repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/get_modified_files.py | utils/get_modified_files.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/log_reports.py | utils/log_reports.py | import argparse
import json
import os
from datetime import date
from pathlib import Path
from slack_sdk import WebClient
from tabulate import tabulate
MAX_LEN_MESSAGE = 2900 # slack endpoint has a limit of 3001 characters
parser = argparse.ArgumentParser()
parser.add_argument("--slack_channel_name", default="diffu... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/extract_tests_from_mixin.py | utils/extract_tests_from_mixin.py | import argparse
import inspect
import sys
from pathlib import Path
from typing import List, Type
root_dir = Path(__file__).parent.parent.absolute()
sys.path.insert(0, str(root_dir))
parser = argparse.ArgumentParser()
parser.add_argument("--type", type=str, default=None)
args = parser.parse_args()
def get_test_meth... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/notify_community_pipelines_mirror.py | utils/notify_community_pipelines_mirror.py | # coding=utf-8
# Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/update_metadata.py | utils/update_metadata.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/tests_fetcher.py | utils/tests_fetcher.py | # coding=utf-8
# Copyright 2021 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/notify_benchmarking_status.py | utils/notify_benchmarking_status.py | # coding=utf-8
# Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/check_support_list.py | utils/check_support_list.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
#
"""
Utility that checks that mo... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/notify_slack_about_release.py | utils/notify_slack_about_release.py | # coding=utf-8
# Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/print_env.py | utils/print_env.py | #!/usr/bin/env python3
# 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
#
# Unles... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/utils/release.py | utils/release.py | # coding=utf-8
# Copyright 2021 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/docs/source/_config.py | docs/source/_config.py | # docstyle-ignore
INSTALL_CONTENT = """
# Diffusers installation
! pip install diffusers transformers datasets accelerate
# To install from source instead of the last release, comment the command above and uncomment the following one.
# ! pip install git+https://github.com/huggingface/diffusers.git
"""
notebook_first_... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/test_examples_utils.py | examples/test_examples_utils.py | # coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# 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 law or ag... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/conftest.py | examples/conftest.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/text_inpainting.py | examples/community/text_inpainting.py | from typing import Callable, List, Optional, Union
import PIL.Image
import torch
from transformers import (
CLIPImageProcessor,
CLIPSegForImageSegmentation,
CLIPSegProcessor,
CLIPTextModel,
CLIPTokenizer,
)
from diffusers import DiffusionPipeline
from diffusers.configuration_utils import FrozenDic... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_xl_instantid.py | examples/community/pipeline_stable_diffusion_xl_instantid.py | # Copyright 2025 The InstantX 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 applicable l... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/fresco_v2v.py | examples/community/fresco_v2v.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/masked_stable_diffusion_xl_img2img.py | examples/community/masked_stable_diffusion_xl_img2img.py | from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import torch
from PIL import Image, ImageFilter
from diffusers.image_processor import PipelineImageInput
from diffusers.pipelines.stable_diffusion_xl.pipeline_output import StableDiffusionXLPipelineOutput
from diffusers.pipelines.... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stg_ltx.py | examples/community/pipeline_stg_ltx.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/instaflow_one_step.py | examples/community/instaflow_one_step.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_xl_attentive_eraser.py | examples/community/pipeline_stable_diffusion_xl_attentive_eraser.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_animatediff_ipex.py | examples/community/pipeline_animatediff_ipex.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/adaptive_mask_inpainting.py | examples/community/adaptive_mask_inpainting.py | # Copyright 2023 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_animatediff_controlnet.py | examples/community/pipeline_animatediff_controlnet.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_comparison.py | examples/community/stable_diffusion_comparison.py | from typing import Any, Callable, Dict, List, Optional, Union
import torch
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from diffusers import (
AutoencoderKL,
DDIMScheduler,
DiffusionPipeline,
LMSDiscreteScheduler,
PNDMScheduler,
StableDiffusionPipeline,
UNet2D... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stg_wan.py | examples/community/pipeline_stg_wan.py | # Copyright 2025 The Wan 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 requ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/unclip_image_interpolation.py | examples/community/unclip_image_interpolation.py | import inspect
