Training in progress, epoch 1

config.json

@@ -12,159 +12,135 @@
     "0": "O",
     "1": "B-FIRSTNAME",
     "2": "I-FIRSTNAME",
-    "3": "B-IPV4",
-    "4": "I-IPV4",
+    "3": "B-CITY",
+    "4": "I-CITY",
     "5": "B-AGE",
     "6": "I-AGE",
-    "7": "B-URL",
-    "8": "I-URL",
-    "9": "B-PASSWORD",
-    "10": "I-PASSWORD",
-    "11": "B-AMOUNT",
-    "12": "I-AMOUNT",
-    "13": "B-PHONENUMBER",
-    "14": "I-PHONENUMBER",
-    "15": "B-ACCOUNTNAME",
-    "16": "I-ACCOUNTNAME",
-    "17": "B-IP",
-    "18": "I-IP",
-    "19": "B-COUNTY",
-    "20": "I-COUNTY",
-    "21": "B-EMAIL",
-    "22": "I-EMAIL",
-    "23": "B-CREDITCARDNUMBER",
-    "24": "I-CREDITCARDNUMBER",
-    "25": "B-PREFIX",
-    "26": "I-PREFIX",
-    "27": "B-LASTNAME",
-    "28": "I-LASTNAME",
-    "29": "B-STREET",
-    "30": "I-STREET",
-    "31": "B-SECONDARYADDRESS",
-    "32": "I-SECONDARYADDRESS",
-    "33": "B-ZIPCODE",
-    "34": "I-ZIPCODE",
-    "35": "B-STATE",
-    "36": "I-STATE",
-    "37": "B-MIDDLENAME",
-    "38": "I-MIDDLENAME",
-    "39": "B-IPV6",
-    "40": "I-IPV6",
-    "41": "B-USERNAME",
-    "42": "I-USERNAME",
-    "43": "B-GENDER",
-    "44": "I-GENDER",
-    "45": "B-COMPANYNAME",
-    "46": "I-COMPANYNAME",
-    "47": "B-DATE",
-    "48": "I-DATE",
-    "49": "B-IBAN",
-    "50": "I-IBAN",
-    "51": "B-CREDITCARDCVV",
-    "52": "I-CREDITCARDCVV",
-    "53": "B-DOB",
-    "54": "I-DOB",
-    "55": "B-ACCOUNTNUMBER",
-    "56": "I-ACCOUNTNUMBER",
-    "57": "B-SEX",
-    "58": "I-SEX",
-    "59": "B-PHONEIMEI",
-    "60": "I-PHONEIMEI",
-    "61": "B-SSN",
-    "62": "I-SSN",
-    "63": "B-CREDITCARDISSUER",
-    "64": "I-CREDITCARDISSUER",
-    "65": "B-BUILDINGNUMBER",
-    "66": "I-BUILDINGNUMBER",
-    "67": "B-PIN",
-    "68": "I-PIN",
-    "69": "B-MASKEDNUMBER",
-    "70": "I-MASKEDNUMBER",
-    "71": "B-VEHICLEVRM",
-    "72": "I-VEHICLEVRM",
-    "73": "B-CITY",
-    "74": "I-CITY",
-    "75": "B-VEHICLEVIN",
-    "76": "I-VEHICLEVIN"
+    "7": "B-EMAIL",
+    "8": "I-EMAIL",
+    "9": "B-USERNAME",
+    "10": "I-USERNAME",
+    "11": "B-DATE",
+    "12": "I-DATE",
+    "13": "B-URL",
+    "14": "I-URL",
+    "15": "B-PIN",
+    "16": "I-PIN",
+    "17": "B-DOB",
+    "18": "I-DOB",
+    "19": "B-LASTNAME",
+    "20": "I-LASTNAME",
+    "21": "B-COMPANYNAME",
+    "22": "I-COMPANYNAME",
+    "23": "B-ACCOUNTNAME",
