repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
diffusers | src/diffusers/pipelines/ideogram4/pipeline_output.py | .py | # Copyright 2026 Ideogram AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requi... | 35 | 1,107 |
diffusers | src/diffusers/pipelines/ideogram4/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and is... | 50 | 1,568 |
diffusers | src/diffusers/pipelines/ideogram4/prompt_enhancer.py | .py | # Copyright 2026 Ideogram AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requi... | 219 | 15,007 |
diffusers | src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py | .py | # Copyright 2025 The Kandinsky Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | 978 | 41,521 |
diffusers | src/diffusers/pipelines/kandinsky5/pipeline_output.py | .py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class KandinskyPipelineOutput(BaseOutput):
r"""
Output class for kandinsky video pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or list[list[PIL.Image.Image]]):
list of video out... | 36 | 1,110 |
diffusers | src/diffusers/pipelines/kandinsky5/pipeline_kandinsky_t2i.py | .py | # Copyright 2025 The Kandinsky Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | 817 | 34,063 |
diffusers | src/diffusers/pipelines/kandinsky5/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 55 | 1,732 |
diffusers | src/diffusers/pipelines/kandinsky5/pipeline_kandinsky_i2i.py | .py | # Copyright 2025 The Kandinsky Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | 863 | 36,665 |
diffusers | src/diffusers/pipelines/kandinsky5/pipeline_kandinsky_i2v.py | .py | # Copyright 2025 The Kandinsky Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | 1,053 | 44,405 |
diffusers | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_inpaint.py | .py | # Copyright 2025 Qwen-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | 1,084 | 53,350 |
diffusers | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_inpaint.py | .py | import inspect
from typing import Any, Callable
import numpy as np
import PIL.Image
import torch
from transformers import Qwen2_5_VLForConditionalGeneration, Qwen2Tokenizer
from ...image_processor import PipelineImageInput, VaeImageProcessor
from ...loaders import QwenImageLoraLoaderMixin
from ...models import Autoen... | 1,013 | 50,216 |
diffusers | src/diffusers/pipelines/qwenimage/pipeline_output.py | .py | from dataclasses import dataclass
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class QwenImagePipelineOutput(BaseOutput):
"""
Output class for Stable Diffusion pipelines.
Args:
images (`list[PIL.Image.Image]` or `np.ndarray`)
list of denoised PIL im... | 21 | 566 |
diffusers | src/diffusers/pipelines/qwenimage/pipeline_qwenimage.py | .py | # Copyright 2025 Qwen-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | 724 | 35,088 |
diffusers | src/diffusers/pipelines/qwenimage/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_additional_imports = {}
_import_structure = {"pipeline_output": ["QwenImag... | 66 | 2,902 |
diffusers | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet_inpaint.py | .py | # Copyright 2025 Qwen-Image Team, The InstantX Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICEN... | 938 | 43,996 |
diffusers | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet.py | .py | # Copyright 2025 Qwen-Image Team, InstantX Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2... | 967 | 47,241 |
diffusers | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_img2img.py | .py | import inspect
from typing import Any, Callable
import numpy as np
import torch
from transformers import Qwen2_5_VLForConditionalGeneration, Qwen2Tokenizer
from ...image_processor import PipelineImageInput, VaeImageProcessor
from ...loaders import QwenImageLoraLoaderMixin
from ...models import AutoencoderKLQwenImage,... | 827 | 41,351 |
diffusers | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit.py | .py | # Copyright 2025 Qwen-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | 853 | 41,731 |
diffusers | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_layered.py | .py | # Copyright 2025 Qwen-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | 914 | 45,376 |
diffusers | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py | .py | # Copyright 2025 Qwen-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | 897 | 43,960 |
diffusers | src/diffusers/pipelines/pixart_alpha/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 56 | 1,595 |
diffusers | src/diffusers/pipelines/pixart_alpha/pipeline_pixart_sigma.py | .py | # Copyright 2025 PixArt-Sigma Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unl... | 911 | 42,612 |
diffusers | src/diffusers/pipelines/pixart_alpha/pipeline_pixart_alpha.py | .py | # Copyright 2025 PixArt-Alpha Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unl... | 985 | 45,307 |
diffusers | src/diffusers/pipelines/llada2/pipeline_llada2.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 564 | 26,069 |
diffusers | src/diffusers/pipelines/llada2/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 48 | 1,344 |
diffusers | src/diffusers/pipelines/diffusion_gemma/pipeline_output.py | .py | # Copyright 2025 The Google and HuggingFace Teams. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required ... | 38 | 1,229 |
diffusers | src/diffusers/pipelines/diffusion_gemma/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 50 | 1,474 |
diffusers | src/diffusers/pipelines/diffusion_gemma/pipeline_diffusion_gemma.py | .py | # Copyright 2025 The Google and HuggingFace Teams. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required ... | 461 | 24,912 |
diffusers | src/diffusers/pipelines/latent_consistency_models/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 51 | 1,560 |
diffusers | src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py | .py | # Copyright 2025 Stanford University Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | 926 | 46,115 |
diffusers | src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_img2img.py | .py | # Copyright 2025 Stanford University Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | 997 | 50,147 |
diffusers | src/diffusers/pipelines/chronoedit/pipeline_output.py | .py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class ChronoEditPipelineOutput(BaseOutput):
r"""
Output class for ChronoEdit pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or list[list[PIL.Image.Image]]):
List of video outputs... | 21 | 619 |
diffusers | src/diffusers/pipelines/chronoedit/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 48 | 1,301 |
diffusers | src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py | .py | # Copyright 2025 The ChronoEdit Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unle... | 751 | 36,001 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_instruct_pix2pix.py | .py | # Copyright 2025 The InstructPix2Pix Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
... | 921 | 46,206 |
diffusers | src/diffusers/pipelines/stable_diffusion/clip_image_project_model.py | .py | # Copyright 2025 The GLIGEN Authors and HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless re... | 30 | 1,094 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_img2img.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 551 | 28,432 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_inpaint.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 565 | 29,044 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_output.py | .py | from dataclasses import dataclass
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class StableDiffusionPipelineOutput(BaseOutput):
"""
Output class for Stable Diffusion pipelines.
