bank_train / config.json
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{
"_name_or_path": "lxyuan/banking-intent-distilbert-classifier",
"activation": "gelu",
"architectures": [
"DistilBertForSequenceClassification"
],
"attention_dropout": 0.1,
"dim": 768,
"dropout": 0.1,
"hidden_dim": 3072,
"id2label": {
"0": "card_arrival",
"1": "card_linking",
"2": "exchange_rate",
"3": "card_payment_wrong_exchange_rate",
"4": "extra_charge_on_statement",
"5": "pending_cash_withdrawal",
"6": "fiat_currency_support",
"7": "card_delivery_estimate",
"8": "automatic_top_up",
"9": "card_not_working",
"10": "exchange_via_app",
"11": "lost_or_stolen_card",
"12": "age_limit",
"13": "pin_blocked",
"14": "contactless_not_working",
"15": "top_up_by_bank_transfer_charge",
"16": "pending_top_up",
"17": "cancel_transfer",
"18": "top_up_limits",
"19": "wrong_amount_of_cash_received",
"20": "card_payment_fee_charged",
"21": "transfer_not_received_by_recipient",
"22": "supported_cards_and_currencies",
"23": "getting_virtual_card",
"24": "card_acceptance",
"25": "top_up_reverted",
"26": "balance_not_updated_after_cheque_or_cash_deposit",
"27": "card_payment_not_recognised",
"28": "edit_personal_details",
"29": "why_verify_identity",
"30": "unable_to_verify_identity",
"31": "get_physical_card",
"32": "visa_or_mastercard",
"33": "topping_up_by_card",
"34": "disposable_card_limits",
"35": "compromised_card",
"36": "atm_support",
"37": "direct_debit_payment_not_recognised",
"38": "passcode_forgotten",
"39": "declined_cash_withdrawal",
"40": "pending_card_payment",
"41": "lost_or_stolen_phone",
"42": "request_refund",
"43": "declined_transfer",
"44": "Refund_not_showing_up",
"45": "declined_card_payment",
"46": "pending_transfer",
"47": "terminate_account",
"48": "card_swallowed",
"49": "transaction_charged_twice",
"50": "verify_source_of_funds",
"51": "transfer_timing",
"52": "reverted_card_payment?",
"53": "change_pin",
"54": "beneficiary_not_allowed",
"55": "transfer_fee_charged",
"56": "receiving_money",
"57": "failed_transfer",
"58": "transfer_into_account",
"59": "verify_top_up",
"60": "getting_spare_card",
"61": "top_up_by_cash_or_cheque",
"62": "order_physical_card",
"63": "virtual_card_not_working",
"64": "wrong_exchange_rate_for_cash_withdrawal",
"65": "get_disposable_virtual_card",
"66": "top_up_failed",
"67": "balance_not_updated_after_bank_transfer",
"68": "cash_withdrawal_not_recognised",
"69": "exchange_charge",
"70": "top_up_by_card_charge",
"71": "activate_my_card",
"72": "cash_withdrawal_charge",
"73": "card_about_to_expire",
"74": "apple_pay_or_google_pay",
"75": "verify_my_identity",
"76": "country_support"
},
"initializer_range": 0.02,
"label2id": {
"Refund_not_showing_up": 44,
"activate_my_card": 71,
"age_limit": 12,
"apple_pay_or_google_pay": 74,
"atm_support": 36,
"automatic_top_up": 8,
"balance_not_updated_after_bank_transfer": 67,
"balance_not_updated_after_cheque_or_cash_deposit": 26,
"beneficiary_not_allowed": 54,
"cancel_transfer": 17,
"card_about_to_expire": 73,
"card_acceptance": 24,
"card_arrival": 0,
"card_delivery_estimate": 7,
"card_linking": 1,
"card_not_working": 9,
"card_payment_fee_charged": 20,
"card_payment_not_recognised": 27,
"card_payment_wrong_exchange_rate": 3,
"card_swallowed": 48,
"cash_withdrawal_charge": 72,
"cash_withdrawal_not_recognised": 68,
"change_pin": 53,
"compromised_card": 35,
"contactless_not_working": 14,
"country_support": 76,
"declined_card_payment": 45,
"declined_cash_withdrawal": 39,
"declined_transfer": 43,
"direct_debit_payment_not_recognised": 37,
"disposable_card_limits": 34,
"edit_personal_details": 28,
"exchange_charge": 69,
"exchange_rate": 2,
"exchange_via_app": 10,
"extra_charge_on_statement": 4,
"failed_transfer": 57,
"fiat_currency_support": 6,
"get_disposable_virtual_card": 65,
"get_physical_card": 31,
"getting_spare_card": 60,
"getting_virtual_card": 23,
"lost_or_stolen_card": 11,
"lost_or_stolen_phone": 41,
"order_physical_card": 62,
"passcode_forgotten": 38,
"pending_card_payment": 40,
"pending_cash_withdrawal": 5,
"pending_top_up": 16,
"pending_transfer": 46,
"pin_blocked": 13,
"receiving_money": 56,
"request_refund": 42,
"reverted_card_payment?": 52,
"supported_cards_and_currencies": 22,
"terminate_account": 47,
"top_up_by_bank_transfer_charge": 15,
"top_up_by_card_charge": 70,
"top_up_by_cash_or_cheque": 61,
"top_up_failed": 66,
"top_up_limits": 18,
"top_up_reverted": 25,
"topping_up_by_card": 33,
"transaction_charged_twice": 49,
"transfer_fee_charged": 55,
"transfer_into_account": 58,
"transfer_not_received_by_recipient": 21,
"transfer_timing": 51,
"unable_to_verify_identity": 30,
"verify_my_identity": 75,
"verify_source_of_funds": 50,
"verify_top_up": 59,
"virtual_card_not_working": 63,
"visa_or_mastercard": 32,
"why_verify_identity": 29,
"wrong_amount_of_cash_received": 19,
"wrong_exchange_rate_for_cash_withdrawal": 64
},
"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": "4.39.3",
"vocab_size": 30522
}