc:validation:ARC-Easy:409",
"arc:validation:ARC-Easy:455",
"arc:validation:ARC-Easy:50",
"arc:validation:ARC-Easy:538",
"arc:validation:ARC-Easy:544",
"arc:validation:ARC-Easy:552",
"banking:train:1050",
"banking:train:1131",
"banking:train:1190",
"banking:train:124",
"banking:train:137",
"banking:train:1493",
"banking:train:1498",
"banking:train:1624",
"banking:train:2614",
"banking:train:2739",
"banking:train:3055",
"banking:train:306",
"banking:train:3312",
"banking:train:3724",
"banking:train:4070",
"banking:train:476",
"banking:train:4882",
"banking:train:5075",
"banking:train:5332",
"banking:train:5445",
"banking:train:6096",
"banking:train:746",
"banking:train:7828",
"banking:train:8176",
"banking:train:8315",
"banking:train:8653",
"banking:train:9019",
"banking:train:9370",
"banking:train:9454",
"banking:train:9595",
"banking:train:9862",
"banking:train:9963",
"boolq:validation:1189",
"boolq:validation:1320",
"boolq:validation:1326",
"boolq:validation:1381",
"boolq:validation:1410",
"boolq:validation:149",
"boolq:validation:1513",
"boolq:validation:1732",
"boolq:validation:1739",
"boolq:validation:1741",
"boolq:validation:1814",
"boolq:validation:1848",
"boolq:validation:1940",
"boolq:validation:2077",
"boolq:validation:2091",
"boolq:validation:2148",
"boolq:validation:2215",
"boolq:validation:2251",
"boolq:validation:2283",
"boolq:validation:2321",
"boolq:validation:2398",
"boolq:validation:253",
"boolq:validation:2575",
"boolq:validation:2907",
"boolq:validation:2909",
"boolq:validation:2978",
"boolq:validation:359",
"boolq:validation:394",
"boolq:validation:436",
"boolq:validation:579",
"boolq:validation:807",
"boolq:validation:949",
"snli:validation:2389",
"snli:validation:2485",
"snli:validation:255",
"snli:validation:3169",
"snli:validation:333",
"snli:validation:3700",
"snli:validation:3709",
"snli:validation:4093",
"snli:validation:420",
"snli:validation:4492",
"snli:validation:4516",
"snli:validation:4648",
"snli:validation:4888",
"snli:validation:5185",
"snli:validation:5332",
"snli:validation:5947",
"snli:validation:6124",
"snli:validation:660",
"snli:validation:6619",
"snli:validation:6898",
"snli:validation:7387",
"snli:validation:7492",
"snli:validation:7544",
"snli:validation:7996",
"snli:validation:8074",
"snli:validation:8554",
"snli:validation:8971",
"snli:validation:9163",
"snli:validation:9277",
"snli:validation:9490",
"snli:validation:9595",
"snli:validation:9688"
],
"heldout_group_count": 128,
"training_group_count": 384
},
{
"fold": 2,
"temperature_index": 62,
"temperature": 2.666858664521479,
"training_macro_nll": 0.18663432029335247,
"heldout_ids": [
"arc:validation:ARC-Challenge:120",
"arc:validation:ARC-Challenge:130",
"arc:validation:ARC-Challenge:194",
"arc:validation:ARC-Challenge:218",
"arc:validation:ARC-Challenge:235",
"arc:validation:ARC-Challenge:272",
"arc:validation:ARC-Challenge:277",
"arc:validation:ARC-Challenge:48",
"arc:validation:ARC-Challenge:88",
"arc:validation:ARC-Easy:115",
"arc:validation:ARC-Easy:12",
"arc:validation:ARC-Easy:131",
"arc:validation:ARC-Easy:145",
"arc:validation:ARC-Easy:179",
"arc:validation:ARC-Easy:18",
"arc:validation:ARC-Easy:186",
"arc:validation:ARC-Easy:191",
"arc:validation:ARC-Easy:215",
"arc:validation:ARC-Easy:283",
"arc:validation:ARC-Easy:314",
"arc:validation:ARC-Easy:315",
"arc:validation:ARC-Easy:378",
"arc:validation:ARC-Easy:384",
"arc:validation:ARC-Easy:403",
"arc:validation:ARC-Easy:432",
"arc:validation:ARC-Easy:439",
"arc:validation:ARC-Easy:448",
"arc:validation:ARC-Easy:461",
"arc:validation:ARC-Easy:469",
"arc:validation:ARC-Easy:470",
"arc:validation:ARC-Easy:504",
"arc:validation:ARC-Easy:561",
"banking:train:1142",
"banking:train:148",
"banking:train:1633",
"banking:train:1927",
"banking:train:2186",
"banking:train:2251",
"banking:train:23",
"banking:train:3048",
"banking:train:3665",
"banking:train:3952",
"banking:train:3999",
"banking:train:4364",
"banking:train:4619",
"banking:train:5049",
"banking:train:5335",
"banking:train:549",
