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autonlp-mono-625317956

Text Classification
Transformers
PyTorch
English
distilbert
Trained with AutoTrain
Carbon Emissions
Inference Endpoints
Model card Files Community
autonlp-mono-625317956
File size: 1,869 Bytes 
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{
  "_name_or_path": "AutoNLP",
  "_num_labels": 23,
  "activation": "gelu",
  "architectures": [
    "DistilBertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "id2label": {
    "0": "Rent",
    "1": "atm_withdrawal",
    "2": "atm_withdrawal_charges",
    "3": "bank_charges",
    "4": "bills_or_fees",
    "5": "card_request_commission",
    "6": "cash_deposit",
    "7": "food",
    "8": "health",
    "9": "investment",
    "10": "loan_repayment",
    "11": "mature_loan_instalment",
    "12": "miscellaneous",
    "13": "offline_transactions",
    "14": "online_transactions",
    "15": "others",
    "16": "phone_and_internet",
    "17": "reversals",
    "18": "salary",
    "19": "stamp_duties_charges",
    "20": "transfer",
    "21": "transportation",
    "22": "vat"
  },
  "initializer_range": 0.02,
  "label2id": {
    "Rent": 0,
    "atm_withdrawal": 1,
    "atm_withdrawal_charges": 2,
    "bank_charges": 3,
    "bills_or_fees": 4,
    "card_request_commission": 5,
    "cash_deposit": 6,
    "food": 7,
    "health": 8,
    "investment": 9,
    "loan_repayment": 10,
    "mature_loan_instalment": 11,
    "miscellaneous": 12,
    "offline_transactions": 13,
    "online_transactions": 14,
    "others": 15,
    "phone_and_internet": 16,
    "reversals": 17,
    "salary": 18,
    "stamp_duties_charges": 19,
    "transfer": 20,
    "transportation": 21,
    "vat": 22
  },
  "max_length": 64,
  "max_position_embeddings": 512,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "pad_token_id": 0,
  "padding": "max_length",
  "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": "4.15.0",
  "vocab_size": 30522
}