Args:
images (`list[PIL.Image.Image]` or `np.ndarray`)
list of denoised ... | 25 | 760 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_stable_unclip_img2img.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 859 | 40,197 |
diffusers | src/diffusers/pipelines/stable_diffusion/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_onnx_available,
is_torch_available,
is_transformers_available,
is_transformers_version,
)
_dummy_objects = {}
_additional_imports = {... | 166 | 7,045 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_upscale.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 818 | 39,636 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 1,164 | 59,474 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_latent_upscale.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 675 | 31,785 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 1,108 | 55,717 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_stable_unclip.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 953 | 45,437 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 491 | 24,348 |
diffusers | src/diffusers/pipelines/stable_diffusion/safety_checker.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 130 | 5,926 |
diffusers | src/diffusers/pipelines/stable_diffusion/stable_unclip_image_normalizer.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 56 | 1,842 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_upscale.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 587 | 27,835 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_image_variation.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 440 | 22,665 |
diffusers | src/diffusers/pipelines/stable_diffusion/convert_from_ckpt.py | .py | # coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 1,877 | 81,645 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 898 | 44,393 |
diffusers | src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 1,364 | 70,246 |
diffusers | src/diffusers/pipelines/kandinsky/pipeline_kandinsky_img2img.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 502 | 21,846 |
diffusers | src/diffusers/pipelines/kandinsky/pipeline_kandinsky.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 416 | 17,828 |
diffusers | src/diffusers/pipelines/kandinsky/text_encoder.py | .py | import torch
from transformers import PreTrainedModel, XLMRobertaConfig, XLMRobertaModel
class MCLIPConfig(XLMRobertaConfig):
model_type = "M-CLIP"
def __init__(self, transformerDimSize=1024, imageDimSize=768, **kwargs):
self.transformerDimensions = transformerDimSize
self.numDims = imageDimS... | 30 | 1,090 |
diffusers | src/diffusers/pipelines/kandinsky/pipeline_kandinsky_inpaint.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 644 | 28,662 |
diffusers | src/diffusers/pipelines/kandinsky/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and is... | 67 | 2,312 |
diffusers | src/diffusers/pipelines/kandinsky/pipeline_kandinsky_combined.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 818 | 39,407 |
diffusers | src/diffusers/pipelines/kandinsky/pipeline_kandinsky_prior.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 559 | 23,947 |
diffusers | src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py | .py | # Copyright 2025 MeiTuan LongCat-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | 702 | 31,158 |
diffusers | src/diffusers/pipelines/longcat_image/system_messages.py | .py | SYSTEM_PROMPT_EN = """
You are a prompt engineering expert for text-to-image models. Since text-to-image models have limited capabilities in
understanding user prompts, you need to identify the core theme and intent of the user's input and improve the model's
understanding accuracy and generation quality through optimi... | 143 | 19,389 |
diffusers | src/diffusers/pipelines/longcat_image/pipeline_output.py | .py | from dataclasses import dataclass
import numpy as np
import PIL.Image
from diffusers.utils import BaseOutput
@dataclass
class LongCatImagePipelineOutput(BaseOutput):
"""
Output class for Stable Diffusion pipelines.
