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palakagl
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bert_MultiClass_TextClassification

Text Classification
Transformers
PyTorch
English
bert
Trained with AutoTrain
Inference Endpoints
Model card Files Community
2
bert_MultiClass_TextClassification
File size: 4,243 Bytes 
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{
  "_name_or_path": "AutoTrain",
  "_num_labels": 64,
  "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": "alarm_query",
    "1": "alarm_remove",
    "2": "alarm_set",
    "3": "audio_volume_down",
    "4": "audio_volume_mute",
    "5": "audio_volume_up",
    "6": "calendar_query",
    "7": "calendar_remove",
    "8": "calendar_set",
    "9": "cooking_recipe",
    "10": "datetime_convert",
    "11": "datetime_query",
    "12": "email_addcontact",
    "13": "email_query",
    "14": "email_querycontact",
    "15": "email_sendemail",
    "16": "general_affirm",
    "17": "general_commandstop",
    "18": "general_confirm",
    "19": "general_dontcare",
    "20": "general_explain",
    "21": "general_joke",
    "22": "general_negate",
    "23": "general_praise",
    "24": "general_quirky",
    "25": "general_repeat",
    "26": "iot_cleaning",
    "27": "iot_coffee",
    "28": "iot_hue_lightchange",
    "29": "iot_hue_lightdim",
    "30": "iot_hue_lightoff",
    "31": "iot_hue_lighton",
    "32": "iot_hue_lightup",
    "33": "iot_wemo_off",
    "34": "iot_wemo_on",
    "35": "lists_createoradd",
    "36": "lists_query",
    "37": "lists_remove",
    "38": "music_likeness",
    "39": "music_query",
    "40": "music_settings",
    "41": "news_query",
    "42": "play_audiobook",
    "43": "play_game",
    "44": "play_music",
    "45": "play_podcasts",
    "46": "play_radio",
    "47": "qa_currency",
    "48": "qa_definition",
    "49": "qa_factoid",
    "50": "qa_maths",
    "51": "qa_stock",
    "52": "recommendation_events",
    "53": "recommendation_locations",
    "54": "recommendation_movies",
    "55": "social_post",
    "56": "social_query",
    "57": "takeaway_order",
    "58": "takeaway_query",
    "59": "transport_query",
    "60": "transport_taxi",
    "61": "transport_ticket",
    "62": "transport_traffic",
    "63": "weather_query"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "alarm_query": 0,
    "alarm_remove": 1,
    "alarm_set": 2,
    "audio_volume_down": 3,
    "audio_volume_mute": 4,
    "audio_volume_up": 5,
    "calendar_query": 6,
    "calendar_remove": 7,
    "calendar_set": 8,
    "cooking_recipe": 9,
    "datetime_convert": 10,
    "datetime_query": 11,
    "email_addcontact": 12,
    "email_query": 13,
    "email_querycontact": 14,
    "email_sendemail": 15,
    "general_affirm": 16,
    "general_commandstop": 17,
    "general_confirm": 18,
    "general_dontcare": 19,
    "general_explain": 20,
    "general_joke": 21,
    "general_negate": 22,
    "general_praise": 23,
    "general_quirky": 24,
    "general_repeat": 25,
    "iot_cleaning": 26,
    "iot_coffee": 27,
    "iot_hue_lightchange": 28,
    "iot_hue_lightdim": 29,
    "iot_hue_lightoff": 30,
    "iot_hue_lighton": 31,
    "iot_hue_lightup": 32,
    "iot_wemo_off": 33,
    "iot_wemo_on": 34,
    "lists_createoradd": 35,
    "lists_query": 36,
    "lists_remove": 37,
    "music_likeness": 38,
    "music_query": 39,
    "music_settings": 40,
    "news_query": 41,
    "play_audiobook": 42,
    "play_game": 43,
    "play_music": 44,
    "play_podcasts": 45,
    "play_radio": 46,
    "qa_currency": 47,
    "qa_definition": 48,
    "qa_factoid": 49,
    "qa_maths": 50,
    "qa_stock": 51,
    "recommendation_events": 52,
    "recommendation_locations": 53,
    "recommendation_movies": 54,
    "social_post": 55,
    "social_query": 56,
    "takeaway_order": 57,
    "takeaway_query": 58,
    "transport_query": 59,
    "transport_taxi": 60,
    "transport_ticket": 61,
    "transport_traffic": 62,
    "weather_query": 63
  },
  "layer_norm_eps": 1e-12,
  "max_length": 64,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "padding": "max_length",
  "position_embedding_type": "absolute",
  "problem_type": "single_label_classification",
  "torch_dtype": "float32",
  "transformers_version": "4.15.0",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}