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@@ -159,6 +159,11 @@ Finally, the validation loss for Level 4 is shown, where training seems to stabi
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  ## Level 5
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  ### Level 5: Training Loss Per Epoch Table
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  | Epoch | Average Training Loss |
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  |-------|-----------------------|
@@ -178,9 +183,4 @@ Finally, the validation loss for Level 4 is shown, where training seems to stabi
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  | 14 | 0.0939 |
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  | 15 | 0.0792 |
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  | 16 | 0.0632 |
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- | 17 | 0.0549 |
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-
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- ### Level 5: Training and Validation Loss
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- ![Level 5 Train Loss](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-5-train-loss.png)
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- ![Level 5 Validation Loss](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-5-val-loss.png)
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- ![Level 5 Validation Loss per Epoch](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-5-val-loss-epochs.png)
 
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  ## Level 5
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+ ### Level 5: Training and Validation Loss
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+ ![Level 5 Train Loss](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-5-train-loss.png)
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+ ![Level 5 Validation Loss](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-5-val-loss.png)
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+ ![Level 5 Validation Loss per Epoch](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-5-val-loss-epochs.png)
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+
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  ### Level 5: Training Loss Per Epoch Table
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  | Epoch | Average Training Loss |
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  |-------|-----------------------|
 
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  | 14 | 0.0939 |
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  | 15 | 0.0792 |
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  | 16 | 0.0632 |
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+ | 17 | 0.0549 |