Update README.md

README.md

@@ -10,3 +10,21 @@ language:
 
 ## plots
 
+
+training loss  
+
+![loss](./checkpoints/loss_over_steps.png)
+
+
+grad norm 
+
+![grad](./checkpoints/grad_l2_over_steps.png)
+
+
+weights norm
+
+
+![weights](./checkpoints/weights_l2_over_steps.png)
+
+
+---