from typing import List, Optional, Union
import PIL.Image
import torch
from torch.nn import functional as F
from transformers import (
CLIPImageProcessor,
CLIPTextModelWithProjection,
CLIPTokenizer,
CLIPVisionModelWithProjection,
)
from diffusers import (
DiffusionPipeline,
Imag... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/llm_grounded_diffusion.py | examples/community/llm_grounded_diffusion.py | # Copyright 2025 Long Lian, the GLIGEN 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/clip_guided_stable_diffusion.py | examples/community/clip_guided_stable_diffusion.py | import inspect
from typing import List, Optional, Union
import torch
from torch import nn
from torch.nn import functional as F
from torchvision import transforms
from transformers import CLIPImageProcessor, CLIPModel, CLIPTextModel, CLIPTokenizer
from diffusers import (
AutoencoderKL,
DDIMScheduler,
DPMSo... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_xl_instandid_img2img.py | examples/community/pipeline_stable_diffusion_xl_instandid_img2img.py | # Copyright 2025 The InstantX 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 applicable l... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_repaint.py | examples/community/stable_diffusion_repaint.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stg_cogvideox.py | examples/community/pipeline_stg_cogvideox.py | # Copyright 2025 The CogVideoX team, Tsinghua University & ZhipuAI 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.o... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/multilingual_stable_diffusion.py | examples/community/multilingual_stable_diffusion.py | import inspect
from typing import Callable, List, Optional, Union
import torch
from transformers import (
CLIPImageProcessor,
CLIPTextModel,
CLIPTokenizer,
MBart50TokenizerFast,
MBartForConditionalGeneration,
pipeline,
)
from diffusers.configuration_utils import FrozenDict
from diffusers.model... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/interpolate_stable_diffusion.py | examples/community/interpolate_stable_diffusion.py | import inspect
import time
from pathlib import Path
from typing import Callable, List, Optional, Union
import numpy as np
import torch
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from diffusers.configuration_utils import FrozenDict
from diffusers.models import AutoencoderKL, UNet2DCondit... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_3_differential_img2img.py | examples/community/pipeline_stable_diffusion_3_differential_img2img.py | # Copyright 2025 Stability 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 requ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipline_flux_fill_controlnet_Inpaint.py | examples/community/pipline_flux_fill_controlnet_Inpaint.py | import inspect
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import PIL
import torch
from transformers import (
CLIPTextModel,
CLIPTokenizer,
T5EncoderModel,
T5TokenizerFast,
)
from diffusers.image_processor import PipelineImageInput, VaeImageProcessor
from di... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/speech_to_image_diffusion.py | examples/community/speech_to_image_diffusion.py | import inspect
from typing import Callable, List, Optional, Union
import torch
from transformers import (
CLIPImageProcessor,
CLIPTextModel,
CLIPTokenizer,
WhisperForConditionalGeneration,
WhisperProcessor,
)
from diffusers import (
AutoencoderKL,
DDIMScheduler,
DiffusionPipeline,
... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/tiled_upscaling.py | examples/community/tiled_upscaling.py | # Copyright 2025 Peter Willemsen <peter@codebuffet.co>. 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 requ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_xl_differential_img2img.py | examples/community/pipeline_stable_diffusion_xl_differential_img2img.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/masked_stable_diffusion_img2img.py | examples/community/masked_stable_diffusion_img2img.py | from typing import Any, Callable, Dict, List, Optional, Union
import numpy as np
import PIL.Image
import torch
from diffusers import StableDiffusionImg2ImgPipeline
from diffusers.pipelines.stable_diffusion import StableDiffusionPipelineOutput
class MaskedStableDiffusionImg2ImgPipeline(StableDiffusionImg2ImgPipeline... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_controlnet_reference.py | examples/community/stable_diffusion_controlnet_reference.py | # Inspired by: https://github.com/Mikubill/sd-webui-controlnet/discussions/1236 and https://github.com/Mikubill/sd-webui-controlnet/discussions/1280
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import PIL.Image
import torch
from diffusers import StableDiffusionControlNetPipe... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/mod_controlnet_tile_sr_sdxl.py | examples/community/mod_controlnet_tile_sr_sdxl.py | # Copyright 2025 The DEVAIEXP 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/rerender_a_video.py | examples/community/rerender_a_video.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/lpw_stable_diffusion_xl.py | examples/community/lpw_stable_diffusion_xl.py | ## ----------------------------------------------------------
