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@@ -139,6 +139,7 @@ The validation loss for Level 3, demonstrating steady improvements as the model
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  ### Level 4: Training Loss
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  ![Level 4 Train Loss](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-4-train-loss.png)
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  The training loss for Level 4 is plotted here, showing the effects of high-dimensional input features at this level.
 
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  | Epoch | Average Training Loss |
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  |-------|------------------------|
 
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  ### Level 4: Training Loss
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  ![Level 4 Train Loss](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-4-train-loss.png)
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  The training loss for Level 4 is plotted here, showing the effects of high-dimensional input features at this level.
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+ ![Level 4 Train Loss / Epoch](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-4-val-loss-epochs.png)
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  | Epoch | Average Training Loss |
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  |-------|------------------------|