+    "24": "I-ACCOUNTNAME",
+    "25": "B-MIDDLENAME",
+    "26": "I-MIDDLENAME",
+    "27": "B-IBAN",
+    "28": "I-IBAN",
+    "29": "B-CREDITCARDNUMBER",
+    "30": "I-CREDITCARDNUMBER",
+    "31": "B-CREDITCARDISSUER",
+    "32": "I-CREDITCARDISSUER",
+    "33": "B-SSN",
+    "34": "I-SSN",
+    "35": "B-GENDER",
+    "36": "I-GENDER",
+    "37": "B-COUNTY",
+    "38": "I-COUNTY",
+    "39": "B-STATE",
+    "40": "I-STATE",
+    "41": "B-SEX",
+    "42": "I-SEX",
+    "43": "B-AMOUNT",
+    "44": "I-AMOUNT",
+    "45": "B-PREFIX",
+    "46": "I-PREFIX",
+    "47": "B-ACCOUNTNUMBER",
+    "48": "I-ACCOUNTNUMBER",
+    "49": "B-PHONENUMBER",
+    "50": "I-PHONENUMBER",
+    "51": "B-ZIPCODE",
+    "52": "I-ZIPCODE",
+    "53": "B-PHONEIMEI",
+    "54": "I-PHONEIMEI",
+    "55": "B-PASSWORD",
+    "56": "I-PASSWORD",
+    "57": "B-BUILDINGNUMBER",
+    "58": "I-BUILDINGNUMBER",
+    "59": "B-STREET",
+    "60": "I-STREET",
+    "61": "B-SECONDARYADDRESS",
+    "62": "I-SECONDARYADDRESS",
+    "63": "B-CREDITCARDCVV",
+    "64": "I-CREDITCARDCVV"
   },
   "initializer_range": 0.02,
   "label2id": {
-    "B-ACCOUNTNAME": 15,
-    "B-ACCOUNTNUMBER": 55,
+    "B-ACCOUNTNAME": 23,
+    "B-ACCOUNTNUMBER": 47,
     "B-AGE": 5,
-    "B-AMOUNT": 11,
-    "B-BUILDINGNUMBER": 65,
-    "B-CITY": 73,
-    "B-COMPANYNAME": 45,
-    "B-COUNTY": 19,
-    "B-CREDITCARDCVV": 51,
-    "B-CREDITCARDISSUER": 63,
-    "B-CREDITCARDNUMBER": 23,
-    "B-DATE": 47,
-    "B-DOB": 53,
-    "B-EMAIL": 21,
+    "B-AMOUNT": 43,
+    "B-BUILDINGNUMBER": 57,
+    "B-CITY": 3,
+    "B-COMPANYNAME": 21,
+    "B-COUNTY": 37,
+    "B-CREDITCARDCVV": 63,
+    "B-CREDITCARDISSUER": 31,
+    "B-CREDITCARDNUMBER": 29,
+    "B-DATE": 11,
+    "B-DOB": 17,
+    "B-EMAIL": 7,
     "B-FIRSTNAME": 1,
-    "B-GENDER": 43,
-    "B-IBAN": 49,
-    "B-IP": 17,
-    "B-IPV4": 3,
-    "B-IPV6": 39,
-    "B-LASTNAME": 27,
-    "B-MASKEDNUMBER": 69,
-    "B-MIDDLENAME": 37,
-    "B-PASSWORD": 9,
-    "B-PHONEIMEI": 59,
-    "B-PHONENUMBER": 13,
-    "B-PIN": 67,
-    "B-PREFIX": 25,
-    "B-SECONDARYADDRESS": 31,
-    "B-SEX": 57,
-    "B-SSN": 61,
-    "B-STATE": 35,
-    "B-STREET": 29,
-    "B-URL": 7,
-    "B-USERNAME": 41,
-    "B-VEHICLEVIN": 75,
-    "B-VEHICLEVRM": 71,
-    "B-ZIPCODE": 33,
-    "I-ACCOUNTNAME": 16,
-    "I-ACCOUNTNUMBER": 56,
+    "B-GENDER": 35,
+    "B-IBAN": 27,
