text stringlengths 5 631k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 647 |
|---|---|---|---|
include LICENSE
include src/diffusers/utils/model_card_template.md
| diffusers/MANIFEST.in/0 | {
"file_path": "diffusers/MANIFEST.in",
"repo_id": "diffusers",
"token_count": 20
} | 113 |
FROM ubuntu:20.04
LABEL maintainer="Hugging Face"
LABEL repository="diffusers"
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get -y update \
&& apt-get install -y software-properties-common \
&& add-apt-repository ppa:deadsnakes/ppa
RUN apt install -y bash \
build-essential \
... | diffusers/docker/diffusers-doc-builder/Dockerfile/0 | {
"file_path": "diffusers/docker/diffusers-doc-builder/Dockerfile",
"repo_id": "diffusers",
"token_count": 823
} | 114 |
<!-- 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 applicable law or agree... | diffusers/docs/source/en/api/cache.md/0 | {
"file_path": "diffusers/docs/source/en/api/cache.md",
"repo_id": "diffusers",
"token_count": 301
} | 115 |
<!--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 applicable law or agreed... | diffusers/docs/source/en/api/normalization.md/0 | {
"file_path": "diffusers/docs/source/en/api/normalization.md",
"repo_id": "diffusers",
"token_count": 578
} | 116 |
<!--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 applicable law or agreed... | diffusers/docs/source/en/api/pipelines/deepfloyd_if.md/0 | {
"file_path": "diffusers/docs/source/en/api/pipelines/deepfloyd_if.md",
"repo_id": "diffusers",
"token_count": 6846
} | 117 |
<!--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 applicable law or agreed... | diffusers/docs/source/en/api/pipelines/stable_diffusion/k_diffusion.md/0 | {
"file_path": "diffusers/docs/source/en/api/pipelines/stable_diffusion/k_diffusion.md",
"repo_id": "diffusers",
"token_count": 435
} | 118 |
<!--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 applicable law or agreed... | diffusers/docs/source/en/api/schedulers/dpm_sde.md/0 | {
"file_path": "diffusers/docs/source/en/api/schedulers/dpm_sde.md",
"repo_id": "diffusers",
"token_count": 286
} | 119 |
<!--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 applicable law or agreed... | diffusers/docs/source/en/hybrid_inference/overview.md/0 | {
"file_path": "diffusers/docs/source/en/hybrid_inference/overview.md",
"repo_id": "diffusers",
"token_count": 662
} | 120 |
<!--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 applicable law or agreed... | diffusers/docs/source/en/modular_diffusers/sequential_pipeline_blocks.md/0 | {
"file_path": "diffusers/docs/source/en/modular_diffusers/sequential_pipeline_blocks.md",
"repo_id": "diffusers",
"token_count": 1503
} | 121 |
# xDiT
[xDiT](https://github.com/xdit-project/xDiT) is an inference engine designed for the large scale parallel deployment of Diffusion Transformers (DiTs). xDiT provides a suite of efficient parallel approaches for Diffusion Models, as well as GPU kernel accelerations.
There are four parallel methods supported in x... | diffusers/docs/source/en/optimization/xdit.md/0 | {
"file_path": "diffusers/docs/source/en/optimization/xdit.md",
"repo_id": "diffusers",
"token_count": 1817
} | 122 |
<!--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 applicable law or agreed... | diffusers/docs/source/en/training/dreambooth.md/0 | {
"file_path": "diffusers/docs/source/en/training/dreambooth.md",
"repo_id": "diffusers",
"token_count": 8859
} | 123 |
<!--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 applicable law or agreed... | diffusers/docs/source/en/using-diffusers/callback.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/callback.md",
"repo_id": "diffusers",
"token_count": 1828
} | 124 |
<!--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 applicable law or agreed... | diffusers/docs/source/en/using-diffusers/kandinsky.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/kandinsky.md",
"repo_id": "diffusers",
"token_count": 10810
} | 125 |
<!--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 applicable law or agreed... | diffusers/docs/source/en/using-diffusers/text-img2vid.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/text-img2vid.md",
"repo_id": "diffusers",
"token_count": 5833
} | 126 |
<!--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 applicable law or agreed... | diffusers/docs/source/ko/conceptual/evaluation.md/0 | {
"file_path": "diffusers/docs/source/ko/conceptual/evaluation.md",
"repo_id": "diffusers",