"banking:train:5957",
"banking:train:5985",
"banking:train:6132",
"banking:train:6240",
"banking:train:6488",
"banking:train:7065",
"banking:train:7749",
"banking:train:8470",
"banking:train:8761",
"banking:train:895",
"banking:train:9256",
"banking:train:9406",
"banking:train:9450",
"banking:train:9467",
"banking:train:9588",
"banking:train:9716",
"boolq:validation:1130",
"boolq:validation:1167",
"boolq:validation:124",
"boolq:validation:1255",
"boolq:validation:1256",
"boolq:validation:1373",
"boolq:validation:15",
"boolq:validation:155",
"boolq:validation:1568",
"boolq:validation:16",
"boolq:validation:1654",
"boolq:validation:1702",
"boolq:validation:1792",
"boolq:validation:1818",
"boolq:validation:210",
"boolq:validation:2247",
"boolq:validation:2259",
"boolq:validation:2362",
"boolq:validation:2443",
"boolq:validation:2524",
"boolq:validation:2553",
"boolq:validation:2623",
"boolq:validation:2660",
"boolq:validation:2669",
"boolq:validation:2679",
"boolq:validation:2832",
"boolq:validation:357",
"boolq:validation:453",
"boolq:validation:49",
"boolq:validation:808",
"boolq:validation:90",
"boolq:validation:910",
"snli:validation:1612",
"snli:validation:168",
"snli:validation:1693",
"snli:validation:2134",
"snli:validation:2248",
"snli:validation:2422",
"snli:validation:2587",
"snli:validation:3007",
"snli:validation:3097",
"snli:validation:3772",
"snli:validation:4012",
"snli:validation:4168",
"snli:validation:4537",
"snli:validation:4681",
"snli:validation:5050",
"snli:validation:5632",
"snli:validation:5761",
"snli:validation:6055",
"snli:validation:6283",
"snli:validation:6715",
"snli:validation:7117",
"snli:validation:7192",
"snli:validation:7507",
"snli:validation:7594",
"snli:validation:7924",
"snli:validation:7954",
"snli:validation:8035",
"snli:validation:8110",
"snli:validation:8995",
"snli:validation:949",
"snli:validation:9523",
"snli:validation:9589"
],
"heldout_group_count": 128,
"training_group_count": 384
},
{
"fold": 3,
"temperature_index": 62,
"temperature": 2.666858664521479,
"training_macro_nll": 0.2066205595106239,
"heldout_ids": [
"arc:validation:ARC-Challenge:117",
"arc:validation:ARC-Challenge:135",
"arc:validation:ARC-Challenge:139",
"arc:validation:ARC-Challenge:154",
"arc:validation:ARC-Challenge:174",
"arc:validation:ARC-Challenge:199",
"arc:validation:ARC-Challenge:287",
"arc:validation:ARC-Challenge:295",
"arc:validation:ARC-Challenge:4",
"arc:validation:ARC-Challenge:50",
"arc:validation:ARC-Challenge:51",
"arc:validation:ARC-Challenge:61",
"arc:validation:ARC-Easy:107",
"arc:validation:ARC-Easy:121",
"arc:validation:ARC-Easy:124",
"arc:validation:ARC-Easy:171",
"arc:validation:ARC-Easy:235",
"arc:validation:ARC-Easy:241",
"arc:validation:ARC-Easy:279",
"arc:validation:ARC-Easy:289",
"arc:validation:ARC-Easy:37",
"arc:validation:ARC-Easy:389",
"arc:validation:ARC-Easy:394",
"arc:validation:ARC-Easy:399",
"arc:validation:ARC-Easy:423",
"arc:validation:ARC-Easy:492",
"arc:validation:ARC-Easy:499",
"arc:validation:ARC-Easy:523",
"arc:validation:ARC-Easy:533",
"arc:validation:ARC-Easy:569",
"arc:validation:ARC-Easy:69",
"arc:validation:ARC-Easy:93",
"banking:train:2049",
"banking:train:2350",
"banking:train:2497",
"banking:train:2506",
"banking:train:2720",
"banking:train:2788",
"banking:train:2967",
"banking:train:3502",
"banking:train:3726",
"banking:train:4014",
"banking:train:4735",
"banking:train:4803",
"banking:train:4917",
"banking:train:5477",
"banking:train:5851",
"banking:train:6551",
"banking:train:6839",
"banking:train:6926",
"banking:train:7809",
"banking:train:8092",
"banking:train:8186",
"banking:train:8215",
"banking:train:8667",
"banking:train:8752",
"banking:train:8763",
"banking:train:8851",
"banking:train:8917",
"banking:train:9145",
"banking:train:9279",
"banking:train:9676",
"banking:train:9837",
"banking:train:9967",
"boolq:validation:106",
"boolq:validation:1065",
"boolq:validation:1097",
"boolq:validation:1336",
"boolq:validation:1350",
"boolq:validation:1383",
"boolq:validation:1458",
