asude55
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bert-duygua15

Text Classification

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asude55 commited on May 10

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README.md +13 -10
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@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [dbmdz/bert-base-turkish-cased](https://huggingface.co/dbmdz/bert-base-turkish-cased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.2994
-- Accuracy: 0.9392
 ## Model description
@@ -43,19 +43,22 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 7
 ### Training results
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| No log        | 1.0   | 75   | 0.1725          | 0.935    |
-| No log        | 2.0   | 150  | 0.1828          | 0.9442   |
-| No log        | 3.0   | 225  | 0.1881          | 0.9442   |
-| No log        | 4.0   | 300  | 0.2715          | 0.9317   |
-| No log        | 5.0   | 375  | 0.2700          | 0.94     |
-| No log        | 6.0   | 450  | 0.2824          | 0.9417   |
-| 0.0995        | 7.0   | 525  | 0.2994          | 0.9392   |
 ### Framework versions

 This model is a fine-tuned version of [dbmdz/bert-base-turkish-cased](https://huggingface.co/dbmdz/bert-base-turkish-cased) on an unknown dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.3342
+- Accuracy: 0.9433
 ## Model description
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
+- num_epochs: 10
 ### Training results
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
+| No log        | 1.0   | 75   | 0.1786          | 0.9383   |
+| No log        | 2.0   | 150  | 0.1796          | 0.945    |
+| No log        | 3.0   | 225  | 0.2770          | 0.9233   |
+| No log        | 4.0   | 300  | 0.2481          | 0.9383   |
+| No log        | 5.0   | 375  | 0.2703          | 0.9408   |
+| No log        | 6.0   | 450  | 0.2989          | 0.94     |
+| 0.0994        | 7.0   | 525  | 0.3262          | 0.9433   |
+| 0.0994        | 8.0   | 600  | 0.3299          | 0.9408   |
+| 0.0994        | 9.0   | 675  | 0.3213          | 0.9442   |
+| 0.0994        | 10.0  | 750  | 0.3342          | 0.9433   |
 ### Framework versions

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