diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py
index 2ad90f049922..9ad389dd26b2 100644
--- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py
+++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py
@@ -1031,6 +1031,8 @@ def __call__(
                         callback(step_idx, t, latents)
 
         if not output_type == "latent":
+            # Ensure latents are always the same type as the VAE
+            latents = latents.to(next(iter(self.vae.post_quant_conv.parameters())).dtype)
             image = self.vae.decode(latents / self.vae.config.scaling_factor, return_dict=False, generator=generator)[
                 0
             ]