diff --git a/extensions-builtin/forge_preprocessor_marigold/scripts/preprocessor_marigold.py b/extensions-builtin/forge_preprocessor_marigold/scripts/preprocessor_marigold.py
index 0ec21e2f..a5b479a1 100644
--- a/extensions-builtin/forge_preprocessor_marigold/scripts/preprocessor_marigold.py
+++ b/extensions-builtin/forge_preprocessor_marigold/scripts/preprocessor_marigold.py
@@ -33,17 +33,9 @@ class PreprocessorMarigold(Preprocessor):
         if self.model_patcher is not None:
             return
 
-        checkpoint_path = os.path.join(preprocessor_dir, 'marigold')
-
-        if not os.path.exists(checkpoint_path):
-            snapshot_download(repo_id="Bingxin/Marigold",
-                              ignore_patterns=["*.bin"],
-                              local_dir=checkpoint_path,
-                              local_dir_use_symlinks=False)
-
         self.diffusers_patcher = DiffusersModelPatcher(
             pipeline_class=MarigoldPipeline,
-            pretrained_path=checkpoint_path,
+            pretrained_path="Bingxin/Marigold",
             enable_xformers=False,
             noise_scheduler_type='DDIMScheduler')
 
diff --git a/modules_forge/initialization.py b/modules_forge/initialization.py
index c7910bb7..27f5fd6f 100644
--- a/modules_forge/initialization.py
+++ b/modules_forge/initialization.py
@@ -1,3 +1,4 @@
+import os
 import sys
 
 
@@ -49,4 +50,24 @@ def initialize_forge():
 
     import modules_forge.patch_basic
     modules_forge.patch_basic.patch_all_basics()
+
+    from modules_forge.shared import diffusers_dir
+
+    if 'TRANSFORMERS_CACHE' not in os.environ:
+        os.environ['TRANSFORMERS_CACHE'] = diffusers_dir
+
+    if 'HF_HOME' not in os.environ:
+        os.environ['HF_HOME'] = diffusers_dir
+
+    if 'HF_DATASETS_CACHE' not in os.environ:
+        os.environ['HF_DATASETS_CACHE'] = diffusers_dir
+
+    if 'HUGGINGFACE_HUB_CACHE' not in os.environ:
+        os.environ['HUGGINGFACE_HUB_CACHE'] = diffusers_dir
+
+    if 'HUGGINGFACE_ASSETS_CACHE' not in os.environ:
+        os.environ['HUGGINGFACE_ASSETS_CACHE'] = diffusers_dir
+
+    if 'HF_HUB_CACHE' not in os.environ:
+        os.environ['HF_HUB_CACHE'] = diffusers_dir
     return
diff --git a/modules_forge/shared.py b/modules_forge/shared.py
index a45b5b18..8b03e788 100644
--- a/modules_forge/shared.py
+++ b/modules_forge/shared.py
@@ -10,6 +10,9 @@ os.makedirs(controlnet_dir, exist_ok=True)
 preprocessor_dir = os.path.join(models_path, 'ControlNetPreprocessor')
 os.makedirs(preprocessor_dir, exist_ok=True)
 
+diffusers_dir = os.path.join(models_path, 'diffusers')
+os.makedirs(diffusers_dir, exist_ok=True)
+
 supported_preprocessors = {}
 supported_control_models = []