Training in progress, step 2500

config.json

@@ -0,0 +1,263 @@
+{
+  "_name_or_path": "prajjwal1/bert-tiny",
+  "architectures": [
+    "BertForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 128,
+  "id2label": {
+    "0": "O",
+    "1": "B-O",
+    "2": "I-O",
+    "3": "L-O",
+    "4": "U-O",
+    "5": "B-PERSON",
+    "6": "I-PERSON",
+    "7": "L-PERSON",
+    "8": "U-PERSON",
+    "9": "B-LOCATION",
+    "10": "I-LOCATION",
+    "11": "L-LOCATION",
+    "12": "U-LOCATION",
+    "13": "B-ORGANIZATION",
+    "14": "I-ORGANIZATION",
+    "15": "L-ORGANIZATION",
+    "16": "U-ORGANIZATION",
+    "17": "B-NRP",
+    "18": "I-NRP",
+    "19": "L-NRP",
+    "20": "U-NRP",
+    "21": "B-DATE_TIME",
+    "22": "I-DATE_TIME",
+    "23": "L-DATE_TIME",
+    "24": "U-DATE_TIME",
+    "25": "B-CREDIT_CARD",
+    "26": "I-CREDIT_CARD",
+    "27": "L-CREDIT_CARD",
+    "28": "U-CREDIT_CARD",
+    "29": "B-URL",
+    "30": "I-URL",
+    "31": "L-URL",
+    "32": "U-URL",
+    "33": "B-IBAN_CODE",
+    "34": "I-IBAN_CODE",
+    "35": "L-IBAN_CODE",
+    "36": "U-IBAN_CODE",
+    "37": "B-US_BANK_NUMBER",
+    "38": "I-US_BANK_NUMBER",
+    "39": "L-US_BANK_NUMBER",
+    "40": "U-US_BANK_NUMBER",
+    "41": "B-PHONE_NUMBER",
+    "42": "I-PHONE_NUMBER",
+    "43": "L-PHONE_NUMBER",
+    "44": "U-PHONE_NUMBER",
+    "45": "B-US_SSN",
+    "46": "I-US_SSN",
+    "47": "L-US_SSN",
+    "48": "U-US_SSN",
+    "49": "B-US_PASSPORT",
+    "50": "I-US_PASSPORT",
+    "51": "L-US_PASSPORT",
+    "52": "U-US_PASSPORT",
+    "53": "B-US_DRIVER_LICENSE",
+    "54": "I-US_DRIVER_LICENSE",
+    "55": "L-US_DRIVER_LICENSE",
+    "56": "U-US_DRIVER_LICENSE",
+    "57": "B-US_LICENSE_PLATE",
+    "58": "I-US_LICENSE_PLATE",
+    "59": "L-US_LICENSE_PLATE",
+    "60": "U-US_LICENSE_PLATE",
+    "61": "B-IP_ADDRESS",
+    "62": "I-IP_ADDRESS",
+    "63": "L-IP_ADDRESS",
+    "64": "U-IP_ADDRESS",
+    "65": "B-US_ITIN",
+    "66": "I-US_ITIN",
+    "67": "L-US_ITIN",
+    "68": "U-US_ITIN",
+    "69": "B-EMAIL_ADDRESS",
+    "70": "I-EMAIL_ADDRESS",
+    "71": "L-EMAIL_ADDRESS",
+    "72": "U-EMAIL_ADDRESS",
+    "73": "B-TITLE",
+    "74": "I-TITLE",
+    "75": "L-TITLE",
+    "76": "U-TITLE",
+    "77": "B-COORDINATE",
+    "78": "I-COORDINATE",
+    "79": "L-COORDINATE",
+    "80": "U-COORDINATE",
+    "81": "B-IMEI",
+    "82": "I-IMEI",
+    "83": "L-IMEI",
+    "84": "U-IMEI",
+    "85": "B-PASSWORD",
+    "86": "I-PASSWORD",
+    "87": "L-PASSWORD",
+    "88": "U-PASSWORD",
+    "89": "B-LICENSE_PLATE",
+    "90": "I-LICENSE_PLATE",
+    "91": "L-LICENSE_PLATE",
+    "92": "U-LICENSE_PLATE",
+    "93": "B-CURRENCY",
+    "94": "I-CURRENCY",
+    "95": "L-CURRENCY",
+    "96": "U-CURRENCY",
+    "97": "B-FINANCIAL",
+    "98": "I-FINANCIAL",
+    "99": "L-FINANCIAL",
+    "100": "U-FINANCIAL",
+    "101": "B-ROUTING_NUMBER",
+    "102": "I-ROUTING_NUMBER",
+    "103": "L-ROUTING_NUMBER",
+    "104": "U-ROUTING_NUMBER",
+    "105": "B-SWIFT_CODE",
+    "106": "I-SWIFT_CODE",
+    "107": "L-SWIFT_CODE",
+    "108": "U-SWIFT_CODE",
+    "109": "B-MAC_ADDRESS",
+    "110": "I-MAC_ADDRESS",
+    "111": "L-MAC_ADDRESS",
+    "112": "U-MAC_ADDRESS",
+    "113": "B-AGE",
+    "114": "I-AGE",
+    "115": "L-AGE",
+    "116": "U-AGE"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 512,
+  "label2id": {
+    "B-AGE": 113,
+    "B-COORDINATE": 77,
+    "B-CREDIT_CARD": 25,
+    "B-CURRENCY": 93,
+    "B-DATE_TIME": 21,
