Daecore/gliclass-knowledge-classifier-v2

1{
2  "architecture": "gliclass-single-pass",
3  "classifier_version": "gliclass-std-base-v3-daecore-5facet-qint8-v2",
4  "facet_order": [
5    "trap",
6    "decision",
7    "constraint",
8    "mechanism",
9    "procedure"
10  ],
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29  "preprocessing": {
30    "label_prompts": {
31      "constraint": "This text states a rule, policy, convention, invariant, or factual condition that materially restricts action.",
32      "decision": "This text records a decision or commitment that chooses one option over alternatives.",
33      "mechanism": "This text explains how a system, process, component, or structure is organized, connected, or works.",
34      "procedure": "This text gives sequenced actions or steps for carrying out a task or operation.",
35      "trap": "This text warns about a specific mistake, hazard, pitfall, or failure mode."
36    },
37    "label_token": "<<LABEL>>",
38    "max_length": 768,
39    "prompt_first": true,
40    "schema": "daecore.gliclass-preprocessing.v1",
41    "separator_token": "<<SEP>>"
42  },
43  "probability_calibration": {
44    "method": "per-facet-temperature-scaling",
45    "probability_clip": 1e-06,
46    "temperatures": {
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63        "trap": 0.9759885
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65      "version": "gliclass-std-base-v3-daecore-5facet-qint8-v2-contract"
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76    }
77  }
78}
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