Training in progress, epoch 1

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
+}

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special_tokens_map.json

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tokenizer_config.json

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