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__init__.py
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984 lines (948 loc) · 36.1 KB
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from typing import TYPE_CHECKING
from ..utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_flax_available,
is_librosa_available,
is_note_seq_available,
is_onnx_available,
is_opencv_available,
is_sentencepiece_available,
is_torch_available,
is_torch_npu_available,
is_transformers_available,
is_transformers_version,
)
# These modules contain pipelines from multiple libraries/frameworks
_dummy_objects = {}
_import_structure = {
"controlnet": [],
"controlnet_hunyuandit": [],
"controlnet_sd3": [],
"deprecated": [],
"latent_diffusion": [],
"ledits_pp": [],
"marigold": [],
"pag": [],
"stable_diffusion": [],
"stable_diffusion_xl": [],
}
try:
if not is_torch_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_pt_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_pt_objects))
else:
_import_structure["auto_pipeline"] = [
"AutoPipelineForImage2Image",
"AutoPipelineForInpainting",
"AutoPipelineForText2Image",
]
_import_structure["consistency_models"] = ["ConsistencyModelPipeline"]
_import_structure["ddim"] = ["DDIMPipeline"]
_import_structure["ddpm"] = ["DDPMPipeline"]
_import_structure["dit"] = ["DiTPipeline"]
_import_structure["latent_diffusion"].extend(["LDMSuperResolutionPipeline"])
_import_structure["pipeline_utils"] = [
"AudioPipelineOutput",
"DiffusionPipeline",
"StableDiffusionMixin",
"ImagePipelineOutput",
]
_import_structure["deprecated"].extend(
[
"DanceDiffusionPipeline",
"PNDMPipeline",
"LDMPipeline",
"RePaintPipeline",
"ScoreSdeVePipeline",
"KarrasVePipeline",
]
)
try:
if not (is_torch_available() and is_librosa_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_torch_and_librosa_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_torch_and_librosa_objects))
else:
_import_structure["deprecated"].extend(["AudioDiffusionPipeline", "Mel"])
try:
if not (is_transformers_available() and is_torch_available() and is_note_seq_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_transformers_and_torch_and_note_seq_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_transformers_and_torch_and_note_seq_objects))
else:
_import_structure["deprecated"].extend(
[
"MidiProcessor",
"SpectrogramDiffusionPipeline",
]
)
try:
if not (is_torch_available() and is_transformers_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_torch_and_transformers_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_objects))
else:
_import_structure["deprecated"].extend(
[
"AmusedImg2ImgPipeline",
"AmusedInpaintPipeline",
"AmusedPipeline",
"AudioLDMPipeline",
"BlipDiffusionPipeline",
"I2VGenXLPipeline",
"ImageTextPipelineOutput",
"MusicLDMPipeline",
"PIAPipeline",
"PaintByExamplePipeline",
"SemanticStableDiffusionPipeline",
"StableDiffusionAttendAndExcitePipeline",
"StableDiffusionControlNetXSPipeline",
"StableDiffusionDiffEditPipeline",
"StableDiffusionGLIGENPipeline",
"StableDiffusionGLIGENTextImagePipeline",
"StableDiffusionLDM3DPipeline",
"StableDiffusionPanoramaPipeline",
"StableDiffusionPipelineSafe",
"StableDiffusionSAGPipeline",
"StableDiffusionXLControlNetXSPipeline",
"TextToVideoSDPipeline",
"TextToVideoZeroPipeline",
"TextToVideoZeroSDXLPipeline",
"UnCLIPImageVariationPipeline",
"UnCLIPPipeline",
"UniDiffuserModel",
"UniDiffuserPipeline",
"UniDiffuserTextDecoder",
"VQDiffusionPipeline",
