Training in progress, epoch 1

config.json

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+{
+  "_name_or_path": "distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForTokenClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "O",
+    "1": "B-FIRSTNAME",
+    "2": "I-FIRSTNAME",
+    "3": "B-MIDDLENAME",
+    "4": "B-LASTNAME",
+    "5": "I-LASTNAME",
+    "6": "B-COMPANYNAME",
+    "7": "I-COMPANYNAME",
+    "8": "B-EMAIL",
+    "9": "I-EMAIL",
+    "10": "B-URL",
+    "11": "I-URL",
+    "12": "B-ACCOUNTNAME",
+    "13": "I-ACCOUNTNAME",
+    "14": "B-IBAN",
+    "15": "I-IBAN",
+    "16": "B-ACCOUNTNUMBER",
+    "17": "I-ACCOUNTNUMBER",
+    "18": "B-STREETADDRESS",
+    "19": "I-STREETADDRESS",
+    "20": "B-CITY",
+    "21": "I-CITY",
+    "22": "B-USERNAME",
+    "23": "I-USERNAME",
+    "24": "B-CREDITCARDNUMBER",
+    "25": "I-CREDITCARDNUMBER",
+    "26": "B-STATE",
+    "27": "B-BUILDINGNUMBER",
+    "28": "I-BUILDINGNUMBER",
+    "29": "I-STATE",
+    "30": "B-COUNTY",
+    "31": "B-PHONENUMBER",
+    "32": "I-PHONENUMBER",
+    "33": "B-SECONDARYADDRESS",
+    "34": "I-SECONDARYADDRESS",
+    "35": "B-CREDITCARDISSUER",
+    "36": "I-CREDITCARDISSUER",
+    "37": "B-CREDITCARDCVV",
+    "38": "I-CREDITCARDCVV",
+    "39": "B-STREET",
+    "40": "I-STREET",
+    "41": "B-PIN",
+    "42": "I-PIN",
+    "43": "I-MIDDLENAME",
+    "44": "B-FULLNAME",
+    "45": "I-FULLNAME",
+    "46": "B-NAME",
+    "47": "I-NAME",
+    "48": "B-NUMBER",
+    "49": "I-NUMBER",
+    "50": "I-COUNTY"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "B-ACCOUNTNAME": 12,
+    "B-ACCOUNTNUMBER": 16,
+    "B-BUILDINGNUMBER": 27,
+    "B-CITY": 20,
+    "B-COMPANYNAME": 6,
+    "B-COUNTY": 30,
+    "B-CREDITCARDCVV": 37,
+    "B-CREDITCARDISSUER": 35,
+    "B-CREDITCARDNUMBER": 24,
+    "B-EMAIL": 8,
+    "B-FIRSTNAME": 1,
+    "B-FULLNAME": 44,
+    "B-IBAN": 14,
+    "B-LASTNAME": 4,
+    "B-MIDDLENAME": 3,
+    "B-NAME": 46,
+    "B-NUMBER": 48,
+    "B-PHONENUMBER": 31,
+    "B-PIN": 41,
+    "B-SECONDARYADDRESS": 33,
+    "B-STATE": 26,
+    "B-STREET": 39,
+    "B-STREETADDRESS": 18,
+    "B-URL": 10,
+    "B-USERNAME": 22,
+    "I-ACCOUNTNAME": 13,
+    "I-ACCOUNTNUMBER": 17,
+    "I-BUILDINGNUMBER": 28,
+    "I-CITY": 21,
+    "I-COMPANYNAME": 7,
+    "I-COUNTY": 50,
+    "I-CREDITCARDCVV": 38,
+    "I-CREDITCARDISSUER": 36,
+    "I-CREDITCARDNUMBER": 25,
+    "I-EMAIL": 9,
+    "I-FIRSTNAME": 2,
+    "I-FULLNAME": 45,
+    "I-IBAN": 15,
+    "I-LASTNAME": 5,
+    "I-MIDDLENAME": 43,
+    "I-NAME": 47,
+    "I-NUMBER": 49,
+    "I-PHONENUMBER": 32,
+    "I-PIN": 42,
+    "I-SECONDARYADDRESS": 34,
+    "I-STATE": 29,
+    "I-STREET": 40,
+    "I-STREETADDRESS": 19,
+    "I-URL": 11,
+    "I-USERNAME": 23,
+    "O": 0
+  },
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.45.2",
+  "vocab_size": 30522
+}

model.safetensors

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+size 265620748

runs/Oct11_12-35-36_ip-172-16-44-211.eu-west-1.compute.internal/events.out.tfevents.1728650138.ip-172-16-44-211.eu-west-1.compute.internal.22361.0

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runs/Oct14_04-57-52_ip-172-16-40-248.eu-west-1.compute.internal/events.out.tfevents.1728881882.ip-172-16-40-248.eu-west-1.compute.internal.2492.0

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special_tokens_map.json

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

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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