Auto-upload fine-tuned albert-base-v2 + Reports

.gitattributes

@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 bert-base-cased/predictions.json filter=lfs diff=lfs merge=lfs -text
 roberta-base/predictions.json filter=lfs diff=lfs merge=lfs -text
 distilbert-base-cased/predictions.json filter=lfs diff=lfs merge=lfs -text
+albert-base-v2/predictions.json filter=lfs diff=lfs merge=lfs -text

albert-base-v2/classification_report.txt

@@ -0,0 +1,62 @@
+                     precision    recall  f1-score   support
+
+        ACCOUNTNAME       0.99      1.00      1.00       135
+      ACCOUNTNUMBER       0.99      1.00      1.00       132
+                AGE       0.96      0.98      0.97       137
+             AMOUNT       0.97      0.99      0.98       148
+                BIC       0.94      0.94      0.94        35
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+     BUILDINGNUMBER       0.86      0.92      0.89       133
+               CITY       0.92      0.92      0.92       132
+        COMPANYNAME       1.00      1.00      1.00       125
+             COUNTY       0.97      0.93      0.95       120
+      CREDITCARDCVV       0.77      0.85      0.80        39
+   CREDITCARDISSUER       0.95      0.97      0.96        65
+   CREDITCARDNUMBER       0.83      0.94      0.88       108
+           CURRENCY       0.59      0.82      0.69        88
+       CURRENCYCODE       0.56      0.69      0.62        36
+       CURRENCYNAME       0.12      0.05      0.07        38
+     CURRENCYSYMBOL       0.87      0.90      0.88       110
+               DATE       0.78      0.96      0.86       219
+                DOB       0.73      0.54      0.62       100
+              EMAIL       1.00      1.00      1.00       214
+    ETHEREUMADDRESS       1.00      1.00      1.00        74
+           EYECOLOR       1.00      0.96      0.98        47
+          FIRSTNAME       0.96      0.97      0.96       638
+             GENDER       0.93      0.94      0.93       111
+             HEIGHT       1.00      1.00      1.00        48
+               IBAN       0.97      0.99      0.98       116
+                 IP       0.04      0.03      0.03       105
+               IPV4       0.67      0.97      0.79       120
+               IPV6       0.52      0.86      0.65       116
+            JOBAREA       0.92      0.93      0.93       144
+           JOBTITLE       0.94      0.99      0.97       147
+            JOBTYPE       0.89      0.93      0.91       133
+           LASTNAME       0.95      0.95      0.95       258
+    LITECOINADDRESS       0.80      0.90      0.85        49
+                MAC       0.98      0.98      0.98        61
+       MASKEDNUMBER       0.91      0.84      0.87        93
+         MIDDLENAME       0.87      0.86      0.86       134
+NEARBYGPSCOORDINATE       1.00      1.00      1.00        89
+   ORDINALDIRECTION       0.98      1.00      0.99        52
+           PASSWORD       0.96      0.99      0.97       134
+          PHONEIMEI       1.00      1.00      1.00        89
+        PHONENUMBER       0.97      1.00      0.99       113
+                PIN       0.68      0.68      0.68        38
+             PREFIX       0.87      0.95      0.91       196
+   SECONDARYADDRESS       0.99      0.99      0.99       119
+                SEX       0.95      0.99      0.97       138
+                SSN       0.96      0.98      0.97        97
+              STATE       0.93      0.97      0.95       153
+             STREET       0.96      0.97      0.97       136
+               TIME       0.97      0.96      0.97       139
+                URL       0.99      0.99      0.99       143
+          USERAGENT       0.98      0.98      0.98       102
+           USERNAME       0.98      0.99      0.99       155
+         VEHICLEVIN       0.98      1.00      0.99        41
+         VEHICLEVRM       0.97      1.00      0.99        39
+            ZIPCODE       0.91      0.92      0.91       125
+
+          micro avg       0.90      0.93      0.91      6725
+          macro avg       0.88      0.91      0.89      6725
+       weighted avg       0.90      0.93      0.91      6725

albert-base-v2/config.json

@@ -0,0 +1,263 @@
+{
+  "architectures": [
+    "AlbertForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0,
+  "bos_token_id": 2,
+  "classifier_dropout_prob": 0.1,
+  "down_scale_factor": 1,
+  "dtype": "float32",
+  "embedding_size": 128,
+  "eos_token_id": 3,
+  "gap_size": 0,
+  "hidden_act": "gelu_new",
+  "hidden_dropout_prob": 0,
+  "hidden_size": 768,
+  "id2label": {
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+    "1": "B-ACCOUNTNAME",
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+    "26": "I-CREDITCARDNUMBER",
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+    "41": "B-ETHEREUMADDRESS",
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+    "43": "B-EYECOLOR",
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+    "53": "B-IP",
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+    "55": "B-IPV4",
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+    "68": "I-LITECOINADDRESS",
+    "69": "B-MAC",
+    "70": "I-MAC",
+    "71": "B-MASKEDNUMBER",
+    "72": "I-MASKEDNUMBER",
+    "73": "B-MIDDLENAME",
+    "74": "I-MIDDLENAME",
+    "75": "B-NEARBYGPSCOORDINATE",
+    "76": "I-NEARBYGPSCOORDINATE",
+    "77": "B-ORDINALDIRECTION",
+    "78": "I-ORDINALDIRECTION",
+    "79": "B-PASSWORD",
+    "80": "I-PASSWORD",
+    "81": "B-PHONEIMEI",
+    "82": "I-PHONEIMEI",
+    "83": "B-PHONENUMBER",
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+    "85": "B-PIN",
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+    "87": "B-PREFIX",
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+    "89": "B-SECONDARYADDRESS",
+    "90": "I-SECONDARYADDRESS",
+    "91": "B-SEX",
+    "92": "I-SEX",
+    "93": "B-SSN",
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+    "95": "B-STATE",
+    "96": "I-STATE",
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+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "albert",
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+  "tie_word_embeddings": true,
+  "transformers_version": "5.2.0",
+  "type_vocab_size": 2,
+  "use_cache": false,
+  "vocab_size": 30000
+}

albert-base-v2/model.safetensors

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albert-base-v2/predictions.json

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albert-base-v2/tokenizer_config.json

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+{
+  "add_prefix_space": true,
+  "backend": "tokenizers",
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+  "cls_token": "[CLS]",
+  "do_lower_case": true,
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+  "is_local": false,
+  "keep_accents": false,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "<pad>",
+  "sep_token": "[SEP]",
+  "tokenizer_class": "AlbertTokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

albert-base-v2/training_args.bin

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