"AltDiffusionPipeline",
"AltDiffusionImg2ImgPipeline",
"CycleDiffusionPipeline",
"StableDiffusionInpaintPipelineLegacy",
"StableDiffusionPix2PixZeroPipeline",
"StableDiffusionParadigmsPipeline",
"StableDiffusionModelEditingPipeline",
"VersatileDiffusionDualGuidedPipeline",
"VersatileDiffusionImageVariationPipeline",
"VersatileDiffusionPipeline",
"VersatileDiffusionTextToImagePipeline",
"VideoToVideoSDPipeline",
"WuerstchenCombinedPipeline",
"WuerstchenDecoderPipeline",
"WuerstchenPriorPipeline",
]
)
_import_structure["ace_step"] = [
"AceStepAudioTokenDetokenizer",
"AceStepAudioTokenizer",
"AceStepConditionEncoder",
"AceStepPipeline",
]
_import_structure["allegro"] = ["AllegroPipeline"]
_import_structure["animatediff"] = [
"AnimateDiffPipeline",
"AnimateDiffControlNetPipeline",
"AnimateDiffSDXLPipeline",
"AnimateDiffSparseControlNetPipeline",
"AnimateDiffVideoToVideoPipeline",
"AnimateDiffVideoToVideoControlNetPipeline",
]
_import_structure["bria"] = ["BriaPipeline"]
_import_structure["bria_fibo"] = ["BriaFiboPipeline", "BriaFiboEditPipeline"]
_import_structure["flux2"] = [
"Flux2Pipeline",
"Flux2KleinPipeline",
"Flux2KleinInpaintPipeline",
"Flux2KleinKVPipeline",
]
_import_structure["flux"] = [
"FluxControlPipeline",
"FluxControlInpaintPipeline",
"FluxControlImg2ImgPipeline",
"FluxControlNetPipeline",
"FluxControlNetImg2ImgPipeline",
"FluxControlNetInpaintPipeline",
"FluxImg2ImgPipeline",
"FluxInpaintPipeline",
"FluxPipeline",
"FluxFillPipeline",
"FluxPriorReduxPipeline",
"ReduxImageEncoder",
"FluxKontextPipeline",
"FluxKontextInpaintPipeline",
]
_import_structure["prx"] = ["PRXPipeline"]
_import_structure["audioldm2"] = [
"AudioLDM2Pipeline",
"AudioLDM2ProjectionModel",
"AudioLDM2UNet2DConditionModel",
]
_import_structure["chroma"] = ["ChromaPipeline", "ChromaImg2ImgPipeline", "ChromaInpaintPipeline"]
_import_structure["cogvideo"] = [
"CogVideoXPipeline",
"CogVideoXImageToVideoPipeline",
"CogVideoXVideoToVideoPipeline",
"CogVideoXFunControlPipeline",
]
_import_structure["cogview3"] = ["CogView3PlusPipeline"]
_import_structure["cogview4"] = ["CogView4Pipeline", "CogView4ControlPipeline"]
_import_structure["consisid"] = ["ConsisIDPipeline"]
_import_structure["cosmos"] = [
"Cosmos2_5_PredictBasePipeline",
"Cosmos2_5_TransferPipeline",
"Cosmos2TextToImagePipeline",
"CosmosTextToWorldPipeline",
"CosmosVideoToWorldPipeline",
"Cosmos2VideoToWorldPipeline",
]
_import_structure["controlnet"].extend(
[
"BlipDiffusionControlNetPipeline",
"StableDiffusionControlNetImg2ImgPipeline",
"StableDiffusionControlNetInpaintPipeline",
"StableDiffusionControlNetPipeline",
"StableDiffusionXLControlNetImg2ImgPipeline",
"StableDiffusionXLControlNetInpaintPipeline",
"StableDiffusionXLControlNetPipeline",
"StableDiffusionXLControlNetUnionPipeline",
"StableDiffusionXLControlNetUnionInpaintPipeline",
"StableDiffusionXLControlNetUnionImg2ImgPipeline",
]
)
_import_structure["pag"].extend(
[
"StableDiffusionControlNetPAGInpaintPipeline",
"AnimateDiffPAGPipeline",
"KolorsPAGPipeline",
"HunyuanDiTPAGPipeline",
"StableDiffusion3PAGPipeline",
"StableDiffusion3PAGImg2ImgPipeline",
"StableDiffusionPAGPipeline",
"StableDiffusionPAGImg2ImgPipeline",
"StableDiffusionPAGInpaintPipeline",
"StableDiffusionControlNetPAGPipeline",
"StableDiffusionXLPAGPipeline",
"StableDiffusionXLPAGInpaintPipeline",
"StableDiffusionXLControlNetPAGImg2ImgPipeline",
"StableDiffusionXLControlNetPAGPipeline",
"StableDiffusionXLPAGImg2ImgPipeline",