"boolq:validation:1641",
"boolq:validation:1873",
"boolq:validation:1930",
"boolq:validation:1989",
"boolq:validation:2103",
"boolq:validation:234",
"boolq:validation:2355",
"boolq:validation:2384",
"boolq:validation:2440",
"boolq:validation:2444",
"boolq:validation:2478",
"boolq:validation:2872",
"boolq:validation:2879",
"boolq:validation:2924",
"boolq:validation:2971",
"boolq:validation:3164",
"boolq:validation:4",
"boolq:validation:415",
"boolq:validation:419",
"boolq:validation:428",
"boolq:validation:512",
"boolq:validation:563",
"boolq:validation:643",
"boolq:validation:696",
"boolq:validation:874",
"snli:validation:1102",
"snli:validation:1240",
"snli:validation:1261",
"snli:validation:1738",
"snli:validation:1978",
"snli:validation:2563",
"snli:validation:2659",
"snli:validation:2767",
"snli:validation:2836",
"snli:validation:3232",
"snli:validation:3655",
"snli:validation:3913",
"snli:validation:405",
"snli:validation:4051",
"snli:validation:4300",
"snli:validation:4846",
"snli:validation:498",
"snli:validation:5224",
"snli:validation:5575",
"snli:validation:6598",
"snli:validation:666",
"snli:validation:6925",
"snli:validation:6964",
"snli:validation:7045",
"snli:validation:7351",
"snli:validation:7588",
"snli:validation:7723",
"snli:validation:7750",
"snli:validation:7909",
"snli:validation:8974",
"snli:validation:9385",
"snli:validation:9646"
],
"heldout_group_count": 128,
"training_group_count": 384
}
],
"per_family": {
"arc": {
"count": 128,
"score": 0.1484131277186121,
"raw_macro_nll": 0.10749165241994015,
"accuracy": 0.953125
},
"banking": {
"count": 128,
"score": 0.06336078268803602,
"raw_macro_nll": 0.09331359169251714,
"accuracy": 0.9765625
},
"boolq": {
"count": 128,
"score": 0.3118573585109014,
"raw_macro_nll": 0.628974288628438,
"accuracy": 0.890625
},
"snli": {
"count": 128,
"score": 0.23067370533687087,
"raw_macro_nll": 0.3985227588212021,
"accuracy": 0.921875
}
},
"policy": {
"id": "crossfit_temperature_nll_v1",
"folds": 4,
"seed": 431,
"grouping": "source group, nested within task family; groups shuffled within sorted families and assigned round-robin",
"temperature_grid": {
"count": 101,
"log10_min": -1.0,
"log10_max": 1.3,
"arithmetic": "Python float64"
},
"temperature_fit": "minimum macro-family NLL on the other three folds; smallest temperature wins ties",
"score": "macro-family mean of all held-out decision NLLs",
"deployment_temperature": "fit afresh on reserved calibration only after model selection"
}
},
"inherited_selection": {
"metric": "crossfit_temperature_nll_v1",
"score": 0.18864030037724333,
"raw_macro_nll": 0.30729043330681044,
"accuracy": 0.935546875,
"folds": [
{
"fold": 0,
"temperature_index": 60,
"temperature": 2.39883291901949,
"training_macro_nll": 0.17835820449058912,
"heldout_ids": [
"arc:validation:ARC-Challenge:122",
"arc:validation:ARC-Challenge:126",
"arc:validation:ARC-Challenge:175",
"arc:validation:ARC-Challenge:187",
"arc:validation:ARC-Challenge:189",
"arc:validation:ARC-Challenge:192",
"arc:validation:ARC-Challenge:208",
"arc:validation:ARC-Challenge:238",
"arc:validation:ARC-Challenge:290",
"arc:validation:ARC-Challenge:293",
"arc:validation:ARC-Challenge:35",
"arc:validation:ARC-Challenge:43",
"arc:validation:ARC-Challenge:58",
"arc:validation:ARC-Challenge:7",
"arc:validation:ARC-Easy:160",
"arc:validation:ARC-Easy:201",
"arc:validation:ARC-Easy:229",
"arc:validation:ARC-Easy:238",
"arc:validation:ARC-Easy:253",
"arc:validation:ARC-Easy:259",
"arc:validation:ARC-Easy:272",
"arc:validation:ARC-Easy:298",
"arc:validation:ARC-Easy:329",
"arc:validation:ARC-Easy:331",
"arc:validation:ARC-Easy:337",
"arc:validation:ARC-Easy:362",
"arc:validation:ARC-Easy:443",
"arc:validation:ARC-Easy:500",
"arc:validation:ARC-Easy:545",
"arc:validation:ARC-Easy:68",
"arc:validation:ARC-Easy:7",
"arc:validation:ARC-Easy:74",
"banking:train:1053",
"banking:train:1594",
"banking:train:1747",
"banking:train:202",
"banking:train:2377",
"banking:train:2528",
"banking:train:2546",
"banking:train:2715",
