Update models.py

models.py

@@ -87,13 +87,6 @@ def load_face_analysis():
             "scrfd_10g_bnkps.onnx"
         ]
         
-        # Download config to control download location
-        download_config = HfHubDownloadConfig(
-            local_dir=local_model_path,
-            local_dir_use_symlinks=False,
-            resume_download=True
-        )
-        
         for file_name in required_files:
             local_file_path = os.path.join(local_model_path, file_name)
             
@@ -304,7 +297,7 @@ def load_sdxl_pipeline(controlnets):
             "stabilityai/stable-diffusion-xl-base-1.0",
             controlnet=controlnets,
             torch_dtype=dtype,
-            use_safetensors=True
+            use_safetponsors=True
         ).to(device)
         return pipe, False
 
@@ -490,7 +483,7 @@ def optimize_pipeline(pipe):
             pipe.enable_xformers_memory_efficient_attention()
             print("  [OK] xformers enabled")
         except Exception as e:
-            print(f"  [INFO] xformformers not available: {e}")
+            print(f"  [INFO] xformers not available: {e}")
 
 
 def load_caption_model():
@@ -526,7 +519,7 @@ def load_caption_model():
                 torch_dtype=dtype
             ).to(device)
             print("  [OK] BLIP base model loaded (standard captions)")
-            return caption_processor, caption_model, True, 'blip'
+            return caption_primary, caption_model, True, 'blip'
         except Exception as e2:
             print(f"  [WARNING] Caption models not available: {e2}")
             print("  Caption generation will be disabled")