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Aletheia-ng
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deberta-v3-base-classifier

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multi_task_deberta
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deberta-v3-base-classifier
File size: 3,492 Bytes
292fb4a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "architectures": [
    "MultiTaskDeBERTaModel"
  ],
  "base_model_name": "microsoft/deberta-v3-base",
  "classifier_configs": [
    {
      "class_names": [
        "simple",
        "intermediate",
        "advanced"
      ],
      "loss_weight": 1.5,
      "name": "simplicity",
      "num_classes": 3
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.5,
      "name": "is_general_knowledge",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.5,
      "name": "requires_reasoning",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "is_toxic",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "contains_pii",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "appropriate_for_conversation",
      "num_classes": 2
    },
    {
      "class_names": [
        "user",
        "assistant"
      ],
      "loss_weight": 1.0,
      "name": "persona",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "question_answering_task",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "summarization_task",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "content_creation_task",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "data_extraction_task",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "sentiment_analysis_task",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "question_generation_task",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "is_coding",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "is_pure_english",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "use_to_generate_chat",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "is_math",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "is_story",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "is_editing_task",
      "num_classes": 2
    },
    {
      "class_names": [
        "false",
        "true"
      ],
      "loss_weight": 1.0,
      "name": "translation_task",
      "num_classes": 2
    }
  ],
  "dtype": "float32",
  "freeze_base": false,
  "model_type": "multi_task_deberta",
  "transformers_version": "4.57.1"
}