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bert-uncased-intent-classification

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bert-uncased-intent-classification
File size: 3,945 Bytes 
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{
  "_name_or_path": "./fine_tuned_bert",
  "architectures": [
    "BertForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "get_message",
    "1": "get_weather",
    "2": "alarm_query",
    "3": "send_message",
    "4": "get_recipe",
    "5": "set_availability",
    "6": "delete_reminder",
    "7": "get_news",
    "8": "create_alarm",
    "9": "get_reminder",
    "10": "create_reminder",
    "11": "event_query",
    "12": "play_music",
    "13": "create_call",
    "14": "end_call",
    "15": "create_timer",
    "16": "update_call",
    "17": "update_reminder",
    "18": "get_contact",
    "19": "get_timer",
    "20": "delete_alarm",
    "21": "add_timer",
    "22": "get_location",
    "23": "delete_timer",
    "24": "music_query",
    "25": "update_alarm",
    "26": "information_query",
    "27": "help_query",
    "28": "weather_query",
    "29": "navigation_query",
    "30": "purchase_intent",
    "31": "translation_intent",
    "32": "travel_intent",
    "33": "add_to_playlist",
    "34": "rate_book",
    "35": "search_event",
    "36": "book_restaurant",
    "37": "set_meeting",
    "38": "search_creative_work",
    "39": "cancellation",
    "40": "affirmation",
    "41": "excitement_emotion",
    "42": "insurance_query",
    "43": "fun_fact",
    "44": "time_query",
    "45": "update_cart",
    "46": "oil_change_query",
    "47": "set_reservation",
    "48": "confirm_reservation",
    "49": "next_song",
    "50": "suggest_restaurant",
    "51": "pay_bill",
    "52": "reminder_query",
    "53": "check_availability",
    "54": "accept_reservations",
    "55": "order_query",
    "56": "meeting_query",
    "57": "book_hotel",
    "58": "cart_query",
    "59": "location_query",
    "60": "cancel_reservation",
    "61": "traffic_query"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "accept_reservations": 54,
    "add_timer": 21,
    "add_to_playlist": 33,
    "affirmation": 40,
    "alarm_query": 2,
    "book_hotel": 57,
    "book_restaurant": 36,
    "cancel_reservation": 60,
    "cancellation": 39,
    "cart_query": 58,
    "check_availability": 53,
    "confirm_reservation": 48,
    "create_alarm": 8,
    "create_call": 13,
    "create_reminder": 10,
    "create_timer": 15,
    "delete_alarm": 20,
    "delete_reminder": 6,
    "delete_timer": 23,
    "end_call": 14,
    "event_query": 11,
    "excitement_emotion": 41,
    "fun_fact": 43,
    "get_contact": 18,
    "get_location": 22,
    "get_message": 0,
    "get_news": 7,
    "get_recipe": 4,
    "get_reminder": 9,
    "get_timer": 19,
    "get_weather": 1,
    "help_query": 27,
    "information_query": 26,
    "insurance_query": 42,
    "location_query": 59,
    "meeting_query": 56,
    "music_query": 24,
    "navigation_query": 29,
    "next_song": 49,
    "oil_change_query": 46,
    "order_query": 55,
    "pay_bill": 51,
    "play_music": 12,
    "purchase_intent": 30,
    "rate_book": 34,
    "reminder_query": 52,
    "search_creative_work": 38,
    "search_event": 35,
    "send_message": 3,
    "set_availability": 5,
    "set_meeting": 37,
    "set_reservation": 47,
    "suggest_restaurant": 50,
    "time_query": 44,
    "traffic_query": 61,
    "translation_intent": 31,
    "travel_intent": 32,
    "update_alarm": 25,
    "update_call": 16,
    "update_cart": 45,
    "update_reminder": 17,
    "weather_query": 28
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "problem_type": "single_label_classification",
  "torch_dtype": "float32",
  "transformers_version": "4.47.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}