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Diffsynth #12317

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7a18f77
Diffsynth blockwise controlnet
akiseakusa Sep 11, 2025
b4a24ba
init files
akiseakusa Sep 11, 2025
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14 changes: 14 additions & 0 deletions src/diffusers/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -179,6 +179,7 @@
"AsymmetricAutoencoderKL",
"AttentionBackendName",
"AuraFlowTransformer2DModel",
"AutoencoderBlockwiseVAE",
"AutoencoderDC",
"AutoencoderKL",
"AutoencoderKLAllegro",
Expand Down Expand Up @@ -231,6 +232,8 @@
"OmniGenTransformer2DModel",
"PixArtTransformer2DModel",
"PriorTransformer",
"QwenImageBlockwiseMultiControlNetModel",
"QwenImageBlockTransformer2DModel"
"QwenImageControlNetModel",
"QwenImageMultiControlNetModel",
"QwenImageTransformer2DModel",
Expand Down Expand Up @@ -321,6 +324,7 @@
"EDMEulerScheduler",
"EulerAncestralDiscreteScheduler",
"EulerDiscreteScheduler",
"FlowMatchScheduler",
"FlowMatchEulerDiscreteScheduler",
"FlowMatchHeunDiscreteScheduler",
"FlowMatchLCMScheduler",
Expand Down Expand Up @@ -510,7 +514,11 @@
"PixArtAlphaPipeline",
"PixArtSigmaPAGPipeline",
"PixArtSigmaPipeline",
<<<<<<< Updated upstream
"QwenImageControlNetInpaintPipeline",
=======
"QwenImageBlockControlNetPipeline"
>>>>>>> Stashed changes
"QwenImageControlNetPipeline",
"QwenImageEditInpaintPipeline",
"QwenImageEditPipeline",
Expand Down Expand Up @@ -915,6 +923,8 @@
OmniGenTransformer2DModel,
PixArtTransformer2DModel,
PriorTransformer,
QwenImageBlockwiseMultiControlNetModel,
QwenImageBlockTransformer2DModel,
QwenImageControlNetModel,
QwenImageMultiControlNetModel,
QwenImageTransformer2DModel,
Expand Down Expand Up @@ -1164,7 +1174,11 @@
PixArtAlphaPipeline,
PixArtSigmaPAGPipeline,
PixArtSigmaPipeline,
<<<<<<< Updated upstream
QwenImageControlNetInpaintPipeline,
=======
QwenImageBlockControlNetPipeline,
>>>>>>> Stashed changes
QwenImageControlNetPipeline,
QwenImageEditInpaintPipeline,
QwenImageEditPipeline,
Expand Down
3 changes: 3 additions & 0 deletions src/diffusers/models/__init__.py
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Expand Up @@ -100,6 +100,7 @@
_import_structure["transformers.transformer_temporal"] = ["TransformerTemporalModel"]
_import_structure["transformers.transformer_wan"] = ["WanTransformer3DModel"]
_import_structure["transformers.transformer_wan_vace"] = ["WanVACETransformer3DModel"]
_import_structure["transformers.transformer_blockwise_controlnet_text_encoder"] = ["QwenImageBlockwiseControlnetTextEncoder"]
_import_structure["unets.unet_1d"] = ["UNet1DModel"]
_import_structure["unets.unet_2d"] = ["UNet2DModel"]
_import_structure["unets.unet_2d_condition"] = ["UNet2DConditionModel"]
Expand Down Expand Up @@ -159,6 +160,7 @@
SD3MultiControlNetModel,
SparseControlNetModel,
UNetControlNetXSModel,
QwenImageBlockwiseMultiControlNetModel
)
from .embeddings import ImageProjection
from .modeling_utils import ModelMixin
Expand Down Expand Up @@ -198,6 +200,7 @@
TransformerTemporalModel,
WanTransformer3DModel,
WanVACETransformer3DModel,
QwenImageBlockTransformer2DModel,
)
from .unets import (
I2VGenXLUNet,
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1 change: 1 addition & 0 deletions src/diffusers/models/autoencoders/autoencoder_kl_qwenimage.py
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Expand Up @@ -1068,3 +1068,4 @@ def forward(
z = posterior.mode()
dec = self.decode(z, return_dict=return_dict)
return dec

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1 change: 1 addition & 0 deletions src/diffusers/models/controlnets/__init__.py
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Expand Up @@ -10,6 +10,7 @@
HunyuanDiT2DMultiControlNetModel,
)
from .controlnet_qwenimage import QwenImageControlNetModel, QwenImageMultiControlNetModel
from .controlnet_qwenimage_blockwise import QwenImageBlockwiseMultiControlNetModel
from .controlnet_sana import SanaControlNetModel
from .controlnet_sd3 import SD3ControlNetModel, SD3ControlNetOutput, SD3MultiControlNetModel
from .controlnet_sparsectrl import (
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