Fix typos in strings and comments (#11407)

src/diffusers/pipelines/deepfloyd_if/pipeline_if.py

@@ -484,7 +484,7 @@ class IFPipeline(DiffusionPipeline, StableDiffusionLoraLoaderMixin):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/deepfloyd_if/pipeline_if_img2img.py

@@ -528,7 +528,7 @@ class IFImg2ImgPipeline(DiffusionPipeline, StableDiffusionLoraLoaderMixin):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/deepfloyd_if/pipeline_if_img2img_superresolution.py

@@ -281,7 +281,7 @@ class IFImg2ImgSuperResolutionPipeline(DiffusionPipeline, StableDiffusionLoraLoa
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting.py

@@ -568,7 +568,7 @@ class IFInpaintingPipeline(DiffusionPipeline, StableDiffusionLoraLoaderMixin):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting_superresolution.py

@@ -283,7 +283,7 @@ class IFInpaintingSuperResolutionPipeline(DiffusionPipeline, StableDiffusionLora
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/deepfloyd_if/pipeline_if_superresolution.py

@@ -239,7 +239,7 @@ class IFSuperResolutionPipeline(DiffusionPipeline, StableDiffusionLoraLoaderMixi
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_model_editing.py

@@ -574,7 +574,7 @@ class StableDiffusionModelEditingPipeline(
                 idxs_replace.append(76)
             idxs_replaces.append(idxs_replace)
 
-        # prepare batch: for each pair of setences, old context and new values
+        # prepare batch: for each pair of sentences, old context and new values
         contexts, valuess = [], []
         for old_emb, new_emb, idxs_replace in zip(old_embs, new_embs, idxs_replaces):
             context = old_emb.detach()

src/diffusers/pipelines/latte/pipeline_latte.py

@@ -501,7 +501,7 @@ class LattePipeline(DiffusionPipeline):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/lumina/pipeline_lumina.py

@@ -534,7 +534,7 @@ class LuminaPipeline(DiffusionPipeline):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/pag/pipeline_pag_pixart_sigma.py

@@ -488,7 +488,7 @@ class PixArtSigmaPAGPipeline(DiffusionPipeline, PAGMixin):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/pag/pipeline_pag_sana.py

@@ -524,7 +524,7 @@ class SanaPAGPipeline(DiffusionPipeline, PAGMixin):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/pixart_alpha/pipeline_pixart_alpha.py

@@ -598,7 +598,7 @@ class PixArtAlphaPipeline(DiffusionPipeline):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/pixart_alpha/pipeline_pixart_sigma.py

@@ -525,7 +525,7 @@ class PixArtSigmaPipeline(DiffusionPipeline):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/sana/pipeline_sana.py

@@ -600,7 +600,7 @@ class SanaPipeline(DiffusionPipeline, SanaLoraLoaderMixin):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/sana/pipeline_sana_controlnet.py

@@ -615,7 +615,7 @@ class SanaControlNetPipeline(DiffusionPipeline, SanaLoraLoaderMixin):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/sana/pipeline_sana_sprint.py

@@ -491,7 +491,7 @@ class SanaSprintPipeline(DiffusionPipeline, SanaLoraLoaderMixin):
         # &amp
         caption = re.sub(r"&amp", "", caption)
 
-        # ip adresses:
+        # ip addresses:
         caption = re.sub(r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}", " ", caption)
 
         # article ids:

src/diffusers/pipelines/stable_diffusion_gligen/pipeline_stable_diffusion_gligen_text_image.py

@@ -175,7 +175,7 @@ class StableDiffusionGLIGENTextImagePipeline(DiffusionPipeline, StableDiffusionM
         tokenizer ([`~transformers.CLIPTokenizer`]):
             A `CLIPTokenizer` to tokenize text.
         processor ([`~transformers.CLIPProcessor`]):
-            A `CLIPProcessor` to procces reference image.
+            A `CLIPProcessor` to process reference image.
         image_encoder ([`~transformers.CLIPVisionModelWithProjection`]):
             Frozen image-encoder ([clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14)).
         image_project ([`CLIPImageProjection`]):

src/diffusers/schedulers/scheduling_deis_multistep.py

@@ -486,7 +486,7 @@ class DEISMultistepScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 1:
                 sample = args[1]
             else:
-                raise ValueError("missing `sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep is not None:
             deprecate(
                 "timesteps",
@@ -549,7 +549,7 @@ class DEISMultistepScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 2:
                 sample = args[2]
             else:
-                raise ValueError(" missing `sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep is not None:
             deprecate(
                 "timesteps",
@@ -603,7 +603,7 @@ class DEISMultistepScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 2:
                 sample = args[2]
             else:
-                raise ValueError(" missing `sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep_list is not None:
             deprecate(
                 "timestep_list",
@@ -673,7 +673,7 @@ class DEISMultistepScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 2:
                 sample = args[2]
             else:
-                raise ValueError(" missing`sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep_list is not None:
             deprecate(
                 "timestep_list",

src/diffusers/schedulers/scheduling_dpmsolver_multistep.py

@@ -646,7 +646,7 @@ class DPMSolverMultistepScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 1:
                 sample = args[1]
             else:
-                raise ValueError("missing `sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep is not None:
             deprecate(
                 "timesteps",
@@ -741,7 +741,7 @@ class DPMSolverMultistepScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 2:
                 sample = args[2]
             else:
-                raise ValueError(" missing `sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep is not None:
             deprecate(
                 "timesteps",
@@ -810,7 +810,7 @@ class DPMSolverMultistepScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 2:
                 sample = args[2]
             else:
-                raise ValueError(" missing `sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep_list is not None:
             deprecate(
                 "timestep_list",
@@ -934,7 +934,7 @@ class DPMSolverMultistepScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 2:
                 sample = args[2]
             else:
-                raise ValueError(" missing`sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep_list is not None:
             deprecate(
                 "timestep_list",

src/diffusers/schedulers/scheduling_dpmsolver_multistep_inverse.py

@@ -513,7 +513,7 @@ class DPMSolverMultistepInverseScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 1:
                 sample = args[1]
             else:
-                raise ValueError("missing `sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep is not None:
             deprecate(
                 "timesteps",
@@ -609,7 +609,7 @@ class DPMSolverMultistepInverseScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 2:
                 sample = args[2]
             else:
-                raise ValueError(" missing `sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep is not None:
             deprecate(
                 "timesteps",
@@ -679,7 +679,7 @@ class DPMSolverMultistepInverseScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 2:
                 sample = args[2]
             else:
-                raise ValueError(" missing `sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep_list is not None:
             deprecate(
                 "timestep_list",
@@ -804,7 +804,7 @@ class DPMSolverMultistepInverseScheduler(SchedulerMixin, ConfigMixin):
             if len(args) > 2:
                 sample = args[2]
             else:
-                raise ValueError(" missing`sample` as a required keyward argument")
+                raise ValueError("missing `sample` as a required keyword argument")
         if timestep_list is not None:
             deprecate(
                 "timestep_list",