Training in progress, epoch 1

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "prajjwal1/bert-mini",
+  "_name_or_path": "google/bert_uncased_L-8_H-512_A-8",
   "architectures": [
     "BertForTokenClassification"
   ],
@@ -7,244 +7,244 @@
   "classifier_dropout": null,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.1,
-  "hidden_size": 256,
+  "hidden_size": 512,
   "id2label": {
     "0": "O",
-    "1": "B-IPV4",
-    "2": "I-IPV4",
+    "1": "B-BUILDINGNUMBER",
+    "2": "I-BUILDINGNUMBER",
     "3": "B-BIC",
     "4": "I-BIC",
-    "5": "B-MASKEDNUMBER",
-    "6": "I-MASKEDNUMBER",
-    "7": "B-USERAGENT",
-    "8": "I-USERAGENT",
-    "9": "B-ZIPCODE",
-    "10": "I-ZIPCODE",
-    "11": "B-HEIGHT",
-    "12": "I-HEIGHT",
+    "5": "B-CREDITCARDISSUER",
+    "6": "I-CREDITCARDISSUER",
+    "7": "B-STATE",
+    "8": "I-STATE",
+    "9": "B-COMPANYNAME",
+    "10": "I-COMPANYNAME",
+    "11": "B-USERNAME",
+    "12": "I-USERNAME",
     "13": "B-VEHICLEVRM",
     "14": "I-VEHICLEVRM",
-    "15": "B-MAC",
-    "16": "I-MAC",
-    "17": "B-URL",
-    "18": "I-URL",
-    "19": "B-IP",
-    "20": "I-IP",
-    "21": "B-GENDER",
-    "22": "I-GENDER",
-    "23": "B-PREFIX",
-    "24": "I-PREFIX",
-    "25": "B-STATE",
-    "26": "I-STATE",
-    "27": "B-AGE",
-    "28": "I-AGE",
-    "29": "B-PIN",
-    "30": "I-PIN",
-    "31": "B-IBAN",
-    "32": "I-IBAN",
-    "33": "B-COMPANYNAME",
-    "34": "I-COMPANYNAME",
-    "35": "B-STREET",
-    "36": "I-STREET",
-    "37": "B-CREDITCARDNUMBER",
-    "38": "I-CREDITCARDNUMBER",
-    "39": "B-DOB",
-    "40": "I-DOB",
-    "41": "B-IPV6",
-    "42": "I-IPV6",
-    "43": "B-VEHICLEVIN",
-    "44": "I-VEHICLEVIN",
-    "45": "B-CURRENCYCODE",
-    "46": "I-CURRENCYCODE",
-    "47": "B-USERNAME",
-    "48": "I-USERNAME",
-    "49": "B-JOBAREA",
-    "50": "I-JOBAREA",
-    "51": "B-EYECOLOR",
-    "52": "I-EYECOLOR",
-    "53": "B-MIDDLENAME",
-    "54": "I-MIDDLENAME",
-    "55": "B-EMAIL",
-    "56": "I-EMAIL",
-    "57": "B-CURRENCYNAME",
-    "58": "I-CURRENCYNAME",
-    "59": "B-COUNTY",
-    "60": "I-COUNTY",
-    "61": "B-CURRENCY",
-    "62": "I-CURRENCY",
-    "63": "B-ORDINALDIRECTION",
-    "64": "I-ORDINALDIRECTION",
-    "65": "B-ACCOUNTNUMBER",
-    "66": "I-ACCOUNTNUMBER",
-    "67": "B-TIME",
-    "68": "I-TIME",
-    "69": "B-ACCOUNTNAME",
-    "70": "I-ACCOUNTNAME",
-    "71": "B-CREDITCARDCVV",
