diff --git a/docs/source/api/pipelines/alt_diffusion.mdx b/docs/source/api/pipelines/alt_diffusion.mdx
index efa9beb8..84dda88d 100644
--- a/docs/source/api/pipelines/alt_diffusion.mdx
+++ b/docs/source/api/pipelines/alt_diffusion.mdx
@@ -61,10 +61,10 @@ If you want to use all possible use cases in a single `DiffusionPipeline` we rec
 ...     AltDiffusionImg2ImgPipeline,
 ... )
 
->>> img2text = AltDiffusionPipeline.from_pretrained("BAAI/AltDiffusion")
->>> img2img = AltDiffusionImg2ImgPipeline(**img2text.components)
+>>> text2img = AltDiffusionPipeline.from_pretrained("BAAI/AltDiffusion")
+>>> img2img = AltDiffusionImg2ImgPipeline(**text2img.components)
 
->>> # now you can use img2text(...) and img2img(...) just like the call methods of each respective pipeline
+>>> # now you can use text2img(...) and img2img(...) just like the call methods of each respective pipeline
 ```
 
 ## AltDiffusionPipelineOutput
diff --git a/docs/source/api/pipelines/stable_diffusion.mdx b/docs/source/api/pipelines/stable_diffusion.mdx
index 1d22024a..8b551f7a 100644
--- a/docs/source/api/pipelines/stable_diffusion.mdx
+++ b/docs/source/api/pipelines/stable_diffusion.mdx
@@ -61,11 +61,11 @@ If you want to use all possible use cases in a single `DiffusionPipeline` you ca
 ...     StableDiffusionInpaintPipeline,
 ... )
 
->>> img2text = StableDiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-4")
->>> img2img = StableDiffusionImg2ImgPipeline(**img2text.components)
->>> inpaint = StableDiffusionInpaintPipeline(**img2text.components)
+>>> text2img = StableDiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-4")
+>>> img2img = StableDiffusionImg2ImgPipeline(**text2img.components)
+>>> inpaint = StableDiffusionInpaintPipeline(**text2img.components)
 
->>> # now you can use img2text(...), img2img(...), inpaint(...) just like the call methods of each respective pipeline
+>>> # now you can use text2img(...), img2img(...), inpaint(...) just like the call methods of each respective pipeline
 ```
 
 ## StableDiffusionPipelineOutput
diff --git a/src/diffusers/pipeline_utils.py b/src/diffusers/pipeline_utils.py
index 65432f47..cf2bbb98 100644
--- a/src/diffusers/pipeline_utils.py
+++ b/src/diffusers/pipeline_utils.py
@@ -680,9 +680,9 @@ class DiffusionPipeline(ConfigMixin):
         ...     StableDiffusionInpaintPipeline,
         ... )
 
-        >>> img2text = StableDiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5")
-        >>> img2img = StableDiffusionImg2ImgPipeline(**img2text.components)
-        >>> inpaint = StableDiffusionInpaintPipeline(**img2text.components)
+        >>> text2img = StableDiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5")
+        >>> img2img = StableDiffusionImg2ImgPipeline(**text2img.components)
+        >>> inpaint = StableDiffusionInpaintPipeline(**text2img.components)
         ```
 
         Returns: