Download evaluation/benchmarks/training-validation.json from murabcd/fev-4b: direct link, hf CLI and curl.
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- Download file 5.78 kB
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https://huggingface.co/murabcd/fev-4b/resolve/main/evaluation/benchmarks/training-validation.json
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hf download hf://murabcd/fev-4b/evaluation/benchmarks/training-validation.json
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curl -L -o training-validation.json https://huggingface.co/murabcd/fev-4b/resolve/main/evaluation/benchmarks/training-validation.json
5.78 kB
| { | |
| "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" | |
| ] | |
| } | |