-    "72": "I-CREDITCARDCVV",
-    "73": "B-DATE",
-    "74": "I-DATE",
-    "75": "B-LITECOINADDRESS",
-    "76": "I-LITECOINADDRESS",
-    "77": "B-AMOUNT",
-    "78": "I-AMOUNT",
-    "79": "B-ETHEREUMADDRESS",
-    "80": "I-ETHEREUMADDRESS",
-    "81": "B-PHONENUMBER",
-    "82": "I-PHONENUMBER",
-    "83": "B-CITY",
-    "84": "I-CITY",
-    "85": "B-SEX",
-    "86": "I-SEX",
-    "87": "B-CREDITCARDISSUER",
-    "88": "I-CREDITCARDISSUER",
-    "89": "B-SSN",
-    "90": "I-SSN",
-    "91": "B-PHONEIMEI",
-    "92": "I-PHONEIMEI",
-    "93": "B-NEARBYGPSCOORDINATE",
-    "94": "I-NEARBYGPSCOORDINATE",
-    "95": "B-CURRENCYSYMBOL",
-    "96": "I-CURRENCYSYMBOL",
-    "97": "B-BITCOINADDRESS",
-    "98": "I-BITCOINADDRESS",
-    "99": "B-PASSWORD",
-    "100": "I-PASSWORD",
-    "101": "B-JOBTYPE",
-    "102": "I-JOBTYPE",
-    "103": "B-JOBTITLE",
-    "104": "I-JOBTITLE",
-    "105": "B-LASTNAME",
-    "106": "I-LASTNAME",
-    "107": "B-FIRSTNAME",
-    "108": "I-FIRSTNAME",
-    "109": "B-BUILDINGNUMBER",
-    "110": "I-BUILDINGNUMBER",
-    "111": "B-SECONDARYADDRESS",
-    "112": "I-SECONDARYADDRESS"
+    "15": "B-JOBTYPE",
+    "16": "I-JOBTYPE",
+    "17": "B-IPV4",
+    "18": "I-IPV4",
+    "19": "B-FIRSTNAME",
+    "20": "I-FIRSTNAME",
+    "21": "B-COUNTY",
+    "22": "I-COUNTY",
+    "23": "B-IBAN",
+    "24": "I-IBAN",
+    "25": "B-SECONDARYADDRESS",
+    "26": "I-SECONDARYADDRESS",
+    "27": "B-SEX",
+    "28": "I-SEX",
+    "29": "B-DOB",
+    "30": "I-DOB",
+    "31": "B-VEHICLEVIN",
+    "32": "I-VEHICLEVIN",
+    "33": "B-ZIPCODE",
+    "34": "I-ZIPCODE",
+    "35": "B-EYECOLOR",
+    "36": "I-EYECOLOR",
+    "37": "B-LASTNAME",
+    "38": "I-LASTNAME",
+    "39": "B-STREET",
+    "40": "I-STREET",
+    "41": "B-PREFIX",
+    "42": "I-PREFIX",
+    "43": "B-ORDINALDIRECTION",
+    "44": "I-ORDINALDIRECTION",
+    "45": "B-CURRENCY",
+    "46": "I-CURRENCY",
+    "47": "B-JOBAREA",
+    "48": "I-JOBAREA",
+    "49": "B-MASKEDNUMBER",
+    "50": "I-MASKEDNUMBER",
+    "51": "B-EMAIL",
+    "52": "I-EMAIL",
+    "53": "B-ACCOUNTNUMBER",
+    "54": "I-ACCOUNTNUMBER",
+    "55": "B-CREDITCARDCVV",
+    "56": "I-CREDITCARDCVV",
+    "57": "B-CURRENCYSYMBOL",
+    "58": "I-CURRENCYSYMBOL",
+    "59": "B-TIME",
+    "60": "I-TIME",
+    "61": "B-HEIGHT",
+    "62": "I-HEIGHT",
+    "63": "B-IP",
+    "64": "I-IP",
+    "65": "B-ACCOUNTNAME",
