Update README.md

README.md

@@ -9,6 +9,8 @@ metrics:
 model-index:
 - name: BERT-BankingClassifier
   results: []
+datasets:
+- legacy-datasets/banking77
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -23,8 +25,86 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
-
+This model is a BERT (bert-base-uncased) model fine-tuned using the Banking77 dataset for text classification tasks. Banking77 is a dataset designed to categorize customer support messages in the banking and finance domain into 77 distinct categories. This model is specifically tailored for classifying customer complaints and inquiries in the banking sector, helping to assign messages to the correct categories effectively.
+label_map = {
+    0: "activate_my_card",
+    1: "age_limit",
+    2: "apple_pay_or_google_pay",
+    3: "atm_support",
+    4: "automatic_top_up",
+    5: "balance_not_updated_after_bank_transfer",
+    6: "balance_not_updated_after_cheque_or_cash_deposit",
+    7: "beneficiary_not_allowed",
+    8: "cancel_transfer",
+    9: "card_about_to_expire",
+    10: "card_acceptance",
+    11: "card_arrival",
+    12: "card_delivery_estimate",
+    13: "card_linking",
+    14: "card_not_working",
+    15: "card_payment_fee_charged",
+    16: "card_payment_not_recognised",
+    17: "card_payment_wrong_exchange_rate",
+    18: "card_swallowed",
+    19: "cash_withdrawal_charge",
+    20: "cash_withdrawal_not_recognised",
+    21: "change_pin",
+    22: "compromised_card",
+    23: "contactless_not_working",
+    24: "country_support",
+    25: "declined_card_payment",
+    26: "declined_cash_withdrawal",
+    27: "declined_transfer",
+    28: "direct_debit_payment_not_recognised",
+    29: "disposable_card_limits",
+    30: "edit_personal_details",
+    31: "exchange_charge",
+    32: "exchange_rate",
+    33: "exchange_via_app",
+    34: "extra_charge_on_statement",
+    35: "failed_transfer",
+    36: "fiat_currency_support",
+    37: "get_disposable_virtual_card",
+    38: "get_physical_card",
+    39: "getting_spare_card",
+    40: "getting_virtual_card",
+    41: "lost_or_stolen_card",
+    42: "lost_or_stolen_phone",
+    43: "order_physical_card",
+    44: "passcode_forgotten",
+    45: "pending_card_payment",
+    46: "pending_cash_withdrawal",
+    47: "pending_top_up",
+    48: "pending_transfer",
+    49: "pin_blocked",
+    50: "receiving_money",
+    51: "refund_not_showing_up",
+    52: "request_refund",
+    53: "reverted_card_payment",
+    54: "supported_cards_and_currencies",
+    55: "terminate_account",
+    56: "top_up_by_bank_transfer_charge",
+    57: "top_up_by_card_charge",
+    58: "top_up_by_cash_or_cheque",
+    59: "top_up_failed",
+    60: "top_up_limits",
+    61: "top_up_reverted",
+    62: "topping_up_by_card",
+    63: "transaction_charged_twice",
+    64: "transfer_fee_charged",
+    65: "transfer_into_account",
+    66: "transfer_not_received_by_recipient",
+    67: "transfer_timing",
+    68: "unable_to_verify_identity",
+    69: "verify_my_identity",
+    70: "verify_source_of_funds",
+    71: "verify_top_up",
+    72: "virtual_card_not_working",
+    73: "visa_or_mastercard",
+    74: "why_verify_identity",
+    75: "wrong_amount_of_cash_received",
+    76: "wrong_exchange_rate_for_cash_withdrawal"
+}
 ## Intended uses & limitations
 
 More information needed
@@ -61,4 +141,4 @@ The following hyperparameters were used during training:
 - Transformers 4.46.3
 - Pytorch 2.5.1+cu121
 - Datasets 3.1.0
-- Tokenizers 0.20.3
+- Tokenizers 0.20.3