diff --git a/py/services/download_manager.py b/py/services/download_manager.py
index d30426ca..47d27d5b 100644
--- a/py/services/download_manager.py
+++ b/py/services/download_manager.py
@@ -88,16 +88,16 @@ class DownloadManager:
             version_info = None
             error_msg = None
             
-            if download_url:
-                # Extract version ID from download URL
-                version_id = download_url.split('/')[-1]
-                version_info, error_msg = await civitai_client.get_model_version_info(version_id)
+            if model_hash:
+                # Get model by hash
+                version_info = await civitai_client.get_model_by_hash(model_hash)
             elif model_version_id:
                 # Use model version ID directly
                 version_info, error_msg = await civitai_client.get_model_version_info(model_version_id)
-            elif model_hash:
-                # Get model by hash
-                version_info = await civitai_client.get_model_by_hash(model_hash)
+            elif download_url:
+                # Extract version ID from download URL
+                version_id = download_url.split('/')[-1]
+                version_info, error_msg = await civitai_client.get_model_version_info(version_id)
 
             
             if not version_info:
diff --git a/py/utils/recipe_parsers.py b/py/utils/recipe_parsers.py
index e9a1ea0c..9faded4a 100644
--- a/py/utils/recipe_parsers.py
+++ b/py/utils/recipe_parsers.py
@@ -97,8 +97,9 @@ class RecipeMetadataParser(ABC):
                 
                 # Process file information if available
                 if 'files' in civitai_info:
+                    # Find the primary model file (type="Model" and primary=true) in the files list
                     model_file = next((file for file in civitai_info.get('files', []) 
-                                    if file.get('type') == 'Model'), None)
+                                      if file.get('type') == 'Model' and file.get('primary') == True), None)
                     
                     if model_file:
                         # Get size