"PixArtSigmaPAGPipeline",
"SanaPAGPipeline",
]
)
_import_structure["controlnet_hunyuandit"].extend(
[
"HunyuanDiTControlNetPipeline",
]
)
_import_structure["controlnet_sd3"].extend(
[
"StableDiffusion3ControlNetPipeline",
"StableDiffusion3ControlNetInpaintingPipeline",
]
)
_import_structure["deepfloyd_if"] = [
"IFImg2ImgPipeline",
"IFImg2ImgSuperResolutionPipeline",
"IFInpaintingPipeline",
"IFInpaintingSuperResolutionPipeline",
"IFPipeline",
"IFSuperResolutionPipeline",
]
_import_structure["easyanimate"] = [
"EasyAnimatePipeline",
"EasyAnimateInpaintPipeline",
"EasyAnimateControlPipeline",
]
_import_structure["helios"] = ["HeliosPipeline", "HeliosPyramidPipeline"]
_import_structure["hidream_image"] = ["HiDreamImagePipeline"]
_import_structure["hunyuandit"] = ["HunyuanDiTPipeline"]
_import_structure["hunyuan_video"] = [
"HunyuanVideoPipeline",
"HunyuanSkyreelsImageToVideoPipeline",
"HunyuanVideoImageToVideoPipeline",
"HunyuanVideoFramepackPipeline",
]
_import_structure["hunyuan_video1_5"] = ["HunyuanVideo15Pipeline", "HunyuanVideo15ImageToVideoPipeline"]
_import_structure["hunyuan_image"] = ["HunyuanImagePipeline", "HunyuanImageRefinerPipeline"]
_import_structure["kandinsky"] = [
"KandinskyCombinedPipeline",
"KandinskyImg2ImgCombinedPipeline",
"KandinskyImg2ImgPipeline",
"KandinskyInpaintCombinedPipeline",
"KandinskyInpaintPipeline",
"KandinskyPipeline",
"KandinskyPriorPipeline",
]
_import_structure["kandinsky2_2"] = [
"KandinskyV22CombinedPipeline",
"KandinskyV22ControlnetImg2ImgPipeline",
"KandinskyV22ControlnetPipeline",
"KandinskyV22Img2ImgCombinedPipeline",
"KandinskyV22Img2ImgPipeline",
"KandinskyV22InpaintCombinedPipeline",
"KandinskyV22InpaintPipeline",
"KandinskyV22Pipeline",
"KandinskyV22PriorEmb2EmbPipeline",
"KandinskyV22PriorPipeline",
]
_import_structure["kandinsky3"] = [
"Kandinsky3Img2ImgPipeline",
"Kandinsky3Pipeline",
]
_import_structure["latent_consistency_models"] = [
"LatentConsistencyModelImg2ImgPipeline",
"LatentConsistencyModelPipeline",
]
_import_structure["latent_diffusion"].extend(["LDMTextToImagePipeline"])
_import_structure["ledits_pp"].extend(
[
"LEditsPPPipelineStableDiffusion",
"LEditsPPPipelineStableDiffusionXL",
]
)
_import_structure["latte"] = ["LattePipeline"]
_import_structure["llada2"] = ["LLaDA2Pipeline", "LLaDA2PipelineOutput"]
_import_structure["ltx"] = [
"LTXPipeline",
"LTXImageToVideoPipeline",
"LTXConditionPipeline",
"LTXLatentUpsamplePipeline",
"LTXI2VLongMultiPromptPipeline",
]
_import_structure["ltx2"] = [
"LTX2Pipeline",
"LTX2ConditionPipeline",
"LTX2ImageToVideoPipeline",
"LTX2LatentUpsamplePipeline",
]
_import_structure["lumina"] = ["LuminaPipeline", "LuminaText2ImgPipeline"]
_import_structure["lumina2"] = ["Lumina2Pipeline", "Lumina2Text2ImgPipeline"]
_import_structure["lucy"] = ["LucyEditPipeline"]
_import_structure["longcat_image"] = ["LongCatImagePipeline", "LongCatImageEditPipeline"]
_import_structure["longcat_audio_dit"] = ["LongCatAudioDiTPipeline"]
_import_structure["marigold"].extend(
[
"MarigoldDepthPipeline",
"MarigoldIntrinsicsPipeline",
"MarigoldNormalsPipeline",
]
)
_import_structure["mochi"] = ["MochiPipeline"]
_import_structure["omnigen"] = ["OmniGenPipeline"]
_import_structure["ernie_image"] = ["ErnieImagePipeline"]
_import_structure["ovis_image"] = ["OvisImagePipeline"]
_import_structure["visualcloze"] = ["VisualClozePipeline", "VisualClozeGenerationPipeline"]
_import_structure["pixart_alpha"] = ["PixArtAlphaPipeline", "PixArtSigmaPipeline"]
