End of training

README.md

@@ -18,12 +18,12 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.5967
-- Accuracy: 0.9591
-- 1-f1: 0.45
-- 1-recall: 0.4737
-- 1-precision: 0.4286
-- Balanced Acc: 0.7253
+- Loss: 0.6131
+- Accuracy: 0.9628
+- 1-f1: 0.4444
+- 1-recall: 0.4211
+- 1-precision: 0.4706
+- Balanced Acc: 0.7019
 
 ## Model description
 
@@ -55,12 +55,9 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | 1-f1   | 1-recall | 1-precision | Balanced Acc |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:--------:|:-----------:|:------------:|
-| 0.0535        | 1.0   | 17   | 0.4046          | 0.9721   | 0.4828 | 0.3684   | 0.7         | 0.6813       |
-| 0.0941        | 2.0   | 34   | 0.2716          | 0.9591   | 0.5    | 0.5789   | 0.44        | 0.7760       |
-| 0.0907        | 3.0   | 51   | 0.3408          | 0.9628   | 0.5238 | 0.5789   | 0.4783      | 0.7779       |
-| 0.0071        | 4.0   | 68   | 0.2301          | 0.9591   | 0.5769 | 0.7895   | 0.4545      | 0.8774       |
-| 0.0198        | 5.0   | 85   | 0.3545          | 0.9610   | 0.5333 | 0.6316   | 0.4615      | 0.8023       |
-| 0.0226        | 6.0   | 102  | 0.5967          | 0.9591   | 0.45   | 0.4737   | 0.4286      | 0.7253       |
+| 0.1179        | 1.0   | 17   | 0.2541          | 0.9480   | 0.4167 | 0.5263   | 0.3448      | 0.7449       |
+| 0.1074        | 2.0   | 34   | 0.5716          | 0.9591   | 0.3529 | 0.3158   | 0.4         | 0.6492       |
+| 0.0526        | 3.0   | 51   | 0.6131          | 0.9628   | 0.4444 | 0.4211   | 0.4706      | 0.7019       |
 
 
 ### Framework versions

model.safetensors

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runs/Aug25_19-53-38_2e8e96a3dcb3/events.out.tfevents.1756151619.2e8e96a3dcb3.2911.19

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training_args.bin

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