"banking:train:3220",
"banking:train:3499",
"banking:train:3806",
"banking:train:3838",
"banking:train:3993",
"banking:train:4220",
"banking:train:5",
"banking:train:5192",
"banking:train:5394",
"banking:train:5846",
"banking:train:5863",
"banking:train:6032",
"banking:train:6508",
"banking:train:7579",
"banking:train:7600",
"banking:train:7987",
"banking:train:8155",
"banking:train:850",
"banking:train:8626",
"banking:train:8929",
"banking:train:9355",
"banking:train:9812",
"banking:train:987",
"banking:train:9972",
"boolq:validation:103",
"boolq:validation:1042",
"boolq:validation:1059",
"boolq:validation:1541",
"boolq:validation:1592",
"boolq:validation:1927",
"boolq:validation:2014",
"boolq:validation:2023",
"boolq:validation:2098",
"boolq:validation:2139",
"boolq:validation:2439",
"boolq:validation:2485",
"boolq:validation:2607",
"boolq:validation:2611",
"boolq:validation:2720",
"boolq:validation:2751",
"boolq:validation:282",
"boolq:validation:2843",
"boolq:validation:2953",
"boolq:validation:301",
"boolq:validation:3089",
"boolq:validation:313",
"boolq:validation:3201",
"boolq:validation:322",
"boolq:validation:3231",
"boolq:validation:39",
"boolq:validation:461",
"boolq:validation:558",
"boolq:validation:589",
"boolq:validation:731",
"boolq:validation:883",
"boolq:validation:915",
"snli:validation:1156",
"snli:validation:1330",
"snli:validation:1559",
"snli:validation:1735",
"snli:validation:1876",
"snli:validation:2251",
"snli:validation:2257",
"snli:validation:2377",
"snli:validation:2881",
"snli:validation:291",
"snli:validation:300",
"snli:validation:3049",
"snli:validation:3496",
"snli:validation:3871",
"snli:validation:4414",
"snli:validation:5140",
"snli:validation:5440",
"snli:validation:5806",
"snli:validation:6442",
"snli:validation:6772",
"snli:validation:6949",
"snli:validation:7228",
"snli:validation:7465",
"snli:validation:7510",
"snli:validation:7726",
"snli:validation:8095",
"snli:validation:8143",
"snli:validation:8623",
"snli:validation:8962",
"snli:validation:9451",
"snli:validation:9574",
"snli:validation:9655"
],
"heldout_group_count": 128,
"training_group_count": 384
},
{
"fold": 1,
"temperature_index": 61,
"temperature": 2.5292979964461435,
"training_macro_nll": 0.17429139103918154,
"heldout_ids": [
"arc:validation:ARC-Challenge:101",
"arc:validation:ARC-Challenge:129",
"arc:validation:ARC-Challenge:148",
"arc:validation:ARC-Challenge:156",
"arc:validation:ARC-Challenge:167",
"arc:validation:ARC-Challenge:249",
"arc:validation:ARC-Challenge:263",
"arc:validation:ARC-Challenge:266",
"arc:validation:ARC-Challenge:267",
"arc:validation:ARC-Challenge:28",
"arc:validation:ARC-Challenge:281",
"arc:validation:ARC-Challenge:57",
"arc:validation:ARC-Challenge:63",
"arc:validation:ARC-Challenge:64",
"arc:validation:ARC-Challenge:86",
"arc:validation:ARC-Challenge:99",
"arc:validation:ARC-Easy:106",
"arc:validation:ARC-Easy:151",
"arc:validation:ARC-Easy:157",
"arc:validation:ARC-Easy:166",
"arc:validation:ARC-Easy:202",
"arc:validation:ARC-Easy:219",
"arc:validation:ARC-Easy:224",
"arc:validation:ARC-Easy:322",
"arc:validation:ARC-Easy:344",
"arc:validation:ARC-Easy:382",
"arc:validation:ARC-Easy:409",
"arc:validation:ARC-Easy:455",
"arc:validation:ARC-Easy:50",
"arc:validation:ARC-Easy:538",
"arc:validation:ARC-Easy:544",
"arc:validation:ARC-Easy:552",
"banking:train:1050",
"banking:train:1131",
"banking:train:1190",
"banking:train:124",
"banking:train:137",
"banking:train:1493",
"banking:train:1498",
"banking:train:1624",
"banking:train:2614",
"banking:train:2739",
"banking:train:3055",
"banking:train:306",
"banking:train:3312",
"banking:train:3724",
"banking:train:4070",
"banking:train:476",
"banking:train:4882",
"banking:train:5075",
"banking:train:5332",
"banking:train:5445",
"banking:train:6096",
"banking:train:746",
"banking:train:7828",
"banking:train:8176",
"banking:train:8315",
"banking:train:8653",
"banking:train:9019",
"banking:train:9370",
"banking:train:9454",
"banking:train:9595",
"banking:train:9862",
