diff --git a/llms/mlx_lm/lora.py b/llms/mlx_lm/lora.py
index 1e4fe3d5..b948ae01 100644
--- a/llms/mlx_lm/lora.py
+++ b/llms/mlx_lm/lora.py
@@ -342,7 +342,7 @@ def evaluate_model(args, model: nn.Module, tokenizer: TokenizerWrapper, test_set
         else:
             reference_model = model
 
-        test_loss, test_rewards = evaluate_grpo(
+        test_loss, _, test_rewards = evaluate_grpo(
             model=model,
             ref_model=reference_model,
             dataset=test_set,
@@ -354,7 +354,10 @@ def evaluate_model(args, model: nn.Module, tokenizer: TokenizerWrapper, test_set
             group_size=args.group_size,
             epsilon=args.epsilon
         )
-        print(f"Test loss {test_loss:.3f}, Rewards: {test_rewards[0]:.3f}, {test_rewards[1]:.3f}")
+
+        test_ppl = math.exp(test_loss)
+
+        print(f"Test loss {test_loss:.3f}, Test ppl {test_ppl:.3f}, Rewards: {test_rewards[0]:.3f}, {test_rewards[1]:.3f}")
     else:
         test_loss = evaluate(
             model=model,