+    "66": "I-ACCOUNTNAME",
+    "67": "B-DATE",
+    "68": "I-DATE",
+    "69": "B-GENDER",
+    "70": "I-GENDER",
+    "71": "B-AMOUNT",
+    "72": "I-AMOUNT",
+    "73": "B-JOBTITLE",
+    "74": "I-JOBTITLE",
+    "75": "B-CREDITCARDNUMBER",
+    "76": "I-CREDITCARDNUMBER",
+    "77": "B-AGE",
+    "78": "I-AGE",
+    "79": "B-SSN",
+    "80": "I-SSN",
+    "81": "B-PIN",
+    "82": "I-PIN",
+    "83": "B-PHONEIMEI",
+    "84": "I-PHONEIMEI",
+    "85": "B-BITCOINADDRESS",
+    "86": "I-BITCOINADDRESS",
+    "87": "B-LITECOINADDRESS",
+    "88": "I-LITECOINADDRESS",
+    "89": "B-USERAGENT",
+    "90": "I-USERAGENT",
+    "91": "B-URL",
+    "92": "I-URL",
+    "93": "B-PASSWORD",
+    "94": "I-PASSWORD",
+    "95": "B-IPV6",
+    "96": "I-IPV6",
+    "97": "B-CURRENCYCODE",
+    "98": "I-CURRENCYCODE",
+    "99": "B-MIDDLENAME",
+    "100": "I-MIDDLENAME",
+    "101": "B-CITY",
+    "102": "I-CITY",
+    "103": "B-NEARBYGPSCOORDINATE",
+    "104": "I-NEARBYGPSCOORDINATE",
+    "105": "B-ETHEREUMADDRESS",
+    "106": "I-ETHEREUMADDRESS",
+    "107": "B-PHONENUMBER",
+    "108": "I-PHONENUMBER",
+    "109": "B-CURRENCYNAME",
+    "110": "I-CURRENCYNAME",
+    "111": "B-MAC",
+    "112": "I-MAC"
   },
   "initializer_range": 0.02,
-  "intermediate_size": 1024,
+  "intermediate_size": 2048,
   "label2id": {
-    "B-ACCOUNTNAME": 69,
-    "B-ACCOUNTNUMBER": 65,
-    "B-AGE": 27,
-    "B-AMOUNT": 77,
+    "B-ACCOUNTNAME": 65,
+    "B-ACCOUNTNUMBER": 53,
+    "B-AGE": 77,
+    "B-AMOUNT": 71,
     "B-BIC": 3,
-    "B-BITCOINADDRESS": 97,
-    "B-BUILDINGNUMBER": 109,
-    "B-CITY": 83,
-    "B-COMPANYNAME": 33,
-    "B-COUNTY": 59,
-    "B-CREDITCARDCVV": 71,
-    "B-CREDITCARDISSUER": 87,
-    "B-CREDITCARDNUMBER": 37,
-    "B-CURRENCY": 61,
-    "B-CURRENCYCODE": 45,
-    "B-CURRENCYNAME": 57,
-    "B-CURRENCYSYMBOL": 95,
-    "B-DATE": 73,
-    "B-DOB": 39,
-    "B-EMAIL": 55,
-    "B-ETHEREUMADDRESS": 79,
-    "B-EYECOLOR": 51,
-    "B-FIRSTNAME": 107,
-    "B-GENDER": 21,
-    "B-HEIGHT": 11,
-    "B-IBAN": 31,
-    "B-IP": 19,
-    "B-IPV4": 1,
-    "B-IPV6": 41,
-    "B-JOBAREA": 49,
-    "B-JOBTITLE": 103,
-    "B-JOBTYPE": 101,
-    "B-LASTNAME": 105,
-    "B-LITECOINADDRESS": 75,
-    "B-MAC": 15,
-    "B-MASKEDNUMBER": 5,
-    "B-MIDDLENAME": 53,
-    "B-NEARBYGPSCOORDINATE": 93,
-    "B-ORDINALDIRECTION": 63,
-    "B-PASSWORD": 99,
-    "B-PHONEIMEI": 91,
