diff --git a/src/diffusers/pipelines/stable_video_diffusion/pipeline_stable_video_diffusion.py b/src/diffusers/pipelines/stable_video_diffusion/pipeline_stable_video_diffusion.py
index 4cc0905a9910..fa96f41cd81f 100644
--- a/src/diffusers/pipelines/stable_video_diffusion/pipeline_stable_video_diffusion.py
+++ b/src/diffusers/pipelines/stable_video_diffusion/pipeline_stable_video_diffusion.py
@@ -77,7 +77,7 @@ class StableVideoDiffusionPipeline(DiffusionPipeline):
     implemented for all pipelines (downloading, saving, running on a particular device, etc.).
 
     Args:
-        vae ([`AutoencoderKL`]):
+        vae ([`AutoencoderKLTemporalDecoder`]):
             Variational Auto-Encoder (VAE) model to encode and decode images to and from latent representations.
         image_encoder ([`~transformers.CLIPVisionModelWithProjection`]):
             Frozen CLIP image-encoder ([laion/CLIP-ViT-H-14-laion2B-s32B-b79K](https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K)).