Training in progress, epoch 1

config.json

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+{
+  "_name_or_path": "aubmindlab/bert-base-arabertv02",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "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,
+  "intermediate_size": 3072,
+  "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
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.38.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 64000
+}

model.safetensors

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runs/Apr12_02-01-41_2f75c2c50dab/events.out.tfevents.1712887308.2f75c2c50dab.278.0

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special_tokens_map.json

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+{
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "4": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "5": {
+      "content": "[رابط]",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": true,
+      "special": true
+    },
+    "6": {
+      "content": "[بريد]",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": true,
+      "special": true
+    },
+    "7": {
+      "content": "[مستخدم]",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": true,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": false,
+  "mask_token": "[MASK]",
+  "max_len": 512,
+  "model_max_length": 512,
+  "never_split": [
+    "[بريد]",
+    "[مستخدم]",
+    "[رابط]"
+  ],
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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