Download evaluation/summary.json from murabcd/fev-4b: direct link, hf CLI and curl.
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https://huggingface.co/murabcd/fev-4b/resolve/main/evaluation/summary.json
- Command line
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hf download hf://murabcd/fev-4b/evaluation/summary.json
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curl -L -o summary.json https://huggingface.co/murabcd/fev-4b/resolve/main/evaluation/summary.json
3.6 kB
| { | |
| "model": "Fev-4B", | |
| "version": "0.1.0", | |
| "evidence": "Already-consumed synthetic and source-derived development cases; not a fresh human-gold or production benchmark.", | |
| "summary": { | |
| "correctAutomaticRoute": 258, | |
| "wrongAutomaticRoute": 4, | |
| "correctClarification": 35, | |
| "unnecessaryClarification": 6, | |
| "count": 303, | |
| "correct": 293, | |
| "agreementPercent": 96.6996699669967, | |
| "automaticRoutes": 262, | |
| "precisionAmongAutomaticPercent": 98.47328244274809 | |
| }, | |
| "groups": { | |
| "earlier": { | |
| "correctAutomaticRoute": 49, | |
| "wrongAutomaticRoute": 0, | |
| "correctClarification": 13, | |
| "unnecessaryClarification": 2, | |
| "count": 64, | |
| "correct": 62, | |
| "agreementPercent": 96.875, | |
| "automaticRoutes": 49, | |
| "precisionAmongAutomaticPercent": 100.0 | |
| }, | |
| "taxonomy": { | |
| "correctAutomaticRoute": 54, | |
| "wrongAutomaticRoute": 0, | |
| "correctClarification": 0, | |
| "unnecessaryClarification": 1, | |
| "count": 55, | |
| "correct": 54, | |
| "agreementPercent": 98.18181818181819, | |
| "automaticRoutes": 54, | |
| "precisionAmongAutomaticPercent": 100.0 | |
| }, | |
| "boundary": { | |
| "correctAutomaticRoute": 45, | |
| "wrongAutomaticRoute": 4, | |
| "correctClarification": 2, | |
| "unnecessaryClarification": 1, | |
| "count": 52, | |
| "correct": 47, | |
| "agreementPercent": 90.38461538461539, | |
| "automaticRoutes": 49, | |
| "precisionAmongAutomaticPercent": 91.83673469387755 | |
| }, | |
| "generic": { | |
| "correctAutomaticRoute": 78, | |
| "wrongAutomaticRoute": 0, | |
| "correctClarification": 20, | |
| "unnecessaryClarification": 2, | |
| "count": 100, | |
| "correct": 98, | |
| "agreementPercent": 98.0, | |
| "automaticRoutes": 78, | |
| "precisionAmongAutomaticPercent": 100.0 | |
| }, | |
| "instructionSwitch": { | |
| "correctAutomaticRoute": 32, | |
| "wrongAutomaticRoute": 0, | |
| "correctClarification": 0, | |
| "unnecessaryClarification": 0, | |
| "count": 32, | |
| "correct": 32, | |
| "agreementPercent": 100.0, | |
| "automaticRoutes": 32, | |
| "precisionAmongAutomaticPercent": 100.0 | |
| } | |
| }, | |
| "nonDisputed": { | |
| "correctAutomaticRoute": 258, | |
| "wrongAutomaticRoute": 0, | |
| "correctClarification": 35, | |
| "unnecessaryClarification": 5, | |
| "count": 298, | |
| "correct": 293, | |
| "agreementPercent": 98.32214765100672, | |
| "automaticRoutes": 258, | |
| "precisionAmongAutomaticPercent": 100.0 | |
| }, | |
| "disputed": { | |
| "correctAutomaticRoute": 0, | |
| "wrongAutomaticRoute": 4, | |
| "correctClarification": 0, | |
| "unnecessaryClarification": 1, | |
| "count": 5, | |
| "correct": 0, | |
| "agreementPercent": 0.0, | |
| "automaticRoutes": 4, | |
| "precisionAmongAutomaticPercent": 0.0 | |
| }, | |
| "latency": { | |
| "medianMs": 613.3919660001084, | |
| "p95Ms": 2442.3711829999775, | |
| "firstCaseMs": 50591.25829099992, | |
| "warmMedianMs": 607.4848055000075, | |
| "totalInferenceSeconds": 480.76598678200116, | |
| "meaning": "Sequential native primary plus optional applicability on one A10G; excludes queue/model load/network. Not production capacity." | |
| }, | |
| "resource": { | |
| "routingCount": 303, | |
| "repeatCount": 8, | |
| "allParametersUnchanged": true, | |
| "trainingPerformed": false, | |
| "peakAllocatedBytes": 10014128640, | |
| "peakReservedBytes": 10445914112, | |
| "gpu": "NVIDIA A10G", | |
| "torch": "2.14.0+cu130", | |
| "transformers": "5.17.0" | |
| }, | |
| "routeOrderPairsConsistent": 48, | |
| "routeOrderPairCount": 48, | |
| "policyPairsBothCorrect": 16, | |
| "policyPairCount": 16, | |
| "referenceLabelsIndependentlyHumanVerified": false, | |
| "freshValidationRead": false, | |
| "productionReplacementQualified": false | |
| } | |