End of training

README.md

@@ -16,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 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: 0.4372
+- Loss: 0.3947
 
 ## Model description
 
@@ -47,16 +47,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| No log        | 1.0   | 235  | 3.0356          |
-| No log        | 2.0   | 470  | 1.9900          |
-| 3.1522        | 3.0   | 705  | 1.3010          |
-| 3.1522        | 4.0   | 940  | 0.9054          |
-| 1.3289        | 5.0   | 1175 | 0.6670          |
-| 1.3289        | 6.0   | 1410 | 0.6013          |
-| 0.6414        | 7.0   | 1645 | 0.4945          |
-| 0.6414        | 8.0   | 1880 | 0.4658          |
-| 0.4478        | 9.0   | 2115 | 0.4580          |
-| 0.4478        | 10.0  | 2350 | 0.4372          |
+| No log        | 1.0   | 236  | 2.9948          |
+| No log        | 2.0   | 472  | 1.9870          |
+| 3.1167        | 3.0   | 708  | 1.3309          |
+| 3.1167        | 4.0   | 944  | 0.8671          |
+| 1.3431        | 5.0   | 1180 | 0.6361          |
+| 1.3431        | 6.0   | 1416 | 0.5153          |
+| 0.667         | 7.0   | 1652 | 0.4576          |
+| 0.667         | 8.0   | 1888 | 0.4258          |
+| 0.4762        | 9.0   | 2124 | 0.4083          |
+| 0.4762        | 10.0  | 2360 | 0.3947          |
 
 
 ### Framework versions

config.json

@@ -80,23 +80,23 @@
     "67": "pending_authorization",
     "68": "personal_loan",
     "69": "personal_loan_hi",
-    "70": "personal_loan_mr",
-    "71": "pin_change",
-    "72": "raise_request",
-    "73": "rd_details",
-    "74": "rd_rate",
-    "75": "request_status",
-    "76": "saving_interest_rate",
-    "77": "send_money_abroad",
-    "78": "ss_fd_rate",
-    "79": "ss_rd_rate",
-    "80": "transaction_history",
-    "81": "transaction_limit",
-    "82": "two_wheeler_loan",
-    "83": "two_wheeler_loan_mr",
-    "84": "update_beneficiary",
-    "85": "zzzLABEL_85",
-    "86": "zzzLABEL_86",
+    "70": "personal_loan_kn",
+    "71": "personal_loan_mr",
+    "72": "pin_change",
+    "73": "raise_request",
+    "74": "rd_details",
+    "75": "rd_rate",
+    "76": "request_status",
+    "77": "saving_interest_rate",
+    "78": "send_money_abroad",
+    "79": "ss_fd_rate",
+    "80": "ss_rd_rate",
+    "81": "transaction_history",
+    "82": "transaction_limit",
+    "83": "two_wheeler_loan",
+    "84": "two_wheeler_loan_hi",
+    "85": "two_wheeler_loan_mr",
+    "86": "update_beneficiary",
     "87": "zzzLABEL_87",
     "88": "zzzLABEL_88",
     "89": "zzzLABEL_89",
@@ -184,23 +184,23 @@
     "pending_authorization": 67,
     "personal_loan": 68,
     "personal_loan_hi": 69,
-    "personal_loan_mr": 70,
-    "pin_change": 71,
-    "raise_request": 72,
-    "rd_details": 73,
-    "rd_rate": 74,
-    "request_status": 75,
-    "saving_interest_rate": 76,
-    "send_money_abroad": 77,
-    "ss_fd_rate": 78,
-    "ss_rd_rate": 79,
-    "transaction_history": 80,
-    "transaction_limit": 81,
-    "two_wheeler_loan": 82,
-    "two_wheeler_loan_mr": 83,
-    "update_beneficiary": 84,
-    "zzzLABEL_85": 85,
-    "zzzLABEL_86": 86,
+    "personal_loan_kn": 70,
+    "personal_loan_mr": 71,
+    "pin_change": 72,
+    "raise_request": 73,
+    "rd_details": 74,
+    "rd_rate": 75,
+    "request_status": 76,
+    "saving_interest_rate": 77,
+    "send_money_abroad": 78,
+    "ss_fd_rate": 79,
+    "ss_rd_rate": 80,
+    "transaction_history": 81,
+    "transaction_limit": 82,
+    "two_wheeler_loan": 83,
+    "two_wheeler_loan_hi": 84,
+    "two_wheeler_loan_mr": 85,
+    "update_beneficiary": 86,
     "zzzLABEL_87": 87,
     "zzzLABEL_88": 88,
     "zzzLABEL_89": 89,

label_encoder.joblib

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model.safetensors

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runs/Nov09_18-18-32_SuperWhite/events.out.tfevents.1731156513.SuperWhite.31928.0

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runs/Nov09_18-18-32_SuperWhite/events.out.tfevents.1731157095.SuperWhite.31928.1

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training_args.bin

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