diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint_legacy.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint_legacy.py
index 5c06b74bfa38..431008dc5eec 100644
--- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint_legacy.py
+++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint_legacy.py
@@ -414,7 +414,9 @@ def __call__(
             safety_checker_input = self.feature_extractor(self.numpy_to_pil(image), return_tensors="pt").to(
                 self.device
             )
-            image, has_nsfw_concept = self.safety_checker(images=image, clip_input=safety_checker_input.pixel_values)
+            image, has_nsfw_concept = self.safety_checker(
+                images=image, clip_input=safety_checker_input.pixel_values.to(text_embeddings.dtype)
+            )
         else:
             has_nsfw_concept = None