# A SDXL pipeline can take unlimited weighted prompt
#
# Author: Andrew Zhu
# GitHub: https://github.com/xhinker
# Medium: https://medium.com/@xhinker
## -----------------------------------------------------------
import inspect
import os
from typing import... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_flux_kontext_multiple_images.py | examples/community/pipeline_flux_kontext_multiple_images.py | # Copyright 2025 Black Forest Labs 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_controlnet_xl_kolors_inpaint.py | examples/community/pipeline_controlnet_xl_kolors_inpaint.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_ipex.py | examples/community/stable_diffusion_ipex.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_controlnet_inpaint.py | examples/community/stable_diffusion_controlnet_inpaint.py | # Inspired by: https://github.com/haofanwang/ControlNet-for-Diffusers/
import inspect
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import PIL.Image
import torch
import torch.nn.functional as F
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from di... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/seed_resize_stable_diffusion.py | examples/community/seed_resize_stable_diffusion.py | """
modified based on diffusion library from Huggingface: https://github.com/huggingface/diffusers/blob/main/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py
"""
import inspect
from typing import Callable, List, Optional, Union
import torch
from transformers import CLIPImageProcessor, CLIPTextMod... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_controlnet_inpaint_img2img.py | examples/community/stable_diffusion_controlnet_inpaint_img2img.py | # Inspired by: https://github.com/haofanwang/ControlNet-for-Diffusers/
import inspect
from typing import Any, Callable, Dict, List, Optional, Union
import numpy as np
import PIL.Image
import torch
import torch.nn.functional as F
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from diffusers... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stg_mochi.py | examples/community/pipeline_stg_mochi.py | # Copyright 2025 Genmo 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 required by... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/run_tensorrt_controlnet.py | examples/community/run_tensorrt_controlnet.py | import argparse
import atexit
import inspect
import os
import time
import warnings
from typing import Any, Callable, Dict, List, Optional, Union
import numpy as np
import PIL.Image
import pycuda.driver as cuda
import tensorrt as trt
import torch
from PIL import Image
from pycuda.tools import make_default_context
from ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_animatediff_img2video.py | examples/community/pipeline_animatediff_img2video.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_kolors_inpainting.py | examples/community/pipeline_kolors_inpainting.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_xl_ipex.py | examples/community/pipeline_stable_diffusion_xl_ipex.py | # Copyright 2023 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/iadb.py | examples/community/iadb.py | from typing import List, Optional, Tuple, Union
import torch
from diffusers import DiffusionPipeline
from diffusers.configuration_utils import ConfigMixin
from diffusers.pipelines.pipeline_utils import ImagePipelineOutput
from diffusers.schedulers.scheduling_utils import SchedulerMixin
class IADBScheduler(Scheduler... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_sdxl_style_aligned.py | examples/community/pipeline_sdxl_style_aligned.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_fabric.py | examples/community/pipeline_fabric.py | # Copyright 2025 FABRIC 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
#
# Unless re... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/regional_prompting_stable_diffusion.py | examples/community/regional_prompting_stable_diffusion.py | import inspect
import math
from typing import Any, Callable, Dict, List, Optional, Union
import torch
import torchvision.transforms.functional as FF
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer, CLIPVisionModelWithProjection
from diffusers.callbacks import MultiPipelineCallbacks, Pipeline... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/sde_drag.py | examples/community/sde_drag.py | import math
import tempfile
from typing import List, Optional
import numpy as np
import PIL.Image
import torch
from accelerate import Accelerator
from torchvision import transforms
from tqdm.auto import tqdm
from transformers import CLIPTextModel, CLIPTokenizer
from diffusers import AutoencoderKL, DiffusionPipeline, ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_flux_with_cfg.py | examples/community/pipeline_flux_with_cfg.py | # Copyright 2025 Black Forest Labs 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_upscale_ldm3d.py | examples/community/pipeline_stable_diffusion_upscale_ldm3d.py | # Copyright 2025 The Intel Labs Team 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
... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_prompt2prompt.py | examples/community/pipeline_prompt2prompt.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/hd_painter.py | examples/community/hd_painter.py | import math
import numbers
from typing import Any, Callable, Dict, List, Optional, Union
import torch
import torch.nn.functional as F