_import_structure["sana"] = [
"SanaPipeline",
"SanaSprintPipeline",
"SanaControlNetPipeline",
"SanaSprintImg2ImgPipeline",
]
_import_structure["sana_video"] = [
"SanaVideoPipeline",
"SanaImageToVideoPipeline",
]
_import_structure["shap_e"] = ["ShapEImg2ImgPipeline", "ShapEPipeline"]
_import_structure["stable_audio"] = [
"StableAudioProjectionModel",
"StableAudioPipeline",
]
_import_structure["stable_cascade"] = [
"StableCascadeCombinedPipeline",
"StableCascadeDecoderPipeline",
"StableCascadePriorPipeline",
]
_import_structure["stable_diffusion"].extend(
[
"CLIPImageProjection",
"StableDiffusionDepth2ImgPipeline",
"StableDiffusionImageVariationPipeline",
"StableDiffusionImg2ImgPipeline",
"StableDiffusionInpaintPipeline",
"StableDiffusionInstructPix2PixPipeline",
"StableDiffusionLatentUpscalePipeline",
"StableDiffusionPipeline",
"StableDiffusionUpscalePipeline",
"StableUnCLIPImg2ImgPipeline",
"StableUnCLIPPipeline",
]
)
_import_structure["aura_flow"] = ["AuraFlowPipeline"]
_import_structure["stable_diffusion_3"] = [
"StableDiffusion3Pipeline",
"StableDiffusion3Img2ImgPipeline",
"StableDiffusion3InpaintPipeline",
]
_import_structure["stable_video_diffusion"] = ["StableVideoDiffusionPipeline"]
_import_structure["stable_diffusion_xl"].extend(
[
"StableDiffusionXLImg2ImgPipeline",
"StableDiffusionXLInpaintPipeline",
"StableDiffusionXLInstructPix2PixPipeline",
"StableDiffusionXLPipeline",
]
)
_import_structure["t2i_adapter"] = [
"StableDiffusionAdapterPipeline",
"StableDiffusionXLAdapterPipeline",
]
_import_structure["wan"] = [
"WanPipeline",
"WanImageToVideoPipeline",
"WanVideoToVideoPipeline",
"WanVACEPipeline",
"WanAnimatePipeline",
]
_import_structure["kandinsky5"] = [
"Kandinsky5T2VPipeline",
"Kandinsky5I2VPipeline",
"Kandinsky5T2IPipeline",
"Kandinsky5I2IPipeline",
]
_import_structure["z_image"] = [
"ZImageControlNetInpaintPipeline",
"ZImageControlNetPipeline",
"ZImageImg2ImgPipeline",
"ZImageInpaintPipeline",
"ZImageOmniPipeline",
"ZImagePipeline",
]
_import_structure["skyreels_v2"] = [
"SkyReelsV2DiffusionForcingPipeline",
"SkyReelsV2DiffusionForcingImageToVideoPipeline",
"SkyReelsV2DiffusionForcingVideoToVideoPipeline",
"SkyReelsV2ImageToVideoPipeline",
"SkyReelsV2Pipeline",
]
_import_structure["nucleusmoe_image"] = ["NucleusMoEImagePipeline"]
_import_structure["qwenimage"] = [
"QwenImagePipeline",
"QwenImageImg2ImgPipeline",
"QwenImageInpaintPipeline",
"QwenImageEditPipeline",
"QwenImageEditPlusPipeline",
"QwenImageEditInpaintPipeline",
"QwenImageControlNetInpaintPipeline",
"QwenImageControlNetPipeline",
"QwenImageLayeredPipeline",
]
_import_structure["chronoedit"] = ["ChronoEditPipeline"]
_import_structure["glm_image"] = ["GlmImagePipeline"]
try:
if not is_onnx_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_onnx_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_onnx_objects))
else:
_import_structure["onnx_utils"] = ["OnnxRuntimeModel"]
try:
if not (is_torch_available() and is_transformers_available() and is_onnx_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_torch_and_transformers_and_onnx_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_and_onnx_objects))
else:
_import_structure["stable_diffusion"].extend(
[
"OnnxStableDiffusionImg2ImgPipeline",
"OnnxStableDiffusionInpaintPipeline",
"OnnxStableDiffusionPipeline",
"OnnxStableDiffusionUpscalePipeline",
"StableDiffusionOnnxPipeline",
]
)
try:
