End of training

README.md

@@ -1,5 +1,7 @@
 ---
 library_name: transformers
+license: apache-2.0
+base_model: bert-base-uncased
 tags:
 - generated_from_trainer
 model-index:
@@ -12,9 +14,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 # TenaliAI-FinTech-v1
 
-This model was trained from scratch on an unknown dataset.
+This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.1497
+- Loss: 0.1333
 
 ## Model description
 
@@ -45,16 +47,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| No log        | 1.0   | 182  | 3.1418          |
-| No log        | 2.0   | 364  | 1.9366          |
-| 2.8756        | 3.0   | 546  | 1.1533          |
-| 2.8756        | 4.0   | 728  | 0.6654          |
-| 2.8756        | 5.0   | 910  | 0.4046          |
-| 0.763         | 6.0   | 1092 | 0.2734          |
-| 0.763         | 7.0   | 1274 | 0.1923          |
-| 0.763         | 8.0   | 1456 | 0.1646          |
-| 0.2072        | 9.0   | 1638 | 0.1517          |
-| 0.2072        | 10.0  | 1820 | 0.1497          |
+| No log        | 1.0   | 182  | 3.2354          |
+| No log        | 2.0   | 364  | 2.0115          |
+| 2.9164        | 3.0   | 546  | 1.1378          |
+| 2.9164        | 4.0   | 728  | 0.5964          |
+| 2.9164        | 5.0   | 910  | 0.3360          |
+| 0.7007        | 6.0   | 1092 | 0.2299          |
+| 0.7007        | 7.0   | 1274 | 0.1859          |
+| 0.7007        | 8.0   | 1456 | 0.1582          |
+| 0.1873        | 9.0   | 1638 | 0.1538          |
+| 0.1873        | 10.0  | 1820 | 0.1333          |
 
 
 ### Framework versions

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "TenaliAIModels/BertBaseModel",
+  "_name_or_path": "bert-base-uncased",
   "architectures": [
     "BertForSequenceClassification"
   ],
@@ -80,7 +80,36 @@
     "67": "travel_insurance_hi",
     "68": "travel_insurance_kn",
     "69": "travel_insurance_mr",
-    "70": "update_beneficiary"
+    "70": "update_beneficiary",
+    "71": "zzzLABEL_71",
+    "72": "zzzLABEL_72",
+    "73": "zzzLABEL_73",
+    "74": "zzzLABEL_74",
+    "75": "zzzLABEL_75",
+    "76": "zzzLABEL_76",
+    "77": "zzzLABEL_77",
+    "78": "zzzLABEL_78",
+    "79": "zzzLABEL_79",
+    "80": "zzzLABEL_80",
+    "81": "zzzLABEL_81",
+    "82": "zzzLABEL_82",
+    "83": "zzzLABEL_83",
+    "84": "zzzLABEL_84",
+    "85": "zzzLABEL_85",
+    "86": "zzzLABEL_86",
+    "87": "zzzLABEL_87",
+    "88": "zzzLABEL_88",
+    "89": "zzzLABEL_89",
+    "90": "zzzLABEL_90",
+    "91": "zzzLABEL_91",
+    "92": "zzzLABEL_92",
+    "93": "zzzLABEL_93",
+    "94": "zzzLABEL_94",
+    "95": "zzzLABEL_95",
+    "96": "zzzLABEL_96",
+    "97": "zzzLABEL_97",
+    "98": "zzzLABEL_98",
+    "99": "zzzLABEL_99"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
@@ -155,7 +184,36 @@
     "travel_insurance_hi": 67,
     "travel_insurance_kn": 68,
     "travel_insurance_mr": 69,
-    "update_beneficiary": 70
+    "update_beneficiary": 70,
+    "zzzLABEL_71": 71,
+    "zzzLABEL_72": 72,
+    "zzzLABEL_73": 73,
+    "zzzLABEL_74": 74,
+    "zzzLABEL_75": 75,
+    "zzzLABEL_76": 76,
+    "zzzLABEL_77": 77,
+    "zzzLABEL_78": 78,
+    "zzzLABEL_79": 79,
+    "zzzLABEL_80": 80,
+    "zzzLABEL_81": 81,
+    "zzzLABEL_82": 82,
+    "zzzLABEL_83": 83,
+    "zzzLABEL_84": 84,
+    "zzzLABEL_85": 85,
+    "zzzLABEL_86": 86,
+    "zzzLABEL_87": 87,
+    "zzzLABEL_88": 88,
+    "zzzLABEL_89": 89,
+    "zzzLABEL_90": 90,
+    "zzzLABEL_91": 91,
+    "zzzLABEL_92": 92,
+    "zzzLABEL_93": 93,
+    "zzzLABEL_94": 94,
+    "zzzLABEL_95": 95,
+    "zzzLABEL_96": 96,
+    "zzzLABEL_97": 97,
+    "zzzLABEL_98": 98,
+    "zzzLABEL_99": 99
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,

model.safetensors

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special_tokens_map.json

@@ -1,37 +1,7 @@
 {
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-    "content": "[CLS]",
-    "lstrip": false,
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-    "content": "[UNK]",
-    "lstrip": false,
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-    "rstrip": false,
-    "single_word": false
-  }
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
 }

training_args.bin

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