fev-4b / evaluation /benchmarks /training-validation.json
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feat: add compiled serving shared training and benchmarks
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{
"purpose": "Mechanics-only smoke validation, not improved released weights or generalization",
"adopted": false,
"training": {
"steps": 6,
"seed": 42,
"learningRate": 2e-05,
"trainRecords": 28,
"trainDomains": [
"garden",
"library",
"museum",
"workshop"
],
"changedAdapterTensors": 240,
"backboneAndReadoutFrozen": true,
"seconds": 53.129103966
},
"developmentBefore": {
"questions": 12,
"answered": 12,
"errors": 0,
"correct": 12,
"accuracyAllQuestions": 1.0,
"brierAnswered": 0.0010257946398990957,
"nllAnswered": 0.024988250780074998,
"ece10Answered": 0.024658157503599232,
"confidentWrongAt09": 0,
"coverageByFixedThreshold": [
{
"threshold": 0.5,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.7,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.8,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.9,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.95,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.99,
"accepted": 0,
"coverage": 0.0,
"errorRate": null
}
],
"coverageInterpretation": "Observed on this dataset; not a future error guarantee. Thresholds not tuned here."
},
"developmentAfter": {
"questions": 12,
"answered": 12,
"errors": 0,
"correct": 12,
"accuracyAllQuestions": 1.0,
"brierAnswered": 3.058330986685694e-05,
"nllAnswered": 0.004121613352848992,
"ece10Answered": 0.0041117529524682395,
"confidentWrongAt09": 0,
"coverageByFixedThreshold": [
{
"threshold": 0.5,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.7,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.8,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.9,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.95,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.99,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
}
],
"coverageInterpretation": "Observed on this dataset; not a future error guarantee. Thresholds not tuned here."
},
"reload": {
"complete": true,
"adopted": false,
"priorStrictGateFailed": true,
"all240AdapterTensorsBitExact": true,
"freshRepeat": {
"maxProbabilityDelta": 0.0,
"sameAllTopOptions": true,
"questions": 12
},
"crossProcessReload": {
"maxProbabilityDelta": 0.0,
"sameAllTopOptions": true,
"questions": 12
},
"originalStrictTolerancePassed": true,
"calibrationAndTestPassed": true,
"seconds": 196.0350929440001
},
"initialStrictReloadFailure": {
"maxProbabilityDelta": 0.00048164095202640755,
"tolerance": 1e-05,
"failed": true,
"interpretation": "Observed after compiled/HTTP work in the original process. Cause was not isolated. Preserved rather than erased by the successful fresh-process control."
},
"calibration": {
"records": 4,
"factor": 0.1353352832366127,
"factorBounds": [
0.1353352832366127,
7.38905609893065
],
"beforeNll": 0.003907485844979199,
"afterNll": 0.0,
"interpretation": "In-sample calibration fit; independent test needed before adoption",
"lowerBoundSelected": true
},
"toyTest": {
"questions": 12,
"answered": 12,
"errors": 0,
"correct": 12,
"accuracyAllQuestions": 1.0,
"brierAnswered": 3.9934072114968966e-38,
"nllAnswered": 0.0,
"ece10Answered": 0.0,
"confidentWrongAt09": 0,
"coverageByFixedThreshold": [
{
"threshold": 0.5,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.7,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.8,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.9,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.95,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
},
{
"threshold": 0.99,
"accepted": 12,
"coverage": 1.0,
"errorRate": 0.0
}
],
"coverageInterpretation": "Observed on this dataset; not a future error guarantee. Thresholds not tuned here."
},
"inputHashes": {
"train.jsonl": "cef745ddee9bf2e1d8f3639660441505bfb5aacf2c5cf9de5261a17ac1ba0bb5",
"development.jsonl": "c7da14026dbfd87b5dac9040c7b6ed33d3007b620aab018dc9c25ca5ce6d9059",
"calibration.jsonl": "b951c82c4263d6b0ec058b704f1d3d616ae85f483dc3d6dfdad49bed61c7481c",
"test.jsonl": "00baffcf3d9114d585294dd0955724ad9aff04475d3e9105584c9f1bbfbfbc8a"
},
"limitations": [
"Authored toy templates recur across partitions; this is not an independent cross-domain generalization test",
"Development was already 12/12 correct before training",
"Calibration chose its lower search bound on a tiny all-correct sample; this is not evidence of deployment calibration",
"No trained overlay or fitted temperature is adopted or included in the release"
]
}