if not (is_torch_available() and is_transformers_available() and is_sentencepiece_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import (
dummy_torch_and_transformers_and_sentencepiece_objects,
)
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_and_sentencepiece_objects))
else:
_import_structure["kolors"] = [
"KolorsPipeline",
"KolorsImg2ImgPipeline",
]
try:
if not (is_torch_available() and is_transformers_available() and is_opencv_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import (
dummy_torch_and_transformers_and_opencv_objects,
)
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_and_opencv_objects))
else:
_import_structure["consisid"] = ["ConsisIDPipeline"]
try:
if not is_flax_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_flax_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_flax_objects))
else:
_import_structure["pipeline_flax_utils"] = ["FlaxDiffusionPipeline"]
try:
if not (is_flax_available() and is_transformers_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_flax_and_transformers_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_flax_and_transformers_objects))
else:
_import_structure["controlnet"].extend(["FlaxStableDiffusionControlNetPipeline"])
_import_structure["stable_diffusion"].extend(
[
"FlaxStableDiffusionImg2ImgPipeline",
"FlaxStableDiffusionInpaintPipeline",
"FlaxStableDiffusionPipeline",
]
)
_import_structure["stable_diffusion_xl"].extend(
[
"FlaxStableDiffusionXLPipeline",
]
)
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
try:
if not is_torch_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_pt_objects import * # noqa F403
else:
from .auto_pipeline import (
AutoPipelineForImage2Image,
AutoPipelineForInpainting,
AutoPipelineForText2Image,
)
from .consistency_models import ConsistencyModelPipeline
from .ddim import DDIMPipeline
from .ddpm import DDPMPipeline
from .deprecated import (
DanceDiffusionPipeline,
KarrasVePipeline,
LDMPipeline,
PNDMPipeline,
RePaintPipeline,
ScoreSdeVePipeline,
)
from .dit import DiTPipeline
from .latent_diffusion import LDMSuperResolutionPipeline
from .pipeline_utils import (
AudioPipelineOutput,
DiffusionPipeline,
ImagePipelineOutput,
StableDiffusionMixin,
)
try:
if not (is_torch_available() and is_librosa_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_torch_and_librosa_objects import *
else:
from .deprecated import AudioDiffusionPipeline, Mel
try:
if not (is_torch_available() and is_transformers_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_torch_and_transformers_objects import *
else:
from .ace_step import (
AceStepAudioTokenDetokenizer,
AceStepAudioTokenizer,
AceStepConditionEncoder,
AceStepPipeline,
)
from .allegro import AllegroPipeline
from .animatediff import (
AnimateDiffControlNetPipeline,
AnimateDiffPipeline,
AnimateDiffSDXLPipeline,
AnimateDiffSparseControlNetPipeline,
AnimateDiffVideoToVideoControlNetPipeline,
AnimateDiffVideoToVideoPipeline,
)
from .audioldm2 import (
AudioLDM2Pipeline,
AudioLDM2ProjectionModel,
AudioLDM2UNet2DConditionModel,
)
from .aura_flow import AuraFlowPipeline
from .bria import BriaPipeline
from .bria_fibo import BriaFiboEditPipeline, BriaFiboPipeline
from .chroma import ChromaImg2ImgPipeline, ChromaInpaintPipeline, ChromaPipeline
from .chronoedit import ChronoEditPipeline
from .cogvideo import (
CogVideoXFunControlPipeline,
CogVideoXImageToVideoPipeline,
CogVideoXPipeline,
CogVideoXVideoToVideoPipeline,
)
from .cogview3 import CogView3PlusPipeline