"token_count": 16762
} | 127 |
<!--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 applicable law or agreed... | diffusers/docs/source/ko/training/adapt_a_model.md/0 | {
"file_path": "diffusers/docs/source/ko/training/adapt_a_model.md",
"repo_id": "diffusers",
"token_count": 1850
} | 128 |
<!--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 applicable law or agreed... | diffusers/docs/source/ko/using-diffusers/custom_pipeline_overview.md/0 | {
"file_path": "diffusers/docs/source/ko/using-diffusers/custom_pipeline_overview.md",
"repo_id": "diffusers",
"token_count": 2389
} | 129 |
<!--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 applicable law or agreed... | diffusers/docs/source/ko/using-diffusers/unconditional_image_generation.md/0 | {
"file_path": "diffusers/docs/source/ko/using-diffusers/unconditional_image_generation.md",
"repo_id": "diffusers",
"token_count": 1741
} | 130 |
<!--版权所有 2025 The HuggingFace Team。保留所有权利。
根据 Apache 许可证 2.0 版本（"许可证"）授权；除非遵守许可证，否则不得使用此文件。您可以在以下网址获取许可证副本：
http://www.apache.org/licenses/LICENSE-2.0
除非适用法律要求或书面同意，根据许可证分发的软件按"原样"分发，无任何明示或暗示的担保或条件。有关许可证管理权限和限制的具体语言，请参阅许可证。
-->
# Intel Gaudi
Intel Gaudi AI 加速器系列包括 [Intel Gaudi 1](https://habana.ai/products/gaudi/)... | diffusers/docs/source/zh/optimization/habana.md/0 | {
"file_path": "diffusers/docs/source/zh/optimization/habana.md",
"repo_id": "diffusers",
"token_count": 1058
} | 131 |
<!--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 applicable law or agreed... | diffusers/docs/source/zh/training/controlnet.md/0 | {
"file_path": "diffusers/docs/source/zh/training/controlnet.md",
"repo_id": "diffusers",
"token_count": 6948
} | 132 |
# 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... | diffusers/examples/community/adaptive_mask_inpainting.py/0 | {
"file_path": "diffusers/examples/community/adaptive_mask_inpainting.py",
"repo_id": "diffusers",
"token_count": 30874
} | 133 |
import inspect
from typing import Callable, List, Optional, Tuple, Union
import numpy as np
import PIL.Image
import torch
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from diffusers import DiffusionPipeline
from diffusers.configuration_utils import FrozenDict
from diffusers.models import ... | diffusers/examples/community/img2img_inpainting.py/0 | {
"file_path": "diffusers/examples/community/img2img_inpainting.py",
"repo_id": "diffusers",
"token_count": 9670
} | 134 |
# 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... | diffusers/examples/community/matryoshka.py/0 | {
"file_path": "diffusers/examples/community/matryoshka.py",
"repo_id": "diffusers",
"token_count": 100488
} | 135 |
# 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... | diffusers/examples/community/pipeline_stable_diffusion_xl_attentive_eraser.py/0 | {
"file_path": "diffusers/examples/community/pipeline_stable_diffusion_xl_attentive_eraser.py",
"repo_id": "diffusers",
"token_count": 52108
} | 136 |
# 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... | diffusers/examples/community/rerender_a_video.py/0 | {
"file_path": "diffusers/examples/community/rerender_a_video.py",
"repo_id": "diffusers",
"token_count": 27316
} | 137 |
# 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... | diffusers/examples/community/stable_diffusion_repaint.py/0 | {
"file_path": "diffusers/examples/community/stable_diffusion_repaint.py",
"repo_id": "diffusers",
"token_count": 19672
} | 138 |
# 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... | diffusers/examples/consistency_distillation/test_lcm_lora.py/0 | {
"file_path": "diffusers/examples/consistency_distillation/test_lcm_lora.py",
"repo_id": "diffusers",
"token_count": 2105
} | 139 |
# DreamBooth training example for Stable Diffusion 3 (SD3)
[DreamBooth](https://huggingface.co/papers/2208.12242) is a method to personalize text2image models like stable diffusion given just a few (3~5) images of a subject.
The `train_dreambooth_sd3.py` script shows how to implement the training procedure and adapt ... | diffusers/examples/dreambooth/README_sd3.md/0 | {
"file_path": "diffusers/examples/dreambooth/README_sd3.md",
"repo_id": "diffusers",
"token_count": 3202
} | 140 |
# 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... | diffusers/examples/dreambooth/test_dreambooth_lora_hidream.py/0 | {
"file_path": "diffusers/examples/dreambooth/test_dreambooth_lora_hidream.py",
"repo_id": "diffusers",
"token_count": 4720
} | 141 |
# Kandinsky2.2 text-to-image fine-tