Training in progress epoch 0

README.md

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+---
+license: apache-2.0
+base_model: bert-base-cased
+tags:
+- generated_from_keras_callback
+model-index:
+- name: RipTide99/results
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information Keras had access to. You should
+probably proofread and complete it, then remove this comment. -->
+
+# RipTide99/results
+
+This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 0.3095
+- Validation Loss: 0.1495
+- Epoch: 0
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 5000, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Validation Loss | Epoch |
+|:----------:|:---------------:|:-----:|
+| 0.3095     | 0.1495          | 0     |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- TensorFlow 2.15.0
+- Datasets 2.20.0
+- Tokenizers 0.19.1

config.json

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+{
+  "_name_or_path": "bert-base-cased",
+  "architectures": [
+    "BertForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "O",
+    "1": "B-FIRSTNAME",
+    "2": "I-FIRSTNAME",
+    "3": "B-LASTNAME",
+    "4": "I-LASTNAME",
+    "5": "B-MIDDLENAME",
+    "6": "I-MIDDLENAME",
+    "7": "B-FULLNAME",
+    "8": "I-FULLNAME",
+    "9": "B-USERNAME",
+    "10": "I-USERNAME",
+    "11": "B-PASSWORD",
+    "12": "I-PASSWORD",
+    "13": "B-EMAIL",
+    "14": "I-EMAIL",
+    "15": "B-PIN",
+    "16": "I-PIN",
+    "17": "B-AGE",
+    "18": "I-AGE",
+    "19": "B-DOB",
+    "20": "I-DOB",
+    "21": "B-GENDER",
+    "22": "I-GENDER",
+    "23": "B-SEX",
+    "24": "I-SEX",
+    "25": "B-MASKEDNUMBER",
+    "26": "I-MASKEDNUMBER",
+    "27": "B-ADDRESS",
+    "28": "I-ADDRESS",
+    "29": "B-SECONDARYADDRESS",
+    "30": "I-SECONDARYADDRESS",
+    "31": "B-BUILDINGNUMBER",
+    "32": "I-BUILDINGNUMBER",
+    "33": "B-STREET",
+    "34": "I-STREET",
+    "35": "B-CITY",
+    "36": "I-CITY",
+    "37": "B-COUNTY",
+    "38": "I-COUNTY",
+    "39": "B-STATE",
+    "40": "I-STATE",
+    "41": "B-ZIPCODE",
+    "42": "I-ZIPCODE",
+    "43": "B-PREFIX",
+    "44": "I-PREFIX",
+    "45": "B-NEARBYGPSCOORDINATE",
+    "46": "I-NEARBYGPSCOORDINATE",
+    "47": "B-ORDINALDIRECTION",
+    "48": "I-ORDINALDIRECTION",
+    "49": "B-ACCOUNTNAME",
+    "50": "I-ACCOUNTNAME",
+    "51": "B-ACCOUNTNUMBER",
+    "52": "I-ACCOUNTNUMBER",
+    "53": "B-CREDITCARDNUMBER",
+    "54": "I-CREDITCARDNUMBER",
+    "55": "B-CREDITCARDCVV",
+    "56": "I-CREDITCARDCVV",
+    "57": "B-CREDITCARDISSUER",
+    "58": "I-CREDITCARDISSUER",
+    "59": "B-IBAN",
+    "60": "I-IBAN",
+    "61": "B-BIC",
+    "62": "I-BIC",
+    "63": "B-PHONENUMBER",
+    "64": "I-PHONENUMBER",
+    "65": "B-PHONEIMEI",
+    "66": "I-PHONEIMEI",
+    "67": "B-IP",
+    "68": "I-IP",
+    "69": "B-IPV4",
+    "70": "I-IPV4",
+    "71": "B-IPV6",
+    "72": "I-IPV6",
+    "73": "B-MAC",
+    "74": "I-MAC",
+    "75": "B-USERAGENT",
+    "76": "I-USERAGENT",
+    "77": "B-URL",
+    "78": "I-URL",
+    "79": "B-SSN",
+    "80": "I-SSN",
+    "81": "B-PASSPORTNUMBER",
+    "82": "I-PASSPORTNUMBER",
+    "83": "B-DRIVINGLICENSE",
+    "84": "I-DRIVINGLICENSE",
+    "85": "B-VEHICLEVIN",
+    "86": "I-VEHICLEVIN",
+    "87": "B-VEHICLEVRM",
+    "88": "I-VEHICLEVRM",
+    "89": "B-EYECOLOR",
+    "90": "I-EYECOLOR",
+    "91": "B-HEIGHT",
+    "92": "I-HEIGHT",
+    "93": "B-BITCOINADDRESS",
+    "94": "I-BITCOINADDRESS",
+    "95": "B-ETHEREUMADDRESS",
+    "96": "I-ETHEREUMADDRESS",
+    "97": "B-LITECOINADDRESS",
+    "98": "I-LITECOINADDRESS",
+    "99": "B-DATE",
+    "100": "I-DATE",
+    "101": "B-TIME",