from torch import nn
from diffusers.image_processor import PipelineImageInput
from diffusers.models import AsymmetricAutoencoderKL, ImageProjection
from diffusers.models.attention_proc... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_kolors_differential_img2img.py | examples/community/pipeline_kolors_differential_img2img.py | # Copyright 2025 Stability AI, Kwai-Kolors 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/unclip_text_interpolation.py | examples/community/unclip_text_interpolation.py | import inspect
from typing import List, Optional, Tuple, Union
import torch
from torch.nn import functional as F
from transformers import CLIPTextModelWithProjection, CLIPTokenizer
from transformers.models.clip.modeling_clip import CLIPTextModelOutput
from diffusers import (
DiffusionPipeline,
ImagePipelineOu... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stg_ltx_image2video.py | examples/community/pipeline_stg_ltx_image2video.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_flux_semantic_guidance.py | examples/community/pipeline_flux_semantic_guidance.py | # Copyright 2025 Black Forest Labs 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/sd_text2img_k_diffusion.py | examples/community/sd_text2img_k_diffusion.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/composable_stable_diffusion.py | examples/community/composable_stable_diffusion.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/gluegen.py | examples/community/gluegen.py | import inspect
from typing import Any, Dict, List, Optional, Union
import torch
import torch.nn as nn
from transformers import AutoModel, AutoTokenizer, CLIPImageProcessor
from diffusers import DiffusionPipeline
from diffusers.image_processor import VaeImageProcessor
from diffusers.loaders import StableDiffusionLoraL... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_3_instruct_pix2pix.py | examples/community/pipeline_stable_diffusion_3_instruct_pix2pix.py | # Copyright 2025 Stability AI, The HuggingFace Team and The InstantX 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-... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_xl_controlnet_adapter.py | examples/community/pipeline_stable_diffusion_xl_controlnet_adapter.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/wildcard_stable_diffusion.py | examples/community/wildcard_stable_diffusion.py | import inspect
import os
import random
import re
from dataclasses import dataclass
from typing import Callable, Dict, List, Optional, Union
import torch
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from diffusers.configuration_utils import FrozenDict
from diffusers.models import Autoencod... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_controlnet_xl_kolors_img2img.py | examples/community/pipeline_controlnet_xl_kolors_img2img.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/magic_mix.py | examples/community/magic_mix.py | from typing import Union
import torch
from PIL import Image
from torchvision import transforms as tfms
from tqdm.auto import tqdm
from transformers import CLIPTextModel, CLIPTokenizer
from diffusers import (
AutoencoderKL,
DDIMScheduler,
DiffusionPipeline,
LMSDiscreteScheduler,
PNDMScheduler,
... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/latent_consistency_txt2img.py | examples/community/latent_consistency_txt2img.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
#
#... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/marigold_depth_estimation.py | examples/community/marigold_depth_estimation.py | # Copyright 2025 Bingxin Ke, ETH Zurich 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
#
# U... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/clip_guided_stable_diffusion_img2img.py | examples/community/clip_guided_stable_diffusion_img2img.py | import inspect
from typing import List, Optional, Union
import numpy as np
import PIL.Image
import torch
from torch import nn
from torch.nn import functional as F
from torchvision import transforms
from transformers import CLIPImageProcessor, CLIPModel, CLIPTextModel, CLIPTokenizer
from diffusers import (
Autoenc... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_boxdiff.py | examples/community/pipeline_stable_diffusion_boxdiff.py | # Copyright 2025 Jingyang Zhang 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 re... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/cogvideox_ddim_inversion.py | examples/community/cogvideox_ddim_inversion.py | """
This script performs DDIM inversion for video frames using a pre-trained model and generates
a video reconstruction based on a provided prompt. It utilizes the CogVideoX pipeline to
process video frames, apply the DDIM inverse scheduler, and produce an output video.
**Please notice that this script is based on the... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_faithdiff_stable_diffusion_xl.py | examples/community/pipeline_faithdiff_stable_diffusion_xl.py | # Copyright 2025 Junyang Chen, Jinshan Pan, Jiangxin Dong, IMAG Lab 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.ap... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_controlnet_xl_kolors.py | examples/community/pipeline_controlnet_xl_kolors.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_flux_rf_inversion.py | examples/community/pipeline_flux_rf_inversion.py | # Copyright 2025 Black Forest Labs and The HuggingFace Team. All rights reserved.
