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zero-shot-classification
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pointer-head
experimental
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geppo
File size: 3,964 Bytes
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{
  "primary": "mean-pointer-53",
  "device": "mps",
  "pooling": "mean",
  "load_seconds": 5.890662916994188,
  "validation_probes": 12,
  "warm_median_single_question_ms": 62.09599999419879,
  "choice_order_and_id_max_probability_error": 1.1102230246251565e-16,
  "peak_process_rss_gib": 0.3963775634765625,
  "driver_gib": 6.04754638671875,
  "demo": {
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    "answers": {
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          "consegne": 0.49414000431610916,
          "account": 0.2519047815873033
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        "calibrated": true,
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      },
      "urgenza": {
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        "calibrated": true,
        "noul": 0.27905586207734306
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      "tono": {
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        "calibrated": false,
        "score": 1.8497161137794478,
        "legend": {
          "0": "Calmo",
          "1": "Frustrato",
          "2": "Molto arrabbiato"
        }
      }
    },
    "calibration": {
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        "audit_questions": 63,
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        "audit_raw_nll": 0.8472414408314666,
        "audit_adjusted_nll": 0.711108307300383
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      "noul": {
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        "audit_raw_nll": 0.5295909861306163,
        "audit_adjusted_nll": 0.5029942074278655
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      "score": {
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    },
    "note": "Experimental probabilities; no reliability guarantee on new domains."
  },
  "dictionary_state_demo": {
    "model": "geppo-emma-mean-pointer-53",
    "answers": {
      "reparto": {
        "type": "choice",
        "probabilities": {
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          "account": 0.3991794056068812
        },
        "calibrated": true,
        "choice": "consegne"
      },
      "urgenza": {
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        "probabilities": {
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        },
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      "tono": {
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          "2": 0.8830388399235748
        },
        "calibrated": false,
        "score": 1.8702076942065262,
        "legend": {
          "0": "Calmo",
          "1": "Frustrato",
          "2": "Molto arrabbiato"
        }
      }
    },
    "calibration": {
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        "temperature": 2.602446831677766,
        "applied": true,
        "fit_questions": 90,
        "audit_questions": 63,
        "fitted_temperature": 2.602446831677766,
        "audit_raw_nll": 0.8472414408314666,
        "audit_adjusted_nll": 0.711108307300383
      },
      "noul": {
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        "audit_raw_nll": 0.5295909861306163,
        "audit_adjusted_nll": 0.5029942074278655
      },
      "score": {
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        "applied": false,
        "fit_questions": 6,
        "audit_questions": 14
      }
    },
    "note": "Experimental probabilities; no reliability guarantee on new domains."
  }
}