+    "B-EMAIL_ADDRESS": 69,
+    "B-FINANCIAL": 97,
+    "B-IBAN_CODE": 33,
+    "B-IMEI": 81,
+    "B-IP_ADDRESS": 61,
+    "B-LICENSE_PLATE": 89,
+    "B-LOCATION": 9,
+    "B-MAC_ADDRESS": 109,
+    "B-NRP": 17,
+    "B-O": 1,
+    "B-ORGANIZATION": 13,
+    "B-PASSWORD": 85,
+    "B-PERSON": 5,
+    "B-PHONE_NUMBER": 41,
+    "B-ROUTING_NUMBER": 101,
+    "B-SWIFT_CODE": 105,
+    "B-TITLE": 73,
+    "B-URL": 29,
+    "B-US_BANK_NUMBER": 37,
+    "B-US_DRIVER_LICENSE": 53,
+    "B-US_ITIN": 65,
+    "B-US_LICENSE_PLATE": 57,
+    "B-US_PASSPORT": 49,
+    "B-US_SSN": 45,
+    "I-AGE": 114,
+    "I-COORDINATE": 78,
+    "I-CREDIT_CARD": 26,
+    "I-CURRENCY": 94,
+    "I-DATE_TIME": 22,
+    "I-EMAIL_ADDRESS": 70,
+    "I-FINANCIAL": 98,
+    "I-IBAN_CODE": 34,
+    "I-IMEI": 82,
+    "I-IP_ADDRESS": 62,
+    "I-LICENSE_PLATE": 90,
+    "I-LOCATION": 10,
+    "I-MAC_ADDRESS": 110,
+    "I-NRP": 18,
+    "I-O": 2,
+    "I-ORGANIZATION": 14,
+    "I-PASSWORD": 86,
+    "I-PERSON": 6,
+    "I-PHONE_NUMBER": 42,
+    "I-ROUTING_NUMBER": 102,
+    "I-SWIFT_CODE": 106,
+    "I-TITLE": 74,
+    "I-URL": 30,
+    "I-US_BANK_NUMBER": 38,
+    "I-US_DRIVER_LICENSE": 54,
+    "I-US_ITIN": 66,
+    "I-US_LICENSE_PLATE": 58,
+    "I-US_PASSPORT": 50,
+    "I-US_SSN": 46,
+    "L-AGE": 115,
+    "L-COORDINATE": 79,
+    "L-CREDIT_CARD": 27,
+    "L-CURRENCY": 95,
+    "L-DATE_TIME": 23,
+    "L-EMAIL_ADDRESS": 71,
+    "L-FINANCIAL": 99,
+    "L-IBAN_CODE": 35,
+    "L-IMEI": 83,
+    "L-IP_ADDRESS": 63,
+    "L-LICENSE_PLATE": 91,
+    "L-LOCATION": 11,
+    "L-MAC_ADDRESS": 111,
+    "L-NRP": 19,
+    "L-O": 3,
+    "L-ORGANIZATION": 15,
+    "L-PASSWORD": 87,
+    "L-PERSON": 7,
+    "L-PHONE_NUMBER": 43,
+    "L-ROUTING_NUMBER": 103,
+    "L-SWIFT_CODE": 107,
+    "L-TITLE": 75,
+    "L-URL": 31,
+    "L-US_BANK_NUMBER": 39,
+    "L-US_DRIVER_LICENSE": 55,
+    "L-US_ITIN": 67,
+    "L-US_LICENSE_PLATE": 59,
+    "L-US_PASSPORT": 51,
+    "L-US_SSN": 47,
+    "O": 0,
+    "U-AGE": 116,
+    "U-COORDINATE": 80,
+    "U-CREDIT_CARD": 28,
+    "U-CURRENCY": 96,
+    "U-DATE_TIME": 24,
+    "U-EMAIL_ADDRESS": 72,
+    "U-FINANCIAL": 100,
+    "U-IBAN_CODE": 36,
+    "U-IMEI": 84,
+    "U-IP_ADDRESS": 64,
+    "U-LICENSE_PLATE": 92,
+    "U-LOCATION": 12,
+    "U-MAC_ADDRESS": 112,
+    "U-NRP": 20,
+    "U-O": 4,
+    "U-ORGANIZATION": 16,
+    "U-PASSWORD": 88,
+    "U-PERSON": 8,
+    "U-PHONE_NUMBER": 44,
+    "U-ROUTING_NUMBER": 104,
+    "U-SWIFT_CODE": 108,
+    "U-TITLE": 76,
+    "U-URL": 32,
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+    "U-US_ITIN": 68,
+    "U-US_LICENSE_PLATE": 60,
+    "U-US_PASSPORT": 52,
+    "U-US_SSN": 48
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 2,
+  "num_hidden_layers": 2,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

model.safetensors

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+size 17542420

runs/Dec23_04-07-26_cf6a4d141451/events.out.tfevents.1703304455.cf6a4d141451.215.2

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special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,57 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "single_word": false,
+      "special": true
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+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "never_split": null,
+  "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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