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murabcd
/
fev-4b

Text Classification
Safetensors
Russian
fev
decision-model
routing
qwen3.5
lora
custom-code
Model card Files
xet
 Community
fev-4b
File size: 2,579 Bytes
18ab9ad
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "model": "Fev-4B",
  "version": "0.2.0",
  "testedRepo": "murabcd/fev-4b",
  "testedCommit": "f8431012284358cafe574e9680369676baba9caf",
  "complete": true,
  "purpose": "Typed API packaging/integration smoke; not fresh quality evidence",
  "fullPackageHashVerification": {
    "model": "Fev-4B",
    "version": "0.2.0",
    "verifiedFiles": 59,
    "totalBytes": 9141746564
  },
  "typedQuestionKinds": [
    "choice",
    "noul",
    "score"
  ],
  "realTypeSafeSdk": "0.7.5",
  "httpPlainAndZstdPassed": true,
  "typedForwardPasses": [
    1,
    1
  ],
  "zeroGeneratedTokens": true,
  "sameInputRepeatPassed": true,
  "typedAnswers": {
    "topic": {
      "type": "choice",
      "choice": "billing",
      "confidence": 0.9633823340627203,
      "probabilities": {
        "billing": 0.9816911670313602,
        "delivery": 0.018308832968639836
      }
    },
    "refund": {
      "type": "noul",
      "noul": 0.9754031969264387
    },
    "urgency": {
      "type": "score",
      "score": 1.0283379554748535,
      "confidence": 0.5758446753025055,
      "legend": {
        "0": "Можно подождать",
        "1": "Нужно решить в ближайшее время",
        "2": "Нужна немедленная помощь"
      },
      "probabilities": {
        "0": 0.1272161304950714,
        "1": 0.7172297835350037,
        "2": 0.15555408596992493
      }
    }
  },
  "routingControlMatches": true,
  "routingSameJobBeforeAfterPassed": true,
  "routingSameJobBeforeAfterMaxDelta": 0.0,
  "historicalDifferencesAreDescriptiveOnly": true,
  "routingHistoricalMaxDelta": 0.0,
  "offlineExternalNetworkGuard": true,
  "publicUnauthenticatedDownload": true,
  "gpu": "NVIDIA A10G",
  "torch": "2.14.0+cu130",
  "peakAllocatedBytes": 9565292544,
  "peakReservedBytes": 9577693184,
  "elapsedSeconds": 139.68614985900058,
  "trainingPerformed": false,
  "weightsModified": false,
  "initialSmokeGateCorrection": {
    "jobId": "6adc8bec1e112550ce7dee64",
    "status": "failed_historical_probability_gate",
    "reason": "Exact numerical comparison was incorrectly applied across historical GPU runs; no historical delta was saved. Replaced with same-job before/after comparison. No weights or inference code changed."
  },
  "jobUrl": "https://huggingface.co/jobs/murabcd/6adc8d5e046eb82b1ecdbe38",
  "computeCapUsd": 0.14,
  "localTests": {
    "protocolTests": 10,
    "allPassed": true,
    "realSdkWithFakeModel": true,
    "savedRoutingReplayCases": 303,
    "sameDecisionsAndRequests": true,
    "newQualityEvidence": false
  }
}