from .cogview4 import CogView4ControlPipeline, CogView4Pipeline
from .controlnet import (
BlipDiffusionControlNetPipeline,
StableDiffusionControlNetImg2ImgPipeline,
StableDiffusionControlNetInpaintPipeline,
StableDiffusionControlNetPipeline,
StableDiffusionXLControlNetImg2ImgPipeline,
StableDiffusionXLControlNetInpaintPipeline,
StableDiffusionXLControlNetPipeline,
StableDiffusionXLControlNetUnionImg2ImgPipeline,
StableDiffusionXLControlNetUnionInpaintPipeline,
StableDiffusionXLControlNetUnionPipeline,
)
from .controlnet_hunyuandit import (
HunyuanDiTControlNetPipeline,
)
from .controlnet_sd3 import StableDiffusion3ControlNetInpaintingPipeline, StableDiffusion3ControlNetPipeline
from .cosmos import (
Cosmos2_5_PredictBasePipeline,
Cosmos2_5_TransferPipeline,
Cosmos2TextToImagePipeline,
Cosmos2VideoToWorldPipeline,
CosmosTextToWorldPipeline,
CosmosVideoToWorldPipeline,
)
from .deepfloyd_if import (
IFImg2ImgPipeline,
IFImg2ImgSuperResolutionPipeline,
IFInpaintingPipeline,
IFInpaintingSuperResolutionPipeline,
IFPipeline,
IFSuperResolutionPipeline,
)
from .deprecated import (
AltDiffusionImg2ImgPipeline,
AltDiffusionPipeline,
AmusedImg2ImgPipeline,
AmusedInpaintPipeline,
AmusedPipeline,
AudioLDMPipeline,
BlipDiffusionPipeline,
CycleDiffusionPipeline,
I2VGenXLPipeline,
ImageTextPipelineOutput,
MusicLDMPipeline,
PaintByExamplePipeline,
PIAPipeline,
SemanticStableDiffusionPipeline,
StableDiffusionAttendAndExcitePipeline,
StableDiffusionControlNetXSPipeline,
StableDiffusionDiffEditPipeline,
StableDiffusionGLIGENPipeline,
StableDiffusionGLIGENTextImagePipeline,
StableDiffusionInpaintPipelineLegacy,
StableDiffusionLDM3DPipeline,
StableDiffusionModelEditingPipeline,
StableDiffusionPanoramaPipeline,
StableDiffusionParadigmsPipeline,
StableDiffusionPipelineSafe,
StableDiffusionPix2PixZeroPipeline,
StableDiffusionSAGPipeline,
StableDiffusionXLControlNetXSPipeline,
TextToVideoSDPipeline,
TextToVideoZeroPipeline,
TextToVideoZeroSDXLPipeline,
UnCLIPImageVariationPipeline,
UnCLIPPipeline,
UniDiffuserModel,
UniDiffuserPipeline,
UniDiffuserTextDecoder,
VersatileDiffusionDualGuidedPipeline,
VersatileDiffusionImageVariationPipeline,
VersatileDiffusionPipeline,
VersatileDiffusionTextToImagePipeline,
VideoToVideoSDPipeline,
VQDiffusionPipeline,
WuerstchenCombinedPipeline,
WuerstchenDecoderPipeline,
WuerstchenPriorPipeline,
)
from .easyanimate import (
EasyAnimateControlPipeline,
EasyAnimateInpaintPipeline,
EasyAnimatePipeline,
)
from .ernie_image import ErnieImagePipeline
from .flux import (
FluxControlImg2ImgPipeline,
FluxControlInpaintPipeline,
FluxControlNetImg2ImgPipeline,
FluxControlNetInpaintPipeline,
FluxControlNetPipeline,
FluxControlPipeline,
FluxFillPipeline,
FluxImg2ImgPipeline,
FluxInpaintPipeline,
FluxKontextInpaintPipeline,
FluxKontextPipeline,
FluxPipeline,
FluxPriorReduxPipeline,
ReduxImageEncoder,
)
from .flux2 import Flux2KleinInpaintPipeline, Flux2KleinKVPipeline, Flux2KleinPipeline, Flux2Pipeline
from .glm_image import GlmImagePipeline
from .helios import HeliosPipeline, HeliosPyramidPipeline
from .hidream_image import HiDreamImagePipeline
from .hunyuan_image import HunyuanImagePipeline, HunyuanImageRefinerPipeline
from .hunyuan_video import (
HunyuanSkyreelsImageToVideoPipeline,
HunyuanVideoFramepackPipeline,
HunyuanVideoImageToVideoPipeline,
HunyuanVideoPipeline,
)
from .hunyuan_video1_5 import HunyuanVideo15ImageToVideoPipeline, HunyuanVideo15Pipeline
from .hunyuandit import HunyuanDiTPipeline
