Update README.md

README.md

@@ -135,6 +135,25 @@ This model is designed for:
 3. Not intended for operational security decisions
 4. Results should be interpreted with appropriate context
 
+
+## Training Logs
+<p align="center">
+  <img src="images/training-logs.png" alt="Training Logs" width="800"/>
+</p>
+
+The training logs show a successful training run with healthy convergence patterns:
+
+**Loss & Learning Rate:**
+- Loss decreases from 1.95 to ~0.90, with rapid initial improvement
+- Learning rate uses warmup/decay schedule, peaking at ~1.5x10^-4
+
+**Training Stability:**
+- Stable gradient norms (0.4-0.6 range)
+- Consistent GPU memory usage (~5800MB allocated, 7080MB reserved)
+- Steady training speed (~3.5s/step) with brief interruption at step 800
+
+The graphs indicate effective model training with good optimization dynamics and resource utilization. The loss vs. learning rate plot suggests optimal learning around 10^-4.
+
 ## Citation
 ```bibtex
 @misc{conflllama,