Args:
images (`list[PIL.Image.Image]` or `np.ndarray`)
List of denoi... | 21 | 575 |
diffusers | src/diffusers/pipelines/longcat_image/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and is... | 52 | 1,608 |
diffusers | src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py | .py | # Copyright 2025 MeiTuan LongCat-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | 759 | 33,104 |
diffusers | src/diffusers/pipelines/helios/pipeline_helios.py | .py | # Copyright 2025 The Helios Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | 952 | 45,369 |
diffusers | src/diffusers/pipelines/helios/pipeline_output.py | .py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class HeliosPipelineOutput(BaseOutput):
r"""
Output class for Helios pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or List[List[PIL.Image.Image]]):
List of video outputs - It ca... | 21 | 611 |
diffusers | src/diffusers/pipelines/helios/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 49 | 1,428 |
diffusers | src/diffusers/pipelines/helios/pipeline_helios_pyramid.py | .py | # Copyright 2025 The Helios Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | 1,132 | 54,439 |
diffusers | src/diffusers/pipelines/hunyuan_image/pipeline_hunyuanimage.py | .py | # Copyright 2025 Hunyuan-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | 869 | 42,885 |
diffusers | src/diffusers/pipelines/hunyuan_image/pipeline_output.py | .py | from dataclasses import dataclass
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class HunyuanImagePipelineOutput(BaseOutput):
"""
Output class for HunyuanImage pipelines.
Args:
images (`list[PIL.Image.Image]` or `np.ndarray`)
List of denoised PIL ima... | 21 | 564 |
diffusers | src/diffusers/pipelines/hunyuan_image/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 51 | 1,478 |
diffusers | src/diffusers/pipelines/hunyuan_image/pipeline_hunyuanimage_refiner.py | .py | # Copyright 2025 Hunyuan-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | 761 | 37,502 |
diffusers | src/diffusers/pipelines/lumina/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 49 | 1,336 |
diffusers | src/diffusers/pipelines/lumina/pipeline_lumina.py | .py | # Copyright 2025 Alpha-VLLM and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | 959 | 44,996 |
diffusers | src/diffusers/pipelines/controlnet_hunyuandit/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 49 | 1,344 |
diffusers | src/diffusers/pipelines/controlnet_hunyuandit/pipeline_hunyuandit_controlnet.py | .py | # Copyright 2025 HunyuanDiT Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | 1,051 | 50,769 |
diffusers | src/diffusers/pipelines/controlnet/pipeline_controlnet.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 1,363 | 68,781 |
diffusers | src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 1,612 | 82,904 |
diffusers | src/diffusers/pipelines/controlnet/pipeline_controlnet_blip_diffusion.py | .py | # Copyright 2025 Salesforce.com, inc.
# Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENS... | 424 | 17,868 |
diffusers | src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl_img2img.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 1,712 | 88,197 |
diffusers | src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 1,526 | 76,484 |
diffusers | src/diffusers/pipelines/controlnet/multicontrolnet.py | .py | from ...models.controlnets.multicontrolnet import MultiControlNetModel
from ...utils import deprecate, logging
logger = logging.get_logger(__name__)
class MultiControlNetModel(MultiControlNetModel):
def __init__(self, *args, **kwargs):
deprecation_message = "Importing `MultiControlNetModel` from `diffus... | 13 | 684 |
diffusers | src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint_sd_xl.py | .py | # Copyright 2025 Harutatsu Akiyama, Jinbin Bai, and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2... | 1,887 | 96,596 |
diffusers | src/diffusers/pipelines/controlnet/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and is... | 69 | 3,266 |
diffusers | src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl_img2img.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 1,666 | 86,665 |
diffusers | src/diffusers/pipelines/controlnet/pipeline_controlnet_img2img.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 1,337 | 67,435 |
diffusers | src/diffusers/pipelines/controlnet/pipeline_controlnet_union_inpaint_sd_xl.py | .py | # Copyright 2025 Harutatsu Akiyama, Jinbin Bai, and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2... | 1,900 | 97,297 |
diffusers | src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl.py | .py | # Copyright 2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 1,606 | 82,256 |
diffusers | src/diffusers/pipelines/motif_video/pipeline_motif_video.py | .py | # Copyright 2026 Motif Technologies, Inc. and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | 793 | 36,117 |
diffusers | src/diffusers/pipelines/motif_video/pipeline_output.py | .py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class MotifVideoPipelineOutput(BaseOutput):
r"""
Output class for Motif-Video pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or List[List[PIL.Image.Image]]):
List of video output... | 21 | 620 |
diffusers | src/diffusers/pipelines/motif_video/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 51 | 1,614 |
diffusers | src/diffusers/pipelines/motif_video/pipeline_motif_video_image2video.py | .py | # Copyright 2026 Motif Technologies, Inc. and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | 908 | 40,584 |
diffusers | src/diffusers/pipelines/t2i_adapter/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and is... | 48 | 1,556 |
diffusers | src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_adapter.py | .py | # Copyright 2025 TencentARC and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | 961 | 47,739 |
diffusers | src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py | .py | # Copyright 2025 TencentARC and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | 1,304 | 68,956 |
diffusers | src/diffusers/pipelines/ltx/pipeline_output.py | .py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class LTXPipelineOutput(BaseOutput):
r"""
Output class for LTX pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or list[list[PIL.Image.Image]]):
list of video outputs - It can be a... | 21 | 605 |
diffusers | src/diffusers/pipelines/ltx/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | 59 | 2,060 |
diffusers | src/diffusers/pipelines/ltx/pipeline_ltx.py | .py | # Copyright 2025 Lightricks and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | 858 | 41,322 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.