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bank_melli_iran_customer_service_chatbot_bart

Text Classification
Transformers
Safetensors
mbart
Inference Endpoints
Model card Files Community
bank_melli_iran_customer_service_chatbot_bart
File size: 2,300 Bytes 
0b2ad37
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "facebook/mbart-large-50",
  "_num_labels": 3,
  "activation_dropout": 0.0,
  "activation_function": "gelu",
  "add_bias_logits": false,
  "add_final_layer_norm": true,
  "architectures": [
    "MBartForSequenceClassification"
  ],
  "attention_dropout": 0.0,
  "bos_token_id": 0,
  "classif_dropout": 0.0,
  "classifier_dropout": 0.0,
  "d_model": 1024,
  "decoder_attention_heads": 16,
  "decoder_ffn_dim": 4096,
  "decoder_layerdrop": 0.0,
  "decoder_layers": 12,
  "decoder_start_token_id": 2,
  "dropout": 0.1,
  "early_stopping": true,
  "encoder_attention_heads": 16,
  "encoder_ffn_dim": 4096,
  "encoder_layerdrop": 0.0,
  "encoder_layers": 12,
  "eos_token_id": 2,
  "forced_eos_token_id": 2,
  "gradient_checkpointing": false,
  "id2label": {
    "0": "Loans",
    "1": "Insurance",
    "2": "Fraud",
    "3": "Loan",
    "4": "Mobile Banking",
    "5": "Investment",
    "6": "Fees",
    "7": "Retirement",
    "8": "Security",
    "9": "Direct Deposit",
    "10": "Payments",
    "11": "Investments",
    "12": "Accounts",
    "13": "Technical",
    "14": "Mortgage",
    "15": "Online Banking",
    "16": "Credit",
    "17": "Savings",
    "18": "Banking",
    "19": "Automatic Payments",
    "20": "Credit Card",
    "21": "Credit Cards"
  },
  "init_std": 0.02,
  "is_encoder_decoder": true,
  "label2id": {
    "Accounts": 12,
    "Automatic Payments": 19,
    "Banking": 18,
    "Credit": 16,
    "Credit Card": 20,
    "Credit Cards": 21,
    "Direct Deposit": 9,
    "Fees": 6,
    "Fraud": 2,
    "Insurance": 1,
    "Investment": 5,
    "Investments": 11,
    "Loan": 3,
    "Loans": 0,
    "Mobile Banking": 4,
    "Mortgage": 14,
    "Online Banking": 15,
    "Payments": 10,
    "Retirement": 7,
    "Savings": 17,
    "Security": 8,
    "Technical": 13
  },
  "max_length": 200,
  "max_position_embeddings": 1024,
  "model_type": "mbart",
  "normalize_before": true,
  "normalize_embedding": true,
  "num_beams": 5,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 1,
  "problem_type": "single_label_classification",
  "scale_embedding": true,
  "static_position_embeddings": false,
  "tokenizer_class": "MBart50Tokenizer",
  "torch_dtype": "float32",
  "transformers_version": "4.36.1",
  "use_cache": true,
  "vocab_size": 250054
}