"banking:train:9963",
"boolq:validation:1189",
"boolq:validation:1320",
"boolq:validation:1326",
"boolq:validation:1381",
"boolq:validation:1410",
"boolq:validation:149",
"boolq:validation:1513",
"boolq:validation:1732",
"boolq:validation:1739",
"boolq:validation:1741",
"boolq:validation:1814",
"boolq:validation:1848",
"boolq:validation:1940",
"boolq:validation:2077",
"boolq:validation:2091",
"boolq:validation:2148",
"boolq:validation:2215",
"boolq:validation:2251",
"boolq:validation:2283",
"boolq:validation:2321",
"boolq:validation:2398",
"boolq:validation:253",
"boolq:validation:2575",
"boolq:validation:2907",
"boolq:validation:2909",
"boolq:validation:2978",
"boolq:validation:359",
"boolq:validation:394",
"boolq:validation:436",
"boolq:validation:579",
"boolq:validation:807",
"boolq:validation:949",
"snli:validation:2389",
"snli:validation:2485",
"snli:validation:255",
"snli:validation:3169",
"snli:validation:333",
"snli:validation:3700",
"snli:validation:3709",
"snli:validation:4093",
"snli:validation:420",
"snli:validation:4492",
"snli:validation:4516",
"snli:validation:4648",
"snli:validation:4888",
"snli:validation:5185",
"snli:validation:5332",
"snli:validation:5947",
"snli:validation:6124",
"snli:validation:660",
"snli:validation:6619",
"snli:validation:6898",
"snli:validation:7387",
"snli:validation:7492",
"snli:validation:7544",
"snli:validation:7996",
"snli:validation:8074",
"snli:validation:8554",
"snli:validation:8971",
"snli:validation:9163",
"snli:validation:9277",
"snli:validation:9490",
"snli:validation:9595",
"snli:validation:9688"
],
"heldout_group_count": 128,
"training_group_count": 384
},
{
"fold": 2,
"temperature_index": 62,
"temperature": 2.666858664521479,
"training_macro_nll": 0.18674345787632526,
"heldout_ids": [
"arc:validation:ARC-Challenge:120",
"arc:validation:ARC-Challenge:130",
"arc:validation:ARC-Challenge:194",
"arc:validation:ARC-Challenge:218",
"arc:validation:ARC-Challenge:235",
"arc:validation:ARC-Challenge:272",
"arc:validation:ARC-Challenge:277",
"arc:validation:ARC-Challenge:48",
"arc:validation:ARC-Challenge:88",
"arc:validation:ARC-Easy:115",
"arc:validation:ARC-Easy:12",
"arc:validation:ARC-Easy:131",
"arc:validation:ARC-Easy:145",
"arc:validation:ARC-Easy:179",
"arc:validation:ARC-Easy:18",
"arc:validation:ARC-Easy:186",
"arc:validation:ARC-Easy:191",
"arc:validation:ARC-Easy:215",
"arc:validation:ARC-Easy:283",
"arc:validation:ARC-Easy:314",
"arc:validation:ARC-Easy:315",
"arc:validation:ARC-Easy:378",
"arc:validation:ARC-Easy:384",
"arc:validation:ARC-Easy:403",
"arc:validation:ARC-Easy:432",
"arc:validation:ARC-Easy:439",
"arc:validation:ARC-Easy:448",
"arc:validation:ARC-Easy:461",
"arc:validation:ARC-Easy:469",
"arc:validation:ARC-Easy:470",
"arc:validation:ARC-Easy:504",
"arc:validation:ARC-Easy:561",
"banking:train:1142",
"banking:train:148",
"banking:train:1633",
"banking:train:1927",
"banking:train:2186",
"banking:train:2251",
"banking:train:23",
"banking:train:3048",
"banking:train:3665",
"banking:train:3952",
"banking:train:3999",
"banking:train:4364",
"banking:train:4619",
"banking:train:5049",
"banking:train:5335",
"banking:train:549",
"banking:train:5957",
"banking:train:5985",
"banking:train:6132",
"banking:train:6240",
"banking:train:6488",
"banking:train:7065",
"banking:train:7749",
"banking:train:8470",
"banking:train:8761",
"banking:train:895",
"banking:train:9256",
"banking:train:9406",
"banking:train:9450",
"banking:train:9467",
"banking:train:9588",
"banking:train:9716",
"boolq:validation:1130",
"boolq:validation:1167",
"boolq:validation:124",
"boolq:validation:1255",
"boolq:validation:1256",
"boolq:validation:1373",
"boolq:validation:15",
"boolq:validation:155",
"boolq:validation:1568",
"boolq:validation:16",
"boolq:validation:1654",
"boolq:validation:1702",
"boolq:validation:1792",
"boolq:validation:1818",
"boolq:validation:210",
"boolq:validation:2247",
"boolq:validation:2259",
"boolq:validation:2362",
"boolq:validation:2443",
"boolq:validation:2524",
