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intent_classifier

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intent_classifier
File size: 2,255 Bytes 
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{
  "_name_or_path": "distilbert-base-uncased",
  "activation": "gelu",
  "architectures": [
    "DistilBertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "id2label": {
    "0": "atis_airfare#atis_flight_time",
    "1": "atis_meal",
    "2": "atis_cheapest",
    "3": "atis_ground_service",
    "4": "atis_airline",
    "5": "atis_flight_time",
    "6": "atis_ground_service#atis_ground_fare",
    "7": "atis_restriction",
    "8": "atis_flight_no",
    "9": "atis_flight#atis_airline",
    "10": "atis_distance",
    "11": "atis_capacity",
    "12": "atis_abbreviation",
    "13": "atis_quantity",
    "14": "atis_airfare#atis_flight",
    "15": "atis_city",
    "16": "atis_ground_fare",
    "17": "atis_aircraft",
    "18": "atis_flight#atis_airfare",
    "19": "atis_aircraft#atis_flight#atis_flight_no",
    "20": "atis_flight_no#atis_airline",
    "21": "atis_airport",
    "22": "atis_airline#atis_flight_no",
    "23": "atis_day_name",
    "24": "atis_airfare",
    "25": "atis_flight"
  },
  "initializer_range": 0.02,
  "label2id": {
    "atis_abbreviation": 12,
    "atis_aircraft": 17,
    "atis_aircraft#atis_flight#atis_flight_no": 19,
    "atis_airfare": 24,
    "atis_airfare#atis_flight": 14,
    "atis_airfare#atis_flight_time": 0,
    "atis_airline": 4,
    "atis_airline#atis_flight_no": 22,
    "atis_airport": 21,
    "atis_capacity": 11,
    "atis_cheapest": 2,
    "atis_city": 15,
    "atis_day_name": 23,
    "atis_distance": 10,
    "atis_flight": 25,
    "atis_flight#atis_airfare": 18,
    "atis_flight#atis_airline": 9,
    "atis_flight_no": 8,
    "atis_flight_no#atis_airline": 20,
    "atis_flight_time": 5,
    "atis_ground_fare": 16,
    "atis_ground_service": 3,
    "atis_ground_service#atis_ground_fare": 6,
    "atis_meal": 1,
    "atis_quantity": 13,
    "atis_restriction": 7
  },
  "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": "4.28.0",
  "vocab_size": 30522
}