-    "B-PHONENUMBER": 81,
-    "B-PIN": 29,
-    "B-PREFIX": 23,
-    "B-SECONDARYADDRESS": 111,
-    "B-SEX": 85,
-    "B-SSN": 89,
-    "B-STATE": 25,
-    "B-STREET": 35,
-    "B-TIME": 67,
-    "B-URL": 17,
-    "B-USERAGENT": 7,
-    "B-USERNAME": 47,
-    "B-VEHICLEVIN": 43,
+    "B-BITCOINADDRESS": 85,
+    "B-BUILDINGNUMBER": 1,
+    "B-CITY": 101,
+    "B-COMPANYNAME": 9,
+    "B-COUNTY": 21,
+    "B-CREDITCARDCVV": 55,
+    "B-CREDITCARDISSUER": 5,
+    "B-CREDITCARDNUMBER": 75,
+    "B-CURRENCY": 45,
+    "B-CURRENCYCODE": 97,
+    "B-CURRENCYNAME": 109,
+    "B-CURRENCYSYMBOL": 57,
+    "B-DATE": 67,
+    "B-DOB": 29,
+    "B-EMAIL": 51,
+    "B-ETHEREUMADDRESS": 105,
+    "B-EYECOLOR": 35,
+    "B-FIRSTNAME": 19,
+    "B-GENDER": 69,
+    "B-HEIGHT": 61,
+    "B-IBAN": 23,
+    "B-IP": 63,
+    "B-IPV4": 17,
+    "B-IPV6": 95,
+    "B-JOBAREA": 47,
+    "B-JOBTITLE": 73,
+    "B-JOBTYPE": 15,
+    "B-LASTNAME": 37,
+    "B-LITECOINADDRESS": 87,
+    "B-MAC": 111,
+    "B-MASKEDNUMBER": 49,
+    "B-MIDDLENAME": 99,
+    "B-NEARBYGPSCOORDINATE": 103,
+    "B-ORDINALDIRECTION": 43,
+    "B-PASSWORD": 93,
+    "B-PHONEIMEI": 83,
+    "B-PHONENUMBER": 107,
+    "B-PIN": 81,
+    "B-PREFIX": 41,
+    "B-SECONDARYADDRESS": 25,
+    "B-SEX": 27,
+    "B-SSN": 79,
+    "B-STATE": 7,
+    "B-STREET": 39,
+    "B-TIME": 59,
+    "B-URL": 91,
+    "B-USERAGENT": 89,
+    "B-USERNAME": 11,
+    "B-VEHICLEVIN": 31,
     "B-VEHICLEVRM": 13,
-    "B-ZIPCODE": 9,
-    "I-ACCOUNTNAME": 70,
-    "I-ACCOUNTNUMBER": 66,
-    "I-AGE": 28,
-    "I-AMOUNT": 78,
+    "B-ZIPCODE": 33,
+    "I-ACCOUNTNAME": 66,
+    "I-ACCOUNTNUMBER": 54,
+    "I-AGE": 78,
+    "I-AMOUNT": 72,
     "I-BIC": 4,
-    "I-BITCOINADDRESS": 98,
-    "I-BUILDINGNUMBER": 110,
-    "I-CITY": 84,
-    "I-COMPANYNAME": 34,
-    "I-COUNTY": 60,
-    "I-CREDITCARDCVV": 72,
-    "I-CREDITCARDISSUER": 88,
-    "I-CREDITCARDNUMBER": 38,
-    "I-CURRENCY": 62,
-    "I-CURRENCYCODE": 46,
-    "I-CURRENCYNAME": 58,
-    "I-CURRENCYSYMBOL": 96,
-    "I-DATE": 74,
-    "I-DOB": 40,
-    "I-EMAIL": 56,
-    "I-ETHEREUMADDRESS": 80,
-    "I-EYECOLOR": 52,
-    "I-FIRSTNAME": 108,
-    "I-GENDER": 22,
-    "I-HEIGHT": 12,
-    "I-IBAN": 32,
-    "I-IP": 20,
-    "I-IPV4": 2,
-    "I-IPV6": 42,
-    "I-JOBAREA": 50,
-    "I-JOBTITLE": 104,
-    "I-JOBTYPE": 102,
-    "I-LASTNAME": 106,
-    "I-LITECOINADDRESS": 76,
-    "I-MAC": 16,
