Merge branch 'main' into deprecate-jax

Author: sayakpaul

docs/source/en/_toctree.yml

@@ -17,7 +17,7 @@
   - local: tutorials/autopipeline
     title: AutoPipeline
   - local: using-diffusers/custom_pipeline_overview
-    title: Load community pipelines and components
+    title: Community pipelines and components
   - local: using-diffusers/callback
     title: Pipeline callbacks
   - local: using-diffusers/reusing_seeds

docs/source/en/api/pipelines/overview.md

@@ -113,3 +113,17 @@ The table below lists all the pipelines currently available in 🤗 Diffusers an
 ## PushToHubMixin
 
 [[autodoc]] utils.PushToHubMixin
+
+## Callbacks
+
+[[autodoc]] callbacks.PipelineCallback
+
+[[autodoc]] callbacks.SDCFGCutoffCallback
+
+[[autodoc]] callbacks.SDXLCFGCutoffCallback
+
+[[autodoc]] callbacks.SDXLControlnetCFGCutoffCallback
+
+[[autodoc]] callbacks.IPAdapterScaleCutoffCallback
+
+[[autodoc]] callbacks.SD3CFGCutoffCallback

docs/source/en/api/pipelines/qwenimage.md

@@ -120,6 +120,10 @@ The `guidance_scale` parameter in the pipeline is there to support future guidan
   - all
   - __call__
 
+## QwenImaggeControlNetPipeline
+  - all
+  - __call__
+
 ## QwenImagePipelineOutput
 
 [[autodoc]] pipelines.qwenimage.pipeline_output.QwenImagePipelineOutput

docs/source/en/using-diffusers/callback.md

@@ -218,6 +218,8 @@
             "OmniGenTransformer2DModel",
             "PixArtTransformer2DModel",
             "PriorTransformer",
+            "QwenImageControlNetModel",
+            "QwenImageMultiControlNetModel",
             "QwenImageTransformer2DModel",
             "SanaControlNetModel",
             "SanaTransformer2DModel",
@@ -491,6 +493,7 @@
             "PixArtAlphaPipeline",
             "PixArtSigmaPAGPipeline",
             "PixArtSigmaPipeline",
+            "QwenImageControlNetPipeline",
             "QwenImageEditPipeline",
             "QwenImageImg2ImgPipeline",
             "QwenImageInpaintPipeline",
@@ -885,6 +888,8 @@
             OmniGenTransformer2DModel,
             PixArtTransformer2DModel,
             PriorTransformer,
+            QwenImageControlNetModel,
+            QwenImageMultiControlNetModel,
             QwenImageTransformer2DModel,
             SanaControlNetModel,
             SanaTransformer2DModel,
@@ -1128,6 +1133,7 @@
             PixArtAlphaPipeline,
             PixArtSigmaPAGPipeline,
             PixArtSigmaPipeline,
+            QwenImageControlNetPipeline,
             QwenImageEditPipeline,
             QwenImageImg2ImgPipeline,
             QwenImageInpaintPipeline,

docs/source/en/using-diffusers/custom_pipeline_overview.md

@@ -52,6 +52,10 @@
         "HunyuanDiT2DControlNetModel",
         "HunyuanDiT2DMultiControlNetModel",
     ]
+    _import_structure["controlnets.controlnet_qwenimage"] = [
+        "QwenImageControlNetModel",
+        "QwenImageMultiControlNetModel",
+    ]
     _import_structure["controlnets.controlnet_sana"] = ["SanaControlNetModel"]
     _import_structure["controlnets.controlnet_sd3"] = ["SD3ControlNetModel", "SD3MultiControlNetModel"]
     _import_structure["controlnets.controlnet_sparsectrl"] = ["SparseControlNetModel"]
@@ -148,6 +152,8 @@
             HunyuanDiT2DMultiControlNetModel,
             MultiControlNetModel,
             MultiControlNetUnionModel,
+            QwenImageControlNetModel,
+            QwenImageMultiControlNetModel,
             SanaControlNetModel,
             SD3ControlNetModel,
             SD3MultiControlNetModel,

src/diffusers/__init__.py

@@ -9,6 +9,7 @@
         HunyuanDiT2DControlNetModel,
         HunyuanDiT2DMultiControlNetModel,
     )
+    from .controlnet_qwenimage import QwenImageControlNetModel, QwenImageMultiControlNetModel
     from .controlnet_sana import SanaControlNetModel
     from .controlnet_sd3 import SD3ControlNetModel, SD3ControlNetOutput, SD3MultiControlNetModel
     from .controlnet_sparsectrl import (