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intent_classification

Text Classification
Transformers
PyTorch
Core ML
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distilbert
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2
intent_classification
File size: 1,426 Bytes 
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{
  "_name_or_path": "./model/intent_detection/",
  "activation": "gelu",
  "architectures": [
    "DistilBertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "id2label": {
    "0": "cancel order",
    "1": "change order",
    "2": "change shipping address",
    "3": "check cancellation",
    "4": "check invoice",
    "5": "check payment methods",
    "6": "check refund policy",
    "7": "complaint",
    "8": "contact customer service",
    "9": "contact human agent",
    "10": "create account",
    "11": "delete account",
    "12": "delivery options",
    "13": "delivery period",
    "14": "edit account",
    "15": "get invoice",
    "16": "get refund",
    "17": "subscription",
    "18": "payment issue",
    "19": "place order",
    "20": "recover password",
    "21": "registration problems",
    "22": "review",
    "23": "set up shipping address",
    "24": "switch account",
    "25": "track order",
    "26": "track refund"
  },
  "initializer_range": 0.02,
  "label2id": null,
  "max_position_embeddings": 512,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "pad_token_id": 0,
  "problem_type": "single_label_classification",
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.31.0",
  "vocab_size": 30522
}