Upload continuous_learning_session.py

continuous_learning_session.py

@@ -237,11 +237,15 @@ class ContinuousLearningSession:
                 current_q = line.split(":", 1)[1].strip()
             elif line.startswith("A") and ":" in line and current_q:
                 current_a = line.split(":", 1)[1].strip()
-                # Validation: Ensure neither Q nor A is empty
-                if current_q and current_a:
+                # Validation: Ensure neither Q nor A is empty or garbage
+                if current_q and current_a and "..." not in current_q and "..." not in current_a:
                     variations.append({"q": current_q, "a": current_a})
                 current_q = None
         
+        # Cleanup Memory
+        del inputs, out_ids
+        torch.cuda.empty_cache()
+
         # Fallback: If synthetic generation failed, duplicate original
         if len(variations) == 1:
              print("   ⚠️ Synthetic generation failed to produce valid format. Duplicating original.")