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config.json ADDED
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+ {
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+ "_name_or_path": "optimum/distilbert-base-uncased-finetuned-banking77",
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+ "activation": "gelu",
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+ "architectures": [
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+ "DistilBertForSequenceClassification"
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+ ],
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+ "attention_dropout": 0.1,
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+ "dim": 768,
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+ "dropout": 0.1,
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+ "hidden_dim": 3072,
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+ "id2label": {
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+ "0": "activate_my_card",
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+ "1": "age_limit",
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+ "2": "apple_pay_or_google_pay",
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+ "3": "atm_support",
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+ "4": "automatic_top_up",
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+ "5": "balance_not_updated_after_bank_transfer",
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+ "6": "balance_not_updated_after_cheque_or_cash_deposit",
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+ "7": "beneficiary_not_allowed",
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+ "8": "cancel_transfer",
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+ "9": "card_about_to_expire",
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+ "10": "card_acceptance",
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+ "11": "card_arrival",
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+ "12": "card_delivery_estimate",
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+ "13": "card_linking",
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+ "14": "card_not_working",
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+ "15": "card_payment_fee_charged",
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+ "16": "card_payment_not_recognised",
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+ "17": "card_payment_wrong_exchange_rate",
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+ "18": "card_swallowed",
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+ "19": "cash_withdrawal_charge",
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+ "20": "cash_withdrawal_not_recognised",
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+ "21": "change_pin",
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+ "22": "compromised_card",
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+ "23": "contactless_not_working",
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+ "24": "country_support",
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+ "25": "declined_card_payment",
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+ "26": "declined_cash_withdrawal",
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+ "27": "declined_transfer",
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+ "28": "direct_debit_payment_not_recognised",
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+ "29": "disposable_card_limits",
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+ "30": "edit_personal_details",
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+ "31": "exchange_charge",
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+ "32": "exchange_rate",
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+ "33": "exchange_via_app",
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+ "34": "extra_charge_on_statement",
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+ "35": "failed_transfer",
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+ "36": "fiat_currency_support",
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+ "37": "get_disposable_virtual_card",
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+ "38": "get_physical_card",
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+ "39": "getting_spare_card",
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+ "40": "getting_virtual_card",
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+ "41": "lost_or_stolen_card",
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+ "42": "lost_or_stolen_phone",
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+ "43": "order_physical_card",
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+ "44": "passcode_forgotten",
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+ "45": "pending_card_payment",
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+ "46": "pending_cash_withdrawal",
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+ "47": "pending_top_up",
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+ "48": "pending_transfer",
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+ "49": "pin_blocked",
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+ "50": "receiving_money",
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+ "51": "Refund_not_showing_up",
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+ "52": "request_refund",
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+ "53": "reverted_card_payment?",
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+ "54": "supported_cards_and_currencies",
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+ "55": "terminate_account",
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+ "56": "top_up_by_bank_transfer_charge",
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+ "57": "top_up_by_card_charge",
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+ "58": "top_up_by_cash_or_cheque",
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+ "59": "top_up_failed",
