Update README.md

README.md

@@ -188,4 +188,72 @@ Average training loss / epoch.
 | 14    | 0.0939               |
 | 15    | 0.0792               |
 | 16    | 0.0632               |
-| 17    | 0.0549               |
+| 17    | 0.0549               |
+
+## Level 6
+
+### Level 6: Training and Validation Loss
+![Level 6 Train Loss](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-6-train-loss.png)
+![Level 6 Validation Loss](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-6-val-loss.png)
+![Level 6 Validation Loss / Epoch](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-6-val-loss-epochs.png)
+
+### Level 6: Training Loss Per Epoch Table
+| **Epoch** | **Average Training Loss** |
+|-----------|----------------------------|
+| 1         | 5.5855                     |
+| 2         | 4.1836                     |
+| 3         | 3.0299                     |
+| 4         | 2.1331                     |
+| 5         | 1.4587                     |
+| 6         | 0.9847                     |
+| 7         | 0.6774                     |
+| 8         | 0.4990                     |
+| 9         | 0.3637                     |
+| 10        | 0.2688                     |
+| 11        | 0.2121                     |
+| 12        | 0.1697                     |
+| 13        | 0.1457                     |
+| 14        | 0.1139                     |
+| 15        | 0.1186                     |
+| 16        | 0.0753                     |
+| 17        | 0.0612                     |
+| 18        | 0.0676                     |
+| 19        | 0.0527                     |
+| 20        | 0.0399                     |
+| 21        | 0.0342                     |
+| 22        | 0.0304                     |
+| 23        | 0.0421                     |
+| 24        | 0.0280                     |
+| 25        | 0.0211                     |
+| 26        | 0.0189                     |
+| 27        | 0.0207                     |
+| 28        | 0.0337                     |
+| 29        | 0.0194                     |
+
+
+## Level 7
+
+
+### Level 7: Training and Validation Loss
+![Level 7 Train Loss](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-7-train-loss.png)
+![Level 7 Validation Loss](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-7-val-loss.png)
+![Level 7 Validation Loss / Epoch](https://huggingface.co/dejanseo/ecommerce-taxonomy-classifier/resolve/main/training/metrics/level-7-val-loss-epochs.png)
+
+### Level 7: Training Loss Per Epoch Table
+| **Epoch** | **Average Training Loss** |
+|-----------|----------------------------|
+| 1         | 3.8413                     |
+| 2         | 3.5653                     |
+| 3         | 3.1193                     |
+| 4         | 2.5189                     |
+| 5         | 1.9640                     |
+| 6         | 1.4992                     |
+| 7         | 1.1322                     |
+| 8         | 0.8627                     |
+| 9         | 0.6674                     |
+| 10        | 0.5232                     |
+| 11        | 0.4235                     |
+| 12        | 0.3473                     |
+| 13        | 0.2918                     |
+| 14        | 0.2501                     |
+| 15        | 0.2166                     |