"boolq:validation:2553",
"boolq:validation:2623",
"boolq:validation:2660",
"boolq:validation:2669",
"boolq:validation:2679",
"boolq:validation:2832",
"boolq:validation:357",
"boolq:validation:453",
"boolq:validation:49",
"boolq:validation:808",
"boolq:validation:90",
"boolq:validation:910",
"snli:validation:1612",
"snli:validation:168",
"snli:validation:1693",
"snli:validation:2134",
"snli:validation:2248",
"snli:validation:2422",
"snli:validation:2587",
"snli:validation:3007",
"snli:validation:3097",
"snli:validation:3772",
"snli:validation:4012",
"snli:validation:4168",
"snli:validation:4537",
"snli:validation:4681",
"snli:validation:5050",
"snli:validation:5632",
"snli:validation:5761",
"snli:validation:6055",
"snli:validation:6283",
"snli:validation:6715",
"snli:validation:7117",
"snli:validation:7192",
"snli:validation:7507",
"snli:validation:7594",
"snli:validation:7924",
"snli:validation:7954",
"snli:validation:8035",
"snli:validation:8110",
"snli:validation:8995",
"snli:validation:949",
"snli:validation:9523",
"snli:validation:9589"
],
"heldout_group_count": 128,
"training_group_count": 384
},
{
"fold": 3,
"temperature_index": 62,
"temperature": 2.666858664521479,
"training_macro_nll": 0.20658826149875223,
"heldout_ids": [
"arc:validation:ARC-Challenge:117",
"arc:validation:ARC-Challenge:135",
"arc:validation:ARC-Challenge:139",
"arc:validation:ARC-Challenge:154",
"arc:validation:ARC-Challenge:174",
"arc:validation:ARC-Challenge:199",
"arc:validation:ARC-Challenge:287",
"arc:validation:ARC-Challenge:295",
"arc:validation:ARC-Challenge:4",
"arc:validation:ARC-Challenge:50",
"arc:validation:ARC-Challenge:51",
"arc:validation:ARC-Challenge:61",
"arc:validation:ARC-Easy:107",
"arc:validation:ARC-Easy:121",
"arc:validation:ARC-Easy:124",
"arc:validation:ARC-Easy:171",
"arc:validation:ARC-Easy:235",
"arc:validation:ARC-Easy:241",
"arc:validation:ARC-Easy:279",
"arc:validation:ARC-Easy:289",
"arc:validation:ARC-Easy:37",
"arc:validation:ARC-Easy:389",
"arc:validation:ARC-Easy:394",
"arc:validation:ARC-Easy:399",
"arc:validation:ARC-Easy:423",
"arc:validation:ARC-Easy:492",
"arc:validation:ARC-Easy:499",
"arc:validation:ARC-Easy:523",
"arc:validation:ARC-Easy:533",
"arc:validation:ARC-Easy:569",
"arc:validation:ARC-Easy:69",
"arc:validation:ARC-Easy:93",
"banking:train:2049",
"banking:train:2350",
"banking:train:2497",
"banking:train:2506",
"banking:train:2720",
"banking:train:2788",
"banking:train:2967",
"banking:train:3502",
"banking:train:3726",
"banking:train:4014",
"banking:train:4735",
"banking:train:4803",
"banking:train:4917",
"banking:train:5477",
"banking:train:5851",
"banking:train:6551",
"banking:train:6839",
"banking:train:6926",
"banking:train:7809",
"banking:train:8092",
"banking:train:8186",
"banking:train:8215",
"banking:train:8667",
"banking:train:8752",
"banking:train:8763",
"banking:train:8851",
"banking:train:8917",
"banking:train:9145",
"banking:train:9279",
"banking:train:9676",
"banking:train:9837",
"banking:train:9967",
"boolq:validation:106",
"boolq:validation:1065",
"boolq:validation:1097",
"boolq:validation:1336",
"boolq:validation:1350",
"boolq:validation:1383",
"boolq:validation:1458",
"boolq:validation:1641",
"boolq:validation:1873",
"boolq:validation:1930",
"boolq:validation:1989",
"boolq:validation:2103",
"boolq:validation:234",
"boolq:validation:2355",
"boolq:validation:2384",
"boolq:validation:2440",
"boolq:validation:2444",
"boolq:validation:2478",
"boolq:validation:2872",
"boolq:validation:2879",
"boolq:validation:2924",
"boolq:validation:2971",
"boolq:validation:3164",
"boolq:validation:4",
"boolq:validation:415",
"boolq:validation:419",
"boolq:validation:428",
"boolq:validation:512",
"boolq:validation:563",
"boolq:validation:643",
"boolq:validation:696",
"boolq:validation:874",
"snli:validation:1102",
"snli:validation:1240",
"snli:validation:1261",
"snli:validation:1738",
"snli:validation:1978",
"snli:validation:2563",
"snli:validation:2659",
"snli:validation:2767",
"snli:validation:2836",
"snli:validation:3232",
