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from ..utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
logging,
)
logger = logging.get_logger(__name__)
logger.warning(
"Modular Diffusers is currently an experimental feature under active development. The API is subject to breaking changes in future releases."
)
# These modules contain pipelines from multiple libraries/frameworks
_dummy_objects = {}
_import_structure = {}
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["modular_pipeline"] = [
"ModularPipelineBlocks",
"ModularPipeline",
"AutoPipelineBlocks",
"SequentialPipelineBlocks",
"ConditionalPipelineBlocks",
"LoopSequentialPipelineBlocks",
"PipelineState",
"BlockState",
]
_import_structure["modular_pipeline_utils"] = [
"ComponentSpec",
"ConfigSpec",
"InputParam",
"OutputParam",
"InsertableDict",
]
_import_structure["stable_diffusion_xl"] = ["StableDiffusionXLAutoBlocks", "StableDiffusionXLModularPipeline"]
_import_structure["stable_diffusion_3"] = ["StableDiffusion3AutoBlocks", "StableDiffusion3ModularPipeline"]
_import_structure["wan"] = [
"WanBlocks",
"Wan22Blocks",
"WanImage2VideoAutoBlocks",
"Wan22Image2VideoBlocks",
"WanModularPipeline",
"Wan22ModularPipeline",
"WanImage2VideoModularPipeline",
"Wan22Image2VideoModularPipeline",
]
_import_structure["helios"] = [
"HeliosAutoBlocks",
"HeliosModularPipeline",
"HeliosPyramidAutoBlocks",
"HeliosPyramidDistilledAutoBlocks",
"HeliosPyramidDistilledModularPipeline",
"HeliosPyramidModularPipeline",
]
_import_structure["flux"] = [
"FluxAutoBlocks",
"FluxModularPipeline",
"FluxKontextAutoBlocks",
"FluxKontextModularPipeline",
]
_import_structure["flux2"] = [
"Flux2AutoBlocks",
"Flux2KleinAutoBlocks",
"Flux2KleinBaseAutoBlocks",
"Flux2ModularPipeline",
"Flux2KleinModularPipeline",
"Flux2KleinBaseModularPipeline",
]
_import_structure["ideogram4"] = [
"Ideogram4AutoBlocks",
"Ideogram4ModularPipeline",
]
_import_structure["krea2"] = [
"Krea2AutoBlocks",
"Krea2ModularPipeline",
"Krea2TurboAutoBlocks",
"Krea2TurboModularPipeline",
]
_import_structure["qwenimage"] = [
"QwenImageAutoBlocks",
"QwenImageModularPipeline",
"QwenImageEditModularPipeline",
"QwenImageEditAutoBlocks",
"QwenImageEditPlusModularPipeline",
"QwenImageEditPlusAutoBlocks",
"QwenImageLayeredModularPipeline",
"QwenImageLayeredAutoBlocks",
]
_import_structure["anima"] = [
"AnimaAutoBlocks",
"AnimaModularPipeline",
]
_import_structure["cosmos"] = [
"Cosmos3DistilledBlocks",
"Cosmos3DistilledModularPipeline",
"Cosmos3OmniBlocks",
"Cosmos3OmniModularPipeline",
]
_import_structure["ernie_image"] = [
"ErnieImageAutoBlocks",
"ErnieImageModularPipeline",
]
_import_structure["hunyuan_video1_5"] = [
"HunyuanVideo15AutoBlocks",
"HunyuanVideo15ModularPipeline",
]
_import_structure["ltx"] = [
"LTXAutoBlocks",
"LTXModularPipeline",
]
_import_structure["minimax_h3"] = [
"MiniMaxH3Blocks",
"MiniMaxH3ModularPipeline",
"MiniMaxH3Ref2VABlocks",
"MiniMaxH3Ref2VAModularPipeline",
]
_import_structure["z_image"] = [
"ZImageAutoBlocks",
"ZImageModularPipeline",
]
_import_structure["components_manager"] = ["ComponentsManager"]
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 .anima import AnimaAutoBlocks, AnimaModularPipeline
from .components_manager import ComponentsManager
from .cosmos import (
Cosmos3DistilledBlocks,
Cosmos3DistilledModularPipeline,
Cosmos3OmniBlocks,
Cosmos3OmniModularPipeline,
)
from .ernie_image import ErnieImageAutoBlocks, ErnieImageModularPipeline
from .flux import FluxAutoBlocks, FluxKontextAutoBlocks, FluxKontextModularPipeline, FluxModularPipeline
from .flux2 import (
Flux2AutoBlocks,
Flux2KleinAutoBlocks,
Flux2KleinBaseAutoBlocks,
Flux2KleinBaseModularPipeline,
Flux2KleinModularPipeline,
Flux2ModularPipeline,
)
from .helios import (
HeliosAutoBlocks,
HeliosModularPipeline,
HeliosPyramidAutoBlocks,
HeliosPyramidDistilledAutoBlocks,
HeliosPyramidDistilledModularPipeline,
HeliosPyramidModularPipeline,
)
from .hunyuan_video1_5 import (
HunyuanVideo15AutoBlocks,
HunyuanVideo15ModularPipeline,
)
from .ideogram4 import (
Ideogram4AutoBlocks,
Ideogram4ModularPipeline,
)
from .krea2 import (
Krea2AutoBlocks,
Krea2ModularPipeline,
Krea2TurboAutoBlocks,
Krea2TurboModularPipeline,
)
from .ltx import LTXAutoBlocks, LTXModularPipeline
from .minimax_h3 import (
MiniMaxH3Blocks,
MiniMaxH3ModularPipeline,
MiniMaxH3Ref2VABlocks,
MiniMaxH3Ref2VAModularPipeline,
)
from .modular_pipeline import (
AutoPipelineBlocks,
BlockState,
ConditionalPipelineBlocks,
LoopSequentialPipelineBlocks,
ModularPipeline,
ModularPipelineBlocks,
PipelineState,
SequentialPipelineBlocks,
)
from .modular_pipeline_utils import ComponentSpec, ConfigSpec, InputParam, InsertableDict, OutputParam
from .qwenimage import (
QwenImageAutoBlocks,
QwenImageEditAutoBlocks,
QwenImageEditModularPipeline,
QwenImageEditPlusAutoBlocks,
QwenImageEditPlusModularPipeline,
QwenImageLayeredAutoBlocks,
QwenImageLayeredModularPipeline,
QwenImageModularPipeline,
)
from .stable_diffusion_3 import StableDiffusion3AutoBlocks, StableDiffusion3ModularPipeline
from .stable_diffusion_xl import StableDiffusionXLAutoBlocks, StableDiffusionXLModularPipeline
from .wan import (
Wan22Blocks,
Wan22Image2VideoBlocks,
Wan22Image2VideoModularPipeline,
Wan22ModularPipeline,
WanBlocks,
WanImage2VideoAutoBlocks,
WanImage2VideoModularPipeline,
WanModularPipeline,
)
from .z_image import ZImageAutoBlocks, ZImageModularPipeline
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)
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