Update generator.py

generator.py

@@ -628,29 +628,9 @@ class RetroArtConverter:
                     print(f"  - Resampler output: {face_proj_embeds.shape}")
                     print(f"  - Scale: {boosted_scale:.2f}")
                     
-                    # CRITICAL: Concatenate with text embeddings (not separate kwargs!)
-                    if 'prompt_embeds' in pipe_kwargs:
-                        # Compel encoded prompts
-                        original_embeds = pipe_kwargs['prompt_embeds']
-                        
-                        # Handle CFG (classifier-free guidance)
-                        if original_embeds.shape[0] > 1:  # Has negative + positive
-                            # Duplicate for negative + positive
-                            face_proj_embeds = torch.cat([
-                                torch.zeros_like(face_proj_embeds),  # Negative
-                                face_proj_embeds                      # Positive
-                            ], dim=0)
-                        
-                        # Concatenate: [batch, text_tokens, 2048] + [batch, 16, 2048]
-                        combined_embeds = torch.cat([original_embeds, face_proj_embeds], dim=1)
-                        pipe_kwargs['prompt_embeds'] = combined_embeds
-                        
-                        print(f"  - Text embeds: {original_embeds.shape}")
-                        print(f"  - Combined embeds: {combined_embeds.shape}")
-                        print(f"  [OK] Face embeddings concatenated successfully!")
-                        
-                    else:
-                        print(f"  [WARNING] Can't concatenate - no prompt_embeds (use Compel)")
+                    # Pass face embeddings through image_embeds parameter (works without Compel)
+                    pipe_kwargs['image_embeds'] = face_proj_embeds
+                    print(f"  [OK] Face embeddings set for IP-Adapter!")
             
             elif has_detected_faces and self.models_loaded.get('ip_adapter', False):
                 # Face detected but embeddings unavailable