"snli:validation:3655",
"snli:validation:3913",
"snli:validation:405",
"snli:validation:4051",
"snli:validation:4300",
"snli:validation:4846",
"snli:validation:498",
"snli:validation:5224",
"snli:validation:5575",
"snli:validation:6598",
"snli:validation:666",
"snli:validation:6925",
"snli:validation:6964",
"snli:validation:7045",
"snli:validation:7351",
"snli:validation:7588",
"snli:validation:7723",
"snli:validation:7750",
"snli:validation:7909",
"snli:validation:8974",
"snli:validation:9385",
"snli:validation:9646"
],
"heldout_group_count": 128,
"training_group_count": 384
}
],
"per_family": {
"arc": {
"count": 128,
"score": 0.14837152412562352,
"raw_macro_nll": 0.10747530600586384,
"accuracy": 0.953125
},
"banking": {
"count": 128,
"score": 0.06337688481028368,
"raw_macro_nll": 0.09334830709159572,
"accuracy": 0.9765625
},
"boolq": {
"count": 128,
"score": 0.3119620718470344,
"raw_macro_nll": 0.6294207016878283,
"accuracy": 0.890625
},
"snli": {
"count": 128,
"score": 0.23085072072603174,
"raw_macro_nll": 0.3989174184419539,
"accuracy": 0.921875
}
},
"policy": {
"id": "crossfit_temperature_nll_v1",
"folds": 4,
"seed": 431,
"grouping": "source group, nested within task family; groups shuffled within sorted families and assigned round-robin",
"temperature_grid": {
"count": 101,
"log10_min": -1.0,
"log10_max": 1.3,
"arithmetic": "Python float64"
},
"temperature_fit": "minimum macro-family NLL on the other three folds; smallest temperature wins ties",
"score": "macro-family mean of all held-out decision NLLs",
"deployment_temperature": "fit afresh on reserved calibration only after model selection"
}
},
"plan": {
"resume_checkpoint": "/home/andy/ai/opensysone/runs/20260917T021605Z-train/artifacts/checkpoint.pt",
"resume_sha256": "ece94b096b7fa37eec9e180a5f652da86a9f4f42d49f7f124850f046915237a8",
"final_deadline": "2026-09-17T18:16:10+00:00",
"eval_reserve_seconds": 7200,
"evaluation_estimate": {
"pilot_validation_decisions": 512,
"pilot_validation_seconds": 317.40339064598083,
"evaluation_decisions": 6640,
"estimated_prediction_seconds": 4116.325222440064
},
"port": 18081,
"training_deadline": "2026-09-17T16:00:00+00:00",
"train_only": true,
"selection_metric": "crossfit_temperature_nll_v1",
"inference_max_tokens": 1024,
"created_utc": "2026-09-17T02:31:37.778693+00:00",
"source_commit": "4a60423c39d70f8d50472ce4f4f7fa4a4bd9fce1"
},
"state": {
"supervisor_pid": 483974,
"campaign": "/home/andy/ai/opensysone/runs/20260917T023137Z-24h",
"stage": "training",
"status": "running",
"source_commit": "4a60423c39d70f8d50472ce4f4f7fa4a4bd9fce1",
"child_pid": 484001,
"child_command": [
"/home/andy/ai/envs/opensysone/bin/python",
"/home/andy/projects/opensysone/experiment.py",
"train",
"--output",
"/home/andy/ai/opensysone/runs/20260917T023137Z-24h/training",
"--resume",
"/home/andy/ai/opensysone/runs/20260917T021605Z-train/artifacts/checkpoint.pt",
"--deadline",
"2026-09-17T16:00:00+00:00",
"--model",
"/home/andy/ai/models/opensysone/Qwen3-4B-Instruct-2507-cdbee75f",
"--dataset",
"/home/andy/ai/opensysone/data/public-decisions-v1-20260916",
"--epochs",
"3",
"--rank",
"8",
"--alpha",
"16.0",
"--lr",
"1e-05",
"--head-lr",
"1e-05",
"--seed",
"432",
"--effective-batch",
"4",
"--branch-batch-size",
"1",
"--max-tokens",
"512",
"--save-steps",
"250",
"--save-seconds",
"900",
"--eval-steps",
"500",
"--validation-per-family",
"128",
"--patience",
"8",
"--schedule-steps",
"5000",
"--selection-metric",
"crossfit_temperature_nll_v1",
"--two-pass"
],
"stage_started_utc": "2026-09-17T02:31:38.483925+00:00",
"heartbeat_utc": "2026-09-17T02:38:08.559650+00:00"
},
"processes": {
"supervisor_pid": {
"pid": 483974,
"command": [
"/home/andy/ai/envs/opensysone/bin/python",
"/home/andy/projects/opensysone/scripts/launch_24h.py",
"--campaign",
"/home/andy/ai/opensysone/runs/20260917T023137Z-24h"
],
"oom_score_adj": "0"
},
"child_pid": {
"pid": 484001,
"command": [
"/home/andy/ai/envs/opensysone/bin/python",
"/home/andy/projects/opensysone/experiment.py",
"train",
