diff --git a/extensions-builtin/sd_forge_svd/scripts/forge_svd.py b/extensions-builtin/sd_forge_svd/scripts/forge_svd.py
index 548cd0e7..6493ce54 100644
--- a/extensions-builtin/sd_forge_svd/scripts/forge_svd.py
+++ b/extensions-builtin/sd_forge_svd/scripts/forge_svd.py
@@ -6,18 +6,25 @@ from modules import scripts, script_callbacks
 from modules.paths import models_path
 from modules.ui_common import ToolButton, refresh_symbol
 from modules import shared
-from modules_forge.gradio_compile import gradio_compile
 
-from ldm_patched.contrib.external_video_model import ImageOnlyCheckpointLoader, VideoLinearCFGGuidance, SVD_img2vid_Conditioning
+from ldm_patched.modules.sd import load_checkpoint_guess_config
+from ldm_patched.contrib.external_video_model import VideoLinearCFGGuidance, SVD_img2vid_Conditioning
 from ldm_patched.contrib.external import KSampler, VAEDecode
 
 
+# from modules_forge.gradio_compile import gradio_compile
 # ps = []
 # ps += gradio_compile(SVD_img2vid_Conditioning.INPUT_TYPES(), prefix='')
 # ps += gradio_compile(KSampler.INPUT_TYPES(), prefix='sampling')
 # ps += gradio_compile(VideoLinearCFGGuidance.INPUT_TYPES(), prefix='guidance')
 # print(', '.join(ps))
 
+
+opVideoLinearCFGGuidance = VideoLinearCFGGuidance()
+opSVD_img2vid_Conditioning = SVD_img2vid_Conditioning()
+opKSampler = KSampler()
+opVAEDecode = VAEDecode()
+
 svd_root = os.path.join(models_path, 'svd')
 os.makedirs(svd_root, exist_ok=True)
 svd_filenames = []
@@ -32,6 +39,9 @@ def update_svd_filenames():
 def predict(filename, width, height, video_frames, motion_bucket_id, fps, augmentation_level,
             sampling_seed, sampling_steps, sampling_cfg, sampling_sampler_name, sampling_scheduler,
             sampling_denoise, guidance_min_cfg):
+    filename = os.path.join(svd_root, filename)
+    model, _, vae, clip_vision = load_checkpoint_guess_config(filename, output_vae=True, output_clip=False, output_clipvision=True)
+    a = 0
     return