# modeled after RF Inversion: https://rf-inversion.github.io/, authored by Litu Rout, Yujia Chen, Nataniel Ruiz,
# Constantine Caramanis, Sanjay Shakkottai and Wen-Sheng Chu.
#
# Licensed under the Apache License, Version 2.0 (the "Licens... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/run_onnx_controlnet.py | examples/community/run_onnx_controlnet.py | import argparse
import inspect
import os
import time
import warnings
from typing import Any, Callable, Dict, List, Optional, Union
import numpy as np
import PIL.Image
import torch
from PIL import Image
from transformers import CLIPTokenizer
from diffusers import OnnxRuntimeModel, StableDiffusionImg2ImgPipeline, UniPC... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_mega.py | examples/community/stable_diffusion_mega.py | from typing import Any, Callable, Dict, List, Optional, Union
import PIL.Image
import torch
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from diffusers import (
AutoencoderKL,
DDIMScheduler,
DiffusionPipeline,
LMSDiscreteScheduler,
PNDMScheduler,
StableDiffusionImg... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_tensorrt_inpaint.py | examples/community/stable_diffusion_tensorrt_inpaint.py | #
# Copyright 2025 The HuggingFace Inc. team.
# SPDX-FileCopyrightText: Copyright (c) 1993-2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Licens... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/dps_pipeline.py | examples/community/dps_pipeline.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_tensorrt_txt2img.py | examples/community/stable_diffusion_tensorrt_txt2img.py | #
# Copyright 2025 The HuggingFace Inc. team.
# SPDX-FileCopyrightText: Copyright (c) 1993-2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Licens... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/ddim_noise_comparative_analysis.py | examples/community/ddim_noise_comparative_analysis.py | # Copyright 2022 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_hunyuandit_differential_img2img.py | examples/community/pipeline_hunyuandit_differential_img2img.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_reference.py | examples/community/stable_diffusion_reference.py | # Inspired by: https://github.com/Mikubill/sd-webui-controlnet/discussions/1236 and https://github.com/Mikubill/sd-webui-controlnet/discussions/1280
import inspect
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import PIL.Image
import torch
from packaging import version
from tr... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_stable_diffusion_pag.py | examples/community/pipeline_stable_diffusion_pag.py | # Implementation of StableDiffusionPipeline with PAG
# https://ku-cvlab.github.io/Perturbed-Attention-Guidance
import inspect
from typing import Any, Callable, Dict, List, Optional, Union
import torch
import torch.nn.functional as F
from packaging import version
from transformers import CLIPImageProcessor, CLIPTextMo... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/latent_consistency_img2img.py | examples/community/latent_consistency_img2img.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
#
#... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/edict_pipeline.py | examples/community/edict_pipeline.py | from typing import Optional
import torch
from PIL import Image
from tqdm.auto import tqdm
from transformers import CLIPTextModel, CLIPTokenizer
from diffusers import AutoencoderKL, DDIMScheduler, DiffusionPipeline, UNet2DConditionModel
from diffusers.image_processor import VaeImageProcessor
from diffusers.utils impor... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/pipeline_null_text_inversion.py | examples/community/pipeline_null_text_inversion.py | import inspect
import os
import numpy as np
import torch
import torch.nn.functional as nnf
from PIL import Image
from torch.optim.adam import Adam
from tqdm import tqdm
from diffusers import StableDiffusionPipeline
from diffusers.pipelines.stable_diffusion import StableDiffusionPipelineOutput
def retrieve_timesteps... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/clip_guided_images_mixing_stable_diffusion.py | examples/community/clip_guided_images_mixing_stable_diffusion.py | # -*- coding: utf-8 -*-
import inspect
from typing import Optional, Union
import numpy as np
import PIL.Image
import torch
from torch.nn import functional as F
from torchvision import transforms
from transformers import CLIPImageProcessor, CLIPModel, CLIPTextModel, CLIPTokenizer
from diffusers import (
Autoencode... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/mixture_tiling_sdxl.py | examples/community/mixture_tiling_sdxl.py | # Copyright 2025 The DEVAIEXP 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/matryoshka.py | examples/community/matryoshka.py | # Copyright 2025 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/examples/community/stable_diffusion_xl_controlnet_reference.py | examples/community/stable_diffusion_xl_controlnet_reference.py | # Based on stable_diffusion_xl_reference.py and stable_diffusion_controlnet_reference.py
import inspect
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import PIL.Image
import torch
from diffusers import StableDiffusionXLControlNetPipeline
from diffusers.callbacks import Multi... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
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