Training in progress, epoch 1

config.json

@@ -1,185 +1,61 @@
 {
-  "_name_or_path": "google-bert/bert-base-uncased",
+  "_name_or_path": "answerdotai/ModernBERT-base",
   "architectures": [
-    "BertForSequenceClassification"
+    "ModernBertForSequenceClassification"
   ],
-  "attention_probs_dropout_prob": 0.1,
-  "classifier_dropout": null,
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 50281,
+  "classifier_activation": "gelu",
+  "classifier_bias": false,
+  "classifier_dropout": 0.0,
+  "classifier_pooling": "mean",
+  "cls_token_id": 50281,
+  "decoder_bias": true,
+  "deterministic_flash_attn": false,
+  "embedding_dropout": 0.0,
+  "eos_token_id": 50282,
+  "global_attn_every_n_layers": 3,
+  "global_rope_theta": 160000.0,
   "gradient_checkpointing": false,
-  "hidden_act": "gelu",
-  "hidden_dropout_prob": 0.1,
+  "hidden_activation": "gelu",
   "hidden_size": 768,
   "id2label": {
-    "0": "activate_my_card",
-    "1": "age_limit",
-    "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",
-    "2": "apple_pay_or_google_pay",
-    "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",
-    "3": "atm_support",
-    "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",
-    "4": "automatic_top_up",
-    "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",
-    "5": "balance_not_updated_after_bank_transfer",
-    "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",
-    "6": "balance_not_updated_after_cheque_or_cash_deposit",
-    "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",
-    "7": "beneficiary_not_allowed",
-    "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",
-    "8": "cancel_transfer",
-    "9": "card_about_to_expire"
+    "1": "1",
+    "2": "2",
+    "3": "3",
+    "4": "4",
+    "5": "5"
   },
+  "initializer_cutoff_factor": 2.0,
   "initializer_range": 0.02,
-  "intermediate_size": 3072,
+  "intermediate_size": 1152,
   "label2id": {
-    "Refund_not_showing_up": "51",
-    "activate_my_card": "0",
-    "age_limit": "1",
-    "apple_pay_or_google_pay": "2",
-    "atm_support": "3",
-    "automatic_top_up": "4",
-    "balance_not_updated_after_bank_transfer": "5",
-    "balance_not_updated_after_cheque_or_cash_deposit": "6",
-    "beneficiary_not_allowed": "7",
-    "cancel_transfer": "8",
-    "card_about_to_expire": "9",
-    "card_acceptance": "10",
-    "card_arrival": "11",
-    "card_delivery_estimate": "12",
-    "card_linking": "13",
-    "card_not_working": "14",
-    "card_payment_fee_charged": "15",
-    "card_payment_not_recognised": "16",
-    "card_payment_wrong_exchange_rate": "17",
-    "card_swallowed": "18",
-    "cash_withdrawal_charge": "19",
-    "cash_withdrawal_not_recognised": "20",
-    "change_pin": "21",
-    "compromised_card": "22",
-    "contactless_not_working": "23",
-    "country_support": "24",
-    "declined_card_payment": "25",
-    "declined_cash_withdrawal": "26",
-    "declined_transfer": "27",
-    "direct_debit_payment_not_recognised": "28",
-    "disposable_card_limits": "29",
-    "edit_personal_details": "30",
-    "exchange_charge": "31",
-    "exchange_rate": "32",
-    "exchange_via_app": "33",
-    "extra_charge_on_statement": "34",
-    "failed_transfer": "35",
-    "fiat_currency_support": "36",
-    "get_disposable_virtual_card": "37",
-    "get_physical_card": "38",
-    "getting_spare_card": "39",
-    "getting_virtual_card": "40",
-    "lost_or_stolen_card": "41",
-    "lost_or_stolen_phone": "42",
-    "order_physical_card": "43",
-    "passcode_forgotten": "44",
-    "pending_card_payment": "45",
-    "pending_cash_withdrawal": "46",
-    "pending_top_up": "47",
-    "pending_transfer": "48",
-    "pin_blocked": "49",
-    "receiving_money": "50",
-    "request_refund": "52",
-    "reverted_card_payment?": "53",
-    "supported_cards_and_currencies": "54",
-    "terminate_account": "55",
-    "top_up_by_bank_transfer_charge": "56",
-    "top_up_by_card_charge": "57",
-    "top_up_by_cash_or_cheque": "58",
-    "top_up_failed": "59",
-    "top_up_limits": "60",
-    "top_up_reverted": "61",
-    "topping_up_by_card": "62",
-    "transaction_charged_twice": "63",
-    "transfer_fee_charged": "64",
-    "transfer_into_account": "65",
-    "transfer_not_received_by_recipient": "66",
-    "transfer_timing": "67",
-    "unable_to_verify_identity": "68",
-    "verify_my_identity": "69",
-    "verify_source_of_funds": "70",
-    "verify_top_up": "71",
-    "virtual_card_not_working": "72",
-    "visa_or_mastercard": "73",
-    "why_verify_identity": "74",
-    "wrong_amount_of_cash_received": "75",
-    "wrong_exchange_rate_for_cash_withdrawal": "76"
+    "1": 1,
+    "2": 2,
+    "3": 3,
+    "4": 4,
+    "5": 5
   },
-  "layer_norm_eps": 1e-12,
-  "max_position_embeddings": 512,
-  "model_type": "bert",
+  "layer_norm_eps": 1e-05,
+  "local_attention": 128,
+  "local_rope_theta": 10000.0,
+  "max_position_embeddings": 8192,
+  "mlp_bias": false,
+  "mlp_dropout": 0.0,
+  "model_type": "modernbert",
+  "norm_bias": false,
+  "norm_eps": 1e-05,
   "num_attention_heads": 12,
-  "num_hidden_layers": 12,
-  "pad_token_id": 0,
+  "num_hidden_layers": 22,
+  "pad_token_id": 50283,
   "position_embedding_type": "absolute",
   "problem_type": "single_label_classification",
+  "reference_compile": true,
+  "sep_token_id": 50282,
+  "sparse_pred_ignore_index": -100,
+  "sparse_prediction": false,
   "torch_dtype": "float32",
   "transformers_version": "4.48.0.dev0",
-  "type_vocab_size": 2,
-  "use_cache": true,
-  "vocab_size": 30522
+  "vocab_size": 50368
 }

model.safetensors

@@ -1,3 +1,3 @@
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training_args.bin

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