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Daecore
/
gliclass-knowledge-classifier-v2

Text Classification
ONNX
English
GLiClass
gliclass
deberta-v3
multi-label-classification
fine-tuned
int8
vulkan
Model card Files
xet
 Community
gliclass-knowledge-classifier-v2
File size: 2,674 Bytes
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{
  "architecture": "gliclass-single-pass",
  "classifier_version": "gliclass-std-base-v3-daecore-5facet-qint8-v2",
  "facet_order": [
    "trap",
    "decision",
    "constraint",
    "mechanism",
    "procedure"
  ],
  "files": {
    "config.json": {
      "sha256": "9bad60c87ac3e047bc838ca7e6897a6fe265180eeffce4e62aabc1e9c828d606",
      "size": 2118
    },
    "model.onnx": {
      "sha256": "7e9b7e37afc06a23a89ba064e1255363cdc3140ff4b2823f5dae5865945621dc",
      "size": 452831012
    },
    "tokenizer.json": {
      "sha256": "519648948c4c59da1af88f2cf2c8b4f84417b5c673981bc9809abf84cda1b7cc",
      "size": 8649234
    },
    "tokenizer_config.json": {
      "sha256": "9d5220b355d2cb9a7df69deccca45509ce1c9a857990fb1047c48403b0f6ddfb",
      "size": 1692
    }
  },
  "preprocessing": {
    "label_prompts": {
      "constraint": "This text states a rule, policy, convention, invariant, or factual condition that materially restricts action.",
      "decision": "This text records a decision or commitment that chooses one option over alternatives.",
      "mechanism": "This text explains how a system, process, component, or structure is organized, connected, or works.",
      "procedure": "This text gives sequenced actions or steps for carrying out a task or operation.",
      "trap": "This text warns about a specific mistake, hazard, pitfall, or failure mode."
    },
    "label_token": "<<LABEL>>",
    "max_length": 768,
    "prompt_first": true,
    "schema": "daecore.gliclass-preprocessing.v1",
    "separator_token": "<<SEP>>"
  },
  "probability_calibration": {
    "method": "per-facet-temperature-scaling",
    "probability_clip": 1e-06,
    "temperatures": {
      "constraint": 1.6869790276494951,
      "decision": 2.4036524709979896,
      "mechanism": 1.501092485229896,
      "procedure": 2.0450110042733725,
      "trap": 1.8898163065802225
    }
  },
  "schema_version": 3,
  "source_candidate_sha256": "ed8c1f8febe961624a698c97a3035e8ca5caa582718fd5a8f93f962c8106b942",
  "threshold_tables": {
    "contract": {
      "values": {
        "constraint": 0.9928175,
        "decision": 0.48485,
        "mechanism": 0.8998575,
        "procedure": 0.5776285,
        "trap": 0.9759885
      },
      "version": "gliclass-std-base-v3-daecore-5facet-qint8-v2-contract"
    },
    "recall_leaning": {
      "values": {
        "constraint": 0.9059865,
        "decision": 0.192514,
        "mechanism": 0.5053545,
        "procedure": 0.201766,
        "trap": 0.715311
      },
      "version": "gliclass-std-base-v3-daecore-5facet-qint8-v2-recall"
    }
  }
}