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message-intent

Text Classification
Transformers
PyTorch
distilbert
text-embeddings-inference
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message-intent
File size: 2,629 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": "goodbye",
  "1": "discount",
  "2": "can_i_help",
  "3": "other",
  "4": "escalation",
  "5": "goodbye|purchase",
  "6": "restock",
  "7": "subscription",
  "8": "discount|other",
  "9": "subscription|removal",
  "10": "goodbye|anything_else",
  "11": "issue|query_clarification",
  "12": "order|query_order_number",
  "13": "shipping|policy",
  "14": "shopping|query_link_item",
  "15": "shopping|query_first_time",
  "16": "issue|query_screenshot",
  "17": "issue|query_different_browser",
  "18": "shipping|cost",
  "19": "checkout",
  "20": "order|tracking_info",
  "21": "order|query_order_time",
  "22": "escalation|waiting",
  "23": "issue|query_screenshot_cart",
  "24": "order|query_tracking_info",
  "25": "issue|query_error_message",
  "26": "shopping|query_screenshot_cart",
  "27": "product",
  "28": "return|policy",
  "29": "shopping|query_item_info",
  "30": "shopping|query_other_item",
  "31": "issue|query_spam_folder",
  "32": "warranty",
  "33": "checkout|giftcard",
  "34": "shipping|other"
  },
  "initializer_range": 0.02,
  "label2id": {
  "goodbye": 0,
  "discount": 1,
  "can_i_help": 2,
  "other": 3,
  "escalation": 4,
  "goodbye|purchase": 5,
  "restock": 6,
  "subscription": 7,
  "discount|other": 8,
  "subscription|removal": 9,
  "goodbye|anything_else": 10,
  "issue|query_clarification": 11,
  "order|query_order_number": 12,
  "shipping|policy": 13,
  "shopping|query_link_item": 14,
  "shopping|query_first_time": 15,
  "issue|query_screenshot": 16,
  "issue|query_different_browser": 17,
  "shipping|cost": 18,
  "checkout": 19,
  "order|tracking_info": 20,
  "order|query_order_time": 21,
  "escalation|waiting": 22,
  "issue|query_screenshot_cart": 23,
  "order|query_tracking_info": 24,
  "issue|query_error_message": 25,
  "shopping|query_screenshot_cart": 26,
  "product": 27,
  "return|policy": 28,
  "shopping|query_item_info": 29,
  "shopping|query_other_item": 30,
  "issue|query_spam_folder": 31,
  "warranty": 32,
  "checkout|giftcard": 33,
  "shipping|other": 34
  },
  "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": "4.17.0",
  "vocab_size": 30522
}