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+ "60": "top_up_limits",
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+ "61": "top_up_reverted",
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+ "62": "topping_up_by_card",
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+ "63": "transaction_charged_twice",
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+ "64": "transfer_fee_charged",
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+ "65": "transfer_into_account",
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+ "66": "transfer_not_received_by_recipient",
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+ "67": "transfer_timing",
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+ "68": "unable_to_verify_identity",
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+ "69": "verify_my_identity",
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+ "70": "verify_source_of_funds",
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+ "71": "verify_top_up",
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+ "72": "virtual_card_not_working",
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+ "73": "visa_or_mastercard",
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+ "74": "why_verify_identity",
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+ "75": "wrong_amount_of_cash_received",
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+ "76": "wrong_exchange_rate_for_cash_withdrawal"
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+ },
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "Refund_not_showing_up": 51,
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+ "activate_my_card": 0,
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+ "age_limit": 1,
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+ "apple_pay_or_google_pay": 2,
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+ "atm_support": 3,
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+ "automatic_top_up": 4,
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+ "balance_not_updated_after_bank_transfer": 5,
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+ "balance_not_updated_after_cheque_or_cash_deposit": 6,
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+ "beneficiary_not_allowed": 7,
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+ "cancel_transfer": 8,
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+ "card_about_to_expire": 9,
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+ "card_acceptance": 10,
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+ "card_arrival": 11,
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+ "card_delivery_estimate": 12,
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+ "card_linking": 13,
107
+ "card_not_working": 14,
108
+ "card_payment_fee_charged": 15,
109
+ "card_payment_not_recognised": 16,
110
+ "card_payment_wrong_exchange_rate": 17,
111
+ "card_swallowed": 18,
112
+ "cash_withdrawal_charge": 19,
113
+ "cash_withdrawal_not_recognised": 20,
114
+ "change_pin": 21,
115
+ "compromised_card": 22,
116
+ "contactless_not_working": 23,
117
+ "country_support": 24,
118
+ "declined_card_payment": 25,
119
+ "declined_cash_withdrawal": 26,
120
+ "declined_transfer": 27,
121
+ "direct_debit_payment_not_recognised": 28,
122
+ "disposable_card_limits": 29,
123
+ "edit_personal_details": 30,
124
+ "exchange_charge": 31,
125
+ "exchange_rate": 32,
126
+ "exchange_via_app": 33,
127
+ "extra_charge_on_statement": 34,
128
+ "failed_transfer": 35,
129
+ "fiat_currency_support": 36,
130
+ "get_disposable_virtual_card": 37,
131
+ "get_physical_card": 38,
132
+ "getting_spare_card": 39,
133
+ "getting_virtual_card": 40,
134
+ "lost_or_stolen_card": 41,
135
+ "lost_or_stolen_phone": 42,
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+ "order_physical_card": 43,
137
+ "passcode_forgotten": 44,
138
+ "pending_card_payment": 45,
139
+ "pending_cash_withdrawal": 46,
140
+ "pending_top_up": 47,
141
+ "pending_transfer": 48,
142
+ "pin_blocked": 49,
143
+ "receiving_money": 50,
144
+ "request_refund": 52,
145
+ "reverted_card_payment?": 53,
146
+ "supported_cards_and_currencies": 54,
147
+ "terminate_account": 55,
148
+ "top_up_by_bank_transfer_charge": 56,
149
+ "top_up_by_card_charge": 57,
150
+ "top_up_by_cash_or_cheque": 58,
151
+ "top_up_failed": 59,
152
+ "top_up_limits": 60,
153
+ "top_up_reverted": 61,
154
+ "topping_up_by_card": 62,
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+ "transaction_charged_twice": 63,
156
+ "transfer_fee_charged": 64,
157
+ "transfer_into_account": 65,
158
+ "transfer_not_received_by_recipient": 66,
159
+ "transfer_timing": 67,
160
+ "unable_to_verify_identity": 68,
161
+ "verify_my_identity": 69,
162
+ "verify_source_of_funds": 70,
163
+ "verify_top_up": 71,
164
+ "virtual_card_not_working": 72,
165
+ "visa_or_mastercard": 73,
166
+ "why_verify_identity": 74,
167
+ "wrong_amount_of_cash_received": 75,
168
+ "wrong_exchange_rate_for_cash_withdrawal": 76
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+ },
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+ "max_position_embeddings": 512,
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+ "n_heads": 12,
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+ "n_layers": 6,
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+ "pad_token_id": 0,
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+ "problem_type": "single_label_classification",
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+ "qa_dropout": 0.1,
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+ "seq_classif_dropout": 0.2,
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+ "sinusoidal_pos_embds": false,
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+ "tie_weights_": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.19.2",
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+ "vocab_size": 30522
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+ }