-    "I-MASKEDNUMBER": 6,
-    "I-MIDDLENAME": 54,
-    "I-NEARBYGPSCOORDINATE": 94,
-    "I-ORDINALDIRECTION": 64,
-    "I-PASSWORD": 100,
-    "I-PHONEIMEI": 92,
-    "I-PHONENUMBER": 82,
-    "I-PIN": 30,
-    "I-PREFIX": 24,
-    "I-SECONDARYADDRESS": 112,
-    "I-SEX": 86,
-    "I-SSN": 90,
-    "I-STATE": 26,
-    "I-STREET": 36,
-    "I-TIME": 68,
-    "I-URL": 18,
-    "I-USERAGENT": 8,
-    "I-USERNAME": 48,
-    "I-VEHICLEVIN": 44,
+    "I-BITCOINADDRESS": 86,
+    "I-BUILDINGNUMBER": 2,
+    "I-CITY": 102,
+    "I-COMPANYNAME": 10,
+    "I-COUNTY": 22,
+    "I-CREDITCARDCVV": 56,
+    "I-CREDITCARDISSUER": 6,
+    "I-CREDITCARDNUMBER": 76,
+    "I-CURRENCY": 46,
+    "I-CURRENCYCODE": 98,
+    "I-CURRENCYNAME": 110,
+    "I-CURRENCYSYMBOL": 58,
+    "I-DATE": 68,
+    "I-DOB": 30,
+    "I-EMAIL": 52,
+    "I-ETHEREUMADDRESS": 106,
+    "I-EYECOLOR": 36,
+    "I-FIRSTNAME": 20,
+    "I-GENDER": 70,
+    "I-HEIGHT": 62,
+    "I-IBAN": 24,
+    "I-IP": 64,
+    "I-IPV4": 18,
+    "I-IPV6": 96,
+    "I-JOBAREA": 48,
+    "I-JOBTITLE": 74,
+    "I-JOBTYPE": 16,
+    "I-LASTNAME": 38,
+    "I-LITECOINADDRESS": 88,
+    "I-MAC": 112,
+    "I-MASKEDNUMBER": 50,
+    "I-MIDDLENAME": 100,
+    "I-NEARBYGPSCOORDINATE": 104,
+    "I-ORDINALDIRECTION": 44,
+    "I-PASSWORD": 94,
+    "I-PHONEIMEI": 84,
+    "I-PHONENUMBER": 108,
+    "I-PIN": 82,
+    "I-PREFIX": 42,
+    "I-SECONDARYADDRESS": 26,
+    "I-SEX": 28,
+    "I-SSN": 80,
+    "I-STATE": 8,
+    "I-STREET": 40,
+    "I-TIME": 60,
+    "I-URL": 92,
+    "I-USERAGENT": 90,
+    "I-USERNAME": 12,
+    "I-VEHICLEVIN": 32,
     "I-VEHICLEVRM": 14,
-    "I-ZIPCODE": 10,
+    "I-ZIPCODE": 34,
     "O": 0
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,
   "model_type": "bert",
-  "num_attention_heads": 4,
-  "num_hidden_layers": 4,
+  "num_attention_heads": 8,
+  "num_hidden_layers": 8,
   "pad_token_id": 0,
   "position_embedding_type": "absolute",
   "torch_dtype": "float32",

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:64b35549be667c1549d862037915c5ab65bef0f34959b026a5a694ea5f28010e
-size 44543364
+oid sha256:4d87fc414acf1c35a092e7916b123b2c9f13b170a776d57085ca4a1fc75dad92
+size 164689684

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:66fadb07e9910f11b222583ea9852888ce5978e69f6c23574216c6c9123a197f
+oid sha256:a8b5f8d535a948fd87ab65334e081ce03e2bdfebfc2be73110b4f9a5ad73b99f
 size 4664