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: 0.4091
+- Loss: 0.4434
 
 ## Model description
 
@@ -47,16 +47,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| No log        | 1.0   | 221  | 2.9595          |
-| No log        | 2.0   | 442  | 1.8433          |
-| 2.9917        | 3.0   | 663  | 1.1818          |
-| 2.9917        | 4.0   | 884  | 0.8031          |
-| 1.167         | 5.0   | 1105 | 0.5922          |
-| 1.167         | 6.0   | 1326 | 0.5013          |
-| 0.5816        | 7.0   | 1547 | 0.4465          |
-| 0.5816        | 8.0   | 1768 | 0.4221          |
-| 0.5816        | 9.0   | 1989 | 0.4091          |
-| 0.433         | 10.0  | 2210 | 0.4123          |
+| No log        | 1.0   | 221  | 3.2495          |
+| No log        | 2.0   | 442  | 2.1825          |
+| 3.1846        | 3.0   | 663  | 1.3847          |
+| 3.1846        | 4.0   | 884  | 0.8974          |
+| 1.3057        | 5.0   | 1105 | 0.6630          |
+| 1.3057        | 6.0   | 1326 | 0.5452          |
+| 0.5926        | 7.0   | 1547 | 0.4850          |
+| 0.5926        | 8.0   | 1768 | 0.4557          |
+| 0.5926        | 9.0   | 1989 | 0.4434          |
+| 0.4391        | 10.0  | 2210 | 0.4463          |
 
 
 ### Framework versions

config.json

@@ -74,19 +74,19 @@
     "61": "nrv_details",
     "62": "open_account",
     "63": "pending_authorization",
-    "64": "pin_change",
-    "65": "raise_request",
-    "66": "rd_details",
-    "67": "rd_rate",
-    "68": "request_status",
-    "69": "saving_interest_rate",
-    "70": "send_money_abroad",
-    "71": "ss_fd_rate",
-    "72": "ss_rd_rate",
-    "73": "transaction_history",
-    "74": "transaction_limit",
-    "75": "update_beneficiary",
-    "76": "zzzLABEL_76",
+    "64": "personal_loan",
+    "65": "pin_change",
+    "66": "raise_request",
+    "67": "rd_details",
+    "68": "rd_rate",
+    "69": "request_status",
+    "70": "saving_interest_rate",
+    "71": "send_money_abroad",
+    "72": "ss_fd_rate",
+    "73": "ss_rd_rate",
+    "74": "transaction_history",
+    "75": "transaction_limit",
+    "76": "update_beneficiary",
     "77": "zzzLABEL_77",
     "78": "zzzLABEL_78",
     "79": "zzzLABEL_79",
@@ -178,19 +178,19 @@
     "nrv_details": 61,
     "open_account": 62,
     "pending_authorization": 63,
-    "pin_change": 64,
-    "raise_request": 65,
-    "rd_details": 66,
-    "rd_rate": 67,
-    "request_status": 68,
-    "saving_interest_rate": 69,
-    "send_money_abroad": 70,
-    "ss_fd_rate": 71,
-    "ss_rd_rate": 72,
-    "transaction_history": 73,
-    "transaction_limit": 74,
-    "update_beneficiary": 75,
-    "zzzLABEL_76": 76,
+    "personal_loan": 64,
+    "pin_change": 65,
+    "raise_request": 66,
+    "rd_details": 67,
+    "rd_rate": 68,
+    "request_status": 69,
+    "saving_interest_rate": 70,
+    "send_money_abroad": 71,
+    "ss_fd_rate": 72,
+    "ss_rd_rate": 73,
+    "transaction_history": 74,
+    "transaction_limit": 75,
+    "update_beneficiary": 76,
     "zzzLABEL_77": 77,
     "zzzLABEL_78": 78,
     "zzzLABEL_79": 79,

label_encoder.joblib

@@ -1,3 +1,3 @@
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+size 8335

model.safetensors

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runs/Oct31_12-58-05_SuperWhite/events.out.tfevents.1730359685.SuperWhite.42875.0

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runs/Oct31_12-58-05_SuperWhite/events.out.tfevents.1730360237.SuperWhite.42875.1

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training_args.bin

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