from .kandinsky import (
KandinskyCombinedPipeline,
KandinskyImg2ImgCombinedPipeline,
KandinskyImg2ImgPipeline,
KandinskyInpaintCombinedPipeline,
KandinskyInpaintPipeline,
KandinskyPipeline,
KandinskyPriorPipeline,
)
from .kandinsky2_2 import (
KandinskyV22CombinedPipeline,
KandinskyV22ControlnetImg2ImgPipeline,
KandinskyV22ControlnetPipeline,
KandinskyV22Img2ImgCombinedPipeline,
KandinskyV22Img2ImgPipeline,
KandinskyV22InpaintCombinedPipeline,
KandinskyV22InpaintPipeline,
KandinskyV22Pipeline,
KandinskyV22PriorEmb2EmbPipeline,
KandinskyV22PriorPipeline,
)
from .kandinsky3 import (
Kandinsky3Img2ImgPipeline,
Kandinsky3Pipeline,
)
from .kandinsky5 import (
Kandinsky5I2IPipeline,
Kandinsky5I2VPipeline,
Kandinsky5T2IPipeline,
Kandinsky5T2VPipeline,
)
from .latent_consistency_models import (
LatentConsistencyModelImg2ImgPipeline,
LatentConsistencyModelPipeline,
)
from .latent_diffusion import LDMTextToImagePipeline
from .latte import LattePipeline
from .ledits_pp import (
LEditsPPDiffusionPipelineOutput,
LEditsPPInversionPipelineOutput,
LEditsPPPipelineStableDiffusion,
LEditsPPPipelineStableDiffusionXL,
)
from .llada2 import LLaDA2Pipeline, LLaDA2PipelineOutput
from .longcat_audio_dit import LongCatAudioDiTPipeline
from .longcat_image import LongCatImageEditPipeline, LongCatImagePipeline
from .ltx import (
LTXConditionPipeline,
LTXI2VLongMultiPromptPipeline,
LTXImageToVideoPipeline,
LTXLatentUpsamplePipeline,
LTXPipeline,
)
from .ltx2 import LTX2ConditionPipeline, LTX2ImageToVideoPipeline, LTX2LatentUpsamplePipeline, LTX2Pipeline
from .lucy import LucyEditPipeline
from .lumina import LuminaPipeline, LuminaText2ImgPipeline
from .lumina2 import Lumina2Pipeline, Lumina2Text2ImgPipeline
from .marigold import (
MarigoldDepthPipeline,
MarigoldIntrinsicsPipeline,
MarigoldNormalsPipeline,
)
from .mochi import MochiPipeline
from .nucleusmoe_image import NucleusMoEImagePipeline
from .omnigen import OmniGenPipeline
from .ovis_image import OvisImagePipeline
from .pag import (
AnimateDiffPAGPipeline,
HunyuanDiTPAGPipeline,
KolorsPAGPipeline,
PixArtSigmaPAGPipeline,
SanaPAGPipeline,
StableDiffusion3PAGImg2ImgPipeline,
StableDiffusion3PAGPipeline,
StableDiffusionControlNetPAGInpaintPipeline,
StableDiffusionControlNetPAGPipeline,
StableDiffusionPAGImg2ImgPipeline,
StableDiffusionPAGInpaintPipeline,
StableDiffusionPAGPipeline,
StableDiffusionXLControlNetPAGImg2ImgPipeline,
StableDiffusionXLControlNetPAGPipeline,
StableDiffusionXLPAGImg2ImgPipeline,
StableDiffusionXLPAGInpaintPipeline,
StableDiffusionXLPAGPipeline,
)
from .pixart_alpha import PixArtAlphaPipeline, PixArtSigmaPipeline
from .prx import PRXPipeline
from .qwenimage import (
QwenImageControlNetInpaintPipeline,
QwenImageControlNetPipeline,
QwenImageEditInpaintPipeline,
QwenImageEditPipeline,
QwenImageEditPlusPipeline,
QwenImageImg2ImgPipeline,
QwenImageInpaintPipeline,
QwenImageLayeredPipeline,
QwenImagePipeline,
)
from .sana import (
SanaControlNetPipeline,
SanaPipeline,
SanaSprintImg2ImgPipeline,
SanaSprintPipeline,
)
from .sana_video import SanaImageToVideoPipeline, SanaVideoPipeline
from .shap_e import ShapEImg2ImgPipeline, ShapEPipeline
from .stable_audio import StableAudioPipeline, StableAudioProjectionModel
from .stable_cascade import (
StableCascadeCombinedPipeline,
StableCascadeDecoderPipeline,
StableCascadePriorPipeline,
)
from .stable_diffusion import (
CLIPImageProjection,
StableDiffusionDepth2ImgPipeline,
