Update README.md

README.md

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   ---
 
+  ## 📈 Training Progress
+  The model was trained for 1000 steps with the following key metrics:
+  ### Training Results
+  - **Final Loss**: ~0.3335 (converged)
+  - **Final Learning Rate**: 2.08304527802282E-06
+  - **Training Steps**: 1000
+  - **Convergence**: Stable loss plateau achieved
+  ### Training Curves
+  ![Training Loss](train/output/images/loss.png)
+  *Training loss over 1000 steps showing convergence around 0.3335*
+  ![Learning Rate Schedule](train/output/images/learning_rate.png)
+  *Learning rate decay schedule with final rate of 2.08304527802282E-06*
+
+  ---
+
   ## 📊 Dataset
 
   Custom dataset extracted from Linux kernel Git history.