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Adds Img2Img2 Variant for HunyuanDiT. #9041

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Adds Img2Img2 Variant for HunyuanDiT. #9041

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5621fb3
Add Differential Pipeline.
MnCSSJ4x Aug 1, 2024
cf6517c
Add img2img for hunyuan dit
MnCSSJ4x Aug 1, 2024
46dfff7
Resolved comments.
MnCSSJ4x Dec 3, 2024
18e643d
Add draft test file for hunyuan-dit img2img.
MnCSSJ4x Dec 3, 2024
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18 changes: 11 additions & 7 deletions src/diffusers/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -70,7 +70,8 @@
except OptionalDependencyNotAvailable:
from .utils import dummy_pt_objects # noqa F403

_import_structure["utils.dummy_pt_objects"] = [name for name in dir(dummy_pt_objects) if not name.startswith("_")]
_import_structure["utils.dummy_pt_objects"] = [name for name in dir(dummy_pt_objects) if not name.startswith("_")
]

else:
_import_structure["models"].extend(
Expand Down Expand Up @@ -204,8 +205,7 @@
except OptionalDependencyNotAvailable:
from .utils import dummy_torch_and_torchsde_objects # noqa F403

_import_structure["utils.dummy_torch_and_torchsde_objects"] = [
name for name in dir(dummy_torch_and_torchsde_objects) if not name.startswith("_")
_import_structure["utils.dummy_torch_and_torchsde_objects"] = [name for name in dir(dummy_torch_and_torchsde_objects) if not name.startswith("_")
]

else:
Expand All @@ -217,8 +217,7 @@
except OptionalDependencyNotAvailable:
from .utils import dummy_torch_and_transformers_objects # noqa F403

_import_structure["utils.dummy_torch_and_transformers_objects"] = [
name for name in dir(dummy_torch_and_transformers_objects) if not name.startswith("_")
_import_structure["utils.dummy_torch_and_transformers_objects"] = [name for name in dir(dummy_torch_and_transformers_objects) if not name.startswith("_")
]

else:
Expand All @@ -245,6 +244,7 @@
"CycleDiffusionPipeline",
"HunyuanDiTControlNetPipeline",
"HunyuanDiTPipeline",
"HunyuanDiTImg2ImgPipeline",
"I2VGenXLPipeline",
"IFImg2ImgPipeline",
"IFImg2ImgSuperResolutionPipeline",
Expand Down Expand Up @@ -362,7 +362,8 @@
)

try:
if not (is_torch_available() and is_transformers_available() and is_k_diffusion_available()):
if not (is_torch_available() and is_transformers_available() and is_k_diffusion_available()
):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from .utils import dummy_torch_and_transformers_and_k_diffusion_objects # noqa F403
Expand All @@ -372,7 +373,9 @@
]

else:
_import_structure["pipelines"].extend(["StableDiffusionKDiffusionPipeline", "StableDiffusionXLKDiffusionPipeline"])
_import_structure["pipelines"].extend(
["StableDiffusionKDiffusionPipeline", "StableDiffusionXLKDiffusionPipeline"]
)

try:
if not (is_torch_available() and is_transformers_available() and is_onnx_available()):
Expand Down Expand Up @@ -656,6 +659,7 @@
CLIPImageProjection,
CycleDiffusionPipeline,
HunyuanDiTControlNetPipeline,
HunyuanDiTImg2ImgPipeline,
HunyuanDiTPipeline,
I2VGenXLPipeline,
IFImg2ImgPipeline,
Expand Down
14 changes: 9 additions & 5 deletions src/diffusers/pipelines/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -115,7 +115,7 @@
"VersatileDiffusionTextToImagePipeline",
]
)
_import_structure["amused"] = ["AmusedImg2ImgPipeline", "AmusedInpaintPipeline", "AmusedPipeline"]
_import_structure["amused"] = ["AmusedImg2ImgPipeline","AmusedInpaintPipeline","AmusedPipeline"]
_import_structure["animatediff"] = [
"AnimateDiffPipeline",
"AnimateDiffSDXLPipeline",
Expand Down Expand Up @@ -173,7 +173,7 @@
"IFPipeline",
"IFSuperResolutionPipeline",
]
_import_structure["hunyuandit"] = ["HunyuanDiTPipeline"]
_import_structure["hunyuandit"] = ["HunyuanDiTPipeline","HunyuanDiTImg2ImgPipeline"]
_import_structure["kandinsky"] = [
"KandinskyCombinedPipeline",
"KandinskyImg2ImgCombinedPipeline",
Expand Down Expand Up @@ -327,14 +327,18 @@
)

try:
if not (is_torch_available() and is_transformers_available() and is_k_diffusion_available()):
if not (
is_torch_available() and is_transformers_available() and is_k_diffusion_available()
):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import (
dummy_torch_and_transformers_and_k_diffusion_objects,
)

_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_and_k_diffusion_objects))
_dummy_objects.update(
get_objects_from_module(dummy_torch_and_transformers_and_k_diffusion_objects)
)
else:
_import_structure["stable_diffusion_k_diffusion"] = [
"StableDiffusionKDiffusionPipeline",
Expand Down Expand Up @@ -463,7 +467,7 @@
VersatileDiffusionTextToImagePipeline,
VQDiffusionPipeline,
)
from .hunyuandit import HunyuanDiTPipeline
from .hunyuandit import HunyuanDiTImg2ImgPipeline, HunyuanDiTPipeline
from .i2vgen_xl import I2VGenXLPipeline
from .kandinsky import (
KandinskyCombinedPipeline,
Expand Down
2 changes: 2 additions & 0 deletions src/diffusers/pipelines/hunyuandit/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_objects))
else:
_import_structure["pipeline_hunyuandit"] = ["HunyuanDiTPipeline"]
_import_structure["pipeline_hunyuandit_img2img"] = ["HunyuanDiTImg2ImgPipeline"]

if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
try:
Expand All @@ -33,6 +34,7 @@
from ...utils.dummy_torch_and_transformers_objects import *
else:
from .pipeline_hunyuandit import HunyuanDiTPipeline
from .pipeline_hunyuandit_img2img import HunyuanDiTImg2ImgPipeline

else:
import sys
Expand Down
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