diff --git a/src/diffusers/pipelines/ltx/pipeline_ltx_latent_upsample.py b/src/diffusers/pipelines/ltx/pipeline_ltx_latent_upsample.py
index 49cf94e25d..284f33b326 100644
--- a/src/diffusers/pipelines/ltx/pipeline_ltx_latent_upsample.py
+++ b/src/diffusers/pipelines/ltx/pipeline_ltx_latent_upsample.py
@@ -44,6 +44,8 @@ def retrieve_latents(
 
 
 class LTXLatentUpsamplePipeline(DiffusionPipeline):
+    model_cpu_offload_seq = ""
+
     def __init__(
         self,
         vae: AutoencoderKLLTXVideo,