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b8c861f a1f24dc b8c861f a1f24dc b8c861f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 | from typing import TYPE_CHECKING
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["qwenimage"] = [
"QwenImageAutoBlocks",
"QwenImageModularPipeline",
"QwenImageEditModularPipeline",
"QwenImageEditAutoBlocks",
"QwenImageEditPlusModularPipeline",
"QwenImageEditPlusAutoBlocks",
"QwenImageLayeredModularPipeline",
"QwenImageLayeredAutoBlocks",
]
_import_structure["anima"] = [
"AnimaAutoBlocks",
"AnimaModularPipeline",
]
_import_structure["ernie_image"] = [
"ErnieImageAutoBlocks",
"ErnieImageModularPipeline",
]
_import_structure["hunyuan_video1_5"] = [
"HunyuanVideo15AutoBlocks",
"HunyuanVideo15ModularPipeline",
]
_import_structure["ltx"] = [
"LTXAutoBlocks",
"LTXModularPipeline",
]
_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 .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 .ltx import LTXAutoBlocks, LTXModularPipeline
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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