"--output",
"/home/andy/ai/opensysone/runs/20260917T023137Z-24h/training",
"--resume",
"/home/andy/ai/opensysone/runs/20260917T021605Z-train/artifacts/checkpoint.pt",
"--deadline",
"2026-09-17T16:00:00+00:00",
"--model",
"/home/andy/ai/models/opensysone/Qwen3-4B-Instruct-2507-cdbee75f",
"--dataset",
"/home/andy/ai/opensysone/data/public-decisions-v1-20260916",
"--epochs",
"3",
"--rank",
"8",
"--alpha",
"16.0",
"--lr",
"1e-05",
"--head-lr",
"1e-05",
"--seed",
"432",
"--effective-batch",
"4",
"--branch-batch-size",
"1",
"--max-tokens",
"512",
"--save-steps",
"250",
"--save-seconds",
"900",
"--eval-steps",
"500",
"--validation-per-family",
"128",
"--patience",
"8",
"--schedule-steps",
"5000",
"--selection-metric",
"crossfit_temperature_nll_v1",
"--two-pass"
],
"oom_score_adj": "0"
}
},
"resume_proof": {
"checked_utc": "2026-09-17T02:32:09.829023+00:00",
"campaign": "/home/andy/ai/opensysone/runs/20260917T023137Z-24h",
"pilot": "/home/andy/ai/opensysone/runs/20260917T021605Z-train/artifacts",
"step": 8,
"exact_restoration": {
"trainable_state": true,
"optimizer": true,
"random_state": true,
"torch_rng": true,
"cuda_rng": true,
"model_provenance": true,
"data_signature": true
},
"config_preserved": {
"rank": 8,
"alpha": 16.0,
"adapters": true,
"max_tokens": 512,
"branch_batch_size": 1,
"seed": 432,
"effective_batch": 4,
"lr": 1e-05,
"head_lr": 1e-05,
"schedule_steps": 5000,
"epochs": 3,
"validation_per_family": 128,
"two_pass": true,
"selection_metric": "crossfit_temperature_nll_v1"
},
"processes": {
"supervisor_pid": {
"pid": 483974,
"command": [
"/home/andy/ai/envs/opensysone/bin/python",
"/home/andy/projects/opensysone/scripts/launch_24h.py",
"--campaign",
"/home/andy/ai/opensysone/runs/20260917T023137Z-24h"
],
"oom_score_adj": "0"
},
"child_pid": {
"pid": 484001,
"command": [
"/home/andy/ai/envs/opensysone/bin/python",
"/home/andy/projects/opensysone/experiment.py",
"train",
"--output",
"/home/andy/ai/opensysone/runs/20260917T023137Z-24h/training",
"--resume",
"/home/andy/ai/opensysone/runs/20260917T021605Z-train/artifacts/checkpoint.pt",
"--deadline",
"2026-09-17T16:00:00+00:00",
"--model",
"/home/andy/ai/models/opensysone/Qwen3-4B-Instruct-2507-cdbee75f",
"--dataset",
"/home/andy/ai/opensysone/data/public-decisions-v1-20260916",
"--epochs",
"3",
"--rank",
"8",
"--alpha",
"16.0",
"--lr",
"1e-05",
"--head-lr",
"1e-05",
"--seed",
"432",
"--effective-batch",
"4",
"--branch-batch-size",
"1",
"--max-tokens",
"512",
"--save-steps",
"250",
"--save-seconds",
"900",
"--eval-steps",
"500",
"--validation-per-family",
"128",
"--patience",
"8",
"--schedule-steps",
"5000",
"--selection-metric",
"crossfit_temperature_nll_v1",
"--two-pass"
],
"oom_score_adj": "0"
}
},
"pilot_checkpoint_sha256": "ece94b096b7fa37eec9e180a5f652da86a9f4f42d49f7f124850f046915237a8",
"pilot_step8_predictions_sha256": "b2a477b919ef21569299b4adf3b8c6d78806659e190dee622fbf393b16d79905",
"campaign_initialization": {
"kind": "resume",
"parent_checkpoint": "/home/andy/ai/opensysone/runs/20260917T021605Z-train/artifacts/checkpoint.pt",
"parent_checkpoint_sha256": "ece94b096b7fa37eec9e180a5f652da86a9f4f42d49f7f124850f046915237a8",
"restores_optimizer": true,
"restores_rng": true,
"parent_step": 8,
"parent_source_commit": "4a60423c39d70f8d50472ce4f4f7fa4a4bd9fce1",
"parent_initialization": {
"kind": "warm_start",
"parent_checkpoint": "/home/andy/ai/opensysone/runs/20260917T021254Z-refinement-parent/best.pt",
"parent_checkpoint_sha256": "8956eb6c0cfbb02124aeefd99c3b418c55f55fdb9a64260350622d98dbba1aec",
"restores_optimizer": false,
"restores_rng": false,
"parent_step": 2500,
"parent_source_commit": "4a60423c39d70f8d50472ce4f4f7fa4a4bd9fce1"
},
"selection_policy_change": {
"from": "crossfit_temperature_nll_v1",
"to": "crossfit_temperature_nll_v1",
"optimizer_and_rng_unchanged": true
}
},
"optimizer_step_values": [
8.0
],
"source_commit": "4a60423c39d70f8d50472ce4f4f7fa4a4bd9fce1"
},
"scope": "Startup/validation proof only; no reserved calibration/test/holdout predictions accessed."
}