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GLiNER2.5-Decide-CoreML-FP16-MultiFn-L64-512

Zero-Shot Classification
Core ML
GLiNER
GLiNER2
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GLiNER2.5-Decide-CoreML-FP16-MultiFn-L64-512
File size: 2,453 Bytes
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{
  "source_model": "fastino/GLiNER2.5-Decide",
  "source_revision": "65624f1a0265b3f612bae66a2685a06b94a68a9d",
  "cases": {
    "short-refund": {
      "intent": {
        "label": "refund_request",
        "confidence": 0.9987769722938538
      },
      "urgency": {
        "label": "low",
        "confidence": 0.3725019693374634
      }
    },
    "laptop-review-aspects": {
      "sentiment": {
        "label": "positive",
        "confidence": 0.9994937181472778
      },
      "aspects": [
        {
          "label": "battery",
          "confidence": 0.7610353231430054
        },
        {
          "label": "keyboard",
          "confidence": 0.9939987659454346
        },
        {
          "label": "screen",
          "confidence": 0.9846210479736328
        }
      ]
    },
    "compliance-email-3-heads": {
      "intent": {
        "label": "request",
        "confidence": 0.44433778524398804
      },
      "urgency": {
        "label": "critical",
        "confidence": 0.411828875541687
      },
      "route": {
        "label": "legal",
        "confidence": 0.5800722241401672
      }
    },
    "descriptions-and-prompt": {
      "intent": {
        "label": "refund_request",
        "confidence": 0.914971113204956
      },
      "urgency": {
        "label": "normal",
        "confidence": 0.38015663623809814
      }
    },
    "hotel-complaint-4-heads": {
      "intent": {
        "label": "checkout",
        "confidence": 0.9280232191085815
      },
      "priority": {
        "label": "urgent",
        "confidence": 0.3841314911842346
      },
      "needs_human": {
        "label": "yes",
        "confidence": 0.6280083060264587
      },
      "topics": [
        {
          "label": "hvac",
          "confidence": 0.8771321773529053
        },
        {
          "label": "billing",
          "confidence": 0.6899283528327942
        }
      ]
    },
    "incident-report-long": {
      "doc_type": {
        "label": "incident_report",
        "confidence": 0.5693653225898743
      },
      "severity": {
        "label": "sev3",
        "confidence": 0.33189529180526733
      },
      "teams": [
        {
          "label": "payments",
          "confidence": 0.9709568619728088
        },
        {
          "label": "finance",
          "confidence": 0.8886100053787231
        },
        {
          "label": "support",
          "confidence": 0.8042415976524353
        }
      ]
    }
  }
}