StableDiffusionImageVariationPipeline,
StableDiffusionImg2ImgPipeline,
StableDiffusionInpaintPipeline,
StableDiffusionInstructPix2PixPipeline,
StableDiffusionLatentUpscalePipeline,
StableDiffusionPipeline,
StableDiffusionUpscalePipeline,
StableUnCLIPImg2ImgPipeline,
StableUnCLIPPipeline,
)
from .stable_diffusion_3 import (
StableDiffusion3Img2ImgPipeline,
StableDiffusion3InpaintPipeline,
StableDiffusion3Pipeline,
)
from .stable_diffusion_xl import (
StableDiffusionXLImg2ImgPipeline,
StableDiffusionXLInpaintPipeline,
StableDiffusionXLInstructPix2PixPipeline,
StableDiffusionXLPipeline,
)
from .stable_video_diffusion import StableVideoDiffusionPipeline
from .t2i_adapter import (
StableDiffusionAdapterPipeline,
StableDiffusionXLAdapterPipeline,
)
from .visualcloze import VisualClozeGenerationPipeline, VisualClozePipeline
from .wan import (
WanAnimatePipeline,
WanImageToVideoPipeline,
WanPipeline,
WanVACEPipeline,
WanVideoToVideoPipeline,
)
from .z_image import (
ZImageControlNetInpaintPipeline,
ZImageControlNetPipeline,
ZImageImg2ImgPipeline,
ZImageInpaintPipeline,
ZImageOmniPipeline,
ZImagePipeline,
)
try:
if not is_onnx_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_onnx_objects import * # noqa F403
else:
from .onnx_utils import OnnxRuntimeModel
try:
if not (is_torch_available() and is_transformers_available() and is_onnx_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_torch_and_transformers_and_onnx_objects import *
else:
from .stable_diffusion import (
OnnxStableDiffusionImg2ImgPipeline,
OnnxStableDiffusionInpaintPipeline,
OnnxStableDiffusionPipeline,
OnnxStableDiffusionUpscalePipeline,
StableDiffusionOnnxPipeline,
)
try:
if not (is_torch_available() and is_transformers_available() and is_sentencepiece_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_torch_and_transformers_and_sentencepiece_objects import *
else:
from .kolors import (
KolorsImg2ImgPipeline,
KolorsPipeline,
)
try:
if not (is_torch_available() and is_transformers_available() and is_opencv_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_torch_and_transformers_and_opencv_objects import *
else:
from .consisid import ConsisIDPipeline
try:
if not is_flax_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_flax_objects import * # noqa F403
else:
from .pipeline_flax_utils import FlaxDiffusionPipeline
try:
if not (is_flax_available() and is_transformers_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_flax_and_transformers_objects import *
else:
from .controlnet import FlaxStableDiffusionControlNetPipeline
from .stable_diffusion import (
FlaxStableDiffusionImg2ImgPipeline,
FlaxStableDiffusionInpaintPipeline,
FlaxStableDiffusionPipeline,
)
from .stable_diffusion_xl import (
FlaxStableDiffusionXLPipeline,
)
try:
if not (is_transformers_available() and is_torch_available() and is_note_seq_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_transformers_and_torch_and_note_seq_objects import * # noqa F403
else:
from .deprecated import (
MidiProcessor,
SpectrogramDiffusionPipeline,
)
from .skyreels_v2 import (
SkyReelsV2DiffusionForcingImageToVideoPipeline,
SkyReelsV2DiffusionForcingPipeline,
SkyReelsV2DiffusionForcingVideoToVideoPipeline,
SkyReelsV2ImageToVideoPipeline,
SkyReelsV2Pipeline,
)
else:
import sys
sys.modules[__name__] = _LazyModule(
__name__,
globals()["__file__"],
_import_structure,
module_spec=__spec__,
)
for name, value in _dummy_objects.items():
setattr(sys.modules[__name__], name, value)