+    "102": "I-TIME",
+    "103": "B-JOBTITLE",
+    "104": "I-JOBTITLE",
+    "105": "B-JOBAREA",
+    "106": "I-JOBAREA",
+    "107": "B-JOBTYPE",
+    "108": "I-JOBTYPE",
+    "109": "B-COMPANYNAME",
+    "110": "I-COMPANYNAME",
+    "111": "B-CURRENCY",
+    "112": "I-CURRENCY",
+    "113": "B-CURRENCYSYMBOL",
+    "114": "I-CURRENCYSYMBOL",
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+    "116": "I-CURRENCYCODE",
+    "117": "B-CURRENCYNAME",
+    "118": "I-CURRENCYNAME",
+    "119": "B-AMOUNT",
+    "120": "I-AMOUNT"
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+  "intermediate_size": 3072,
+  "label2id": {
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+    "B-ACCOUNTNUMBER": 51,
+    "B-ADDRESS": 27,
+    "B-AGE": 17,
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+    "B-BIC": 61,
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+    "B-CURRENCYCODE": 115,
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+    "B-DOB": 19,
+    "B-DRIVINGLICENSE": 83,
+    "B-EMAIL": 13,
+    "B-ETHEREUMADDRESS": 95,
+    "B-EYECOLOR": 89,
+    "B-FIRSTNAME": 1,
+    "B-FULLNAME": 7,
+    "B-GENDER": 21,
+    "B-HEIGHT": 91,
+    "B-IBAN": 59,
+    "B-IP": 67,
+    "B-IPV4": 69,
+    "B-IPV6": 71,
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+    "B-JOBTITLE": 103,
+    "B-JOBTYPE": 107,
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+    "B-MIDDLENAME": 5,
+    "B-NEARBYGPSCOORDINATE": 45,
+    "B-ORDINALDIRECTION": 47,
+    "B-PASSPORTNUMBER": 81,
+    "B-PASSWORD": 11,
+    "B-PHONEIMEI": 65,
+    "B-PHONENUMBER": 63,
+    "B-PIN": 15,
+    "B-PREFIX": 43,
+    "B-SECONDARYADDRESS": 29,
+    "B-SEX": 23,
+    "B-SSN": 79,
+    "B-STATE": 39,
+    "B-STREET": 33,
+    "B-TIME": 101,
+    "B-URL": 77,
+    "B-USERAGENT": 75,
+    "B-USERNAME": 9,
+    "B-VEHICLEVIN": 85,
+    "B-VEHICLEVRM": 87,
+    "B-ZIPCODE": 41,
+    "I-ACCOUNTNAME": 50,
+    "I-ACCOUNTNUMBER": 52,
+    "I-ADDRESS": 28,
+    "I-AGE": 18,
+    "I-AMOUNT": 120,
+    "I-BIC": 62,
+    "I-BITCOINADDRESS": 94,
+    "I-BUILDINGNUMBER": 32,
+    "I-CITY": 36,
+    "I-COMPANYNAME": 110,
+    "I-COUNTY": 38,
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+    "I-CREDITCARDISSUER": 58,
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+    "I-EMAIL": 14,
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+    "I-EYECOLOR": 90,
+    "I-FIRSTNAME": 2,
+    "I-FULLNAME": 8,
+    "I-GENDER": 22,
+    "I-HEIGHT": 92,
+    "I-IBAN": 60,
+    "I-IP": 68,
+    "I-IPV4": 70,
+    "I-IPV6": 72,
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+    "I-JOBTITLE": 104,
+    "I-JOBTYPE": 108,
+    "I-LASTNAME": 4,
+    "I-LITECOINADDRESS": 98,
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+    "I-MASKEDNUMBER": 26,
+    "I-MIDDLENAME": 6,
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+    "I-ORDINALDIRECTION": 48,
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+  "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",
+  "transformers_version": "4.41.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 28996
+}

special_tokens_map.json

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+{
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+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tf_model.h5

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+size 431536556

tokenizer_config.json

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+{
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
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+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}