+    "B-LASTNAME": 19,
+    "B-MIDDLENAME": 25,
+    "B-PASSWORD": 55,
+    "B-PHONEIMEI": 53,
+    "B-PHONENUMBER": 49,
+    "B-PIN": 15,
+    "B-PREFIX": 45,
+    "B-SECONDARYADDRESS": 61,
+    "B-SEX": 41,
+    "B-SSN": 33,
+    "B-STATE": 39,
+    "B-STREET": 59,
+    "B-URL": 13,
+    "B-USERNAME": 9,
+    "B-ZIPCODE": 51,
+    "I-ACCOUNTNAME": 24,
+    "I-ACCOUNTNUMBER": 48,
     "I-AGE": 6,
-    "I-AMOUNT": 12,
-    "I-BUILDINGNUMBER": 66,
-    "I-CITY": 74,
-    "I-COMPANYNAME": 46,
-    "I-COUNTY": 20,
-    "I-CREDITCARDCVV": 52,
-    "I-CREDITCARDISSUER": 64,
-    "I-CREDITCARDNUMBER": 24,
-    "I-DATE": 48,
-    "I-DOB": 54,
-    "I-EMAIL": 22,
+    "I-AMOUNT": 44,
+    "I-BUILDINGNUMBER": 58,
+    "I-CITY": 4,
+    "I-COMPANYNAME": 22,
+    "I-COUNTY": 38,
+    "I-CREDITCARDCVV": 64,
+    "I-CREDITCARDISSUER": 32,
+    "I-CREDITCARDNUMBER": 30,
+    "I-DATE": 12,
+    "I-DOB": 18,
+    "I-EMAIL": 8,
     "I-FIRSTNAME": 2,
-    "I-GENDER": 44,
-    "I-IBAN": 50,
-    "I-IP": 18,
-    "I-IPV4": 4,
-    "I-IPV6": 40,
-    "I-LASTNAME": 28,
-    "I-MASKEDNUMBER": 70,
-    "I-MIDDLENAME": 38,
-    "I-PASSWORD": 10,
-    "I-PHONEIMEI": 60,
-    "I-PHONENUMBER": 14,
-    "I-PIN": 68,
-    "I-PREFIX": 26,
-    "I-SECONDARYADDRESS": 32,
-    "I-SEX": 58,
-    "I-SSN": 62,
-    "I-STATE": 36,
-    "I-STREET": 30,
-    "I-URL": 8,
-    "I-USERNAME": 42,
-    "I-VEHICLEVIN": 76,
-    "I-VEHICLEVRM": 72,
-    "I-ZIPCODE": 34,
+    "I-GENDER": 36,
+    "I-IBAN": 28,
+    "I-LASTNAME": 20,
+    "I-MIDDLENAME": 26,
+    "I-PASSWORD": 56,
+    "I-PHONEIMEI": 54,
+    "I-PHONENUMBER": 50,
+    "I-PIN": 16,
+    "I-PREFIX": 46,
+    "I-SECONDARYADDRESS": 62,
+    "I-SEX": 42,
+    "I-SSN": 34,
+    "I-STATE": 40,
+    "I-STREET": 60,
+    "I-URL": 14,
+    "I-USERNAME": 10,
+    "I-ZIPCODE": 52,
     "O": 0
   },
   "max_position_embeddings": 512,
@@ -177,6 +153,6 @@
   "sinusoidal_pos_embds": false,
   "tie_weights_": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.38.2",
+  "transformers_version": "4.39.0",
   "vocab_size": 30522
 }

model.safetensors

@@ -1,3 +1,3 @@
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runs/Mar21_12-27-20_60be518ad7de/events.out.tfevents.1711024041.60be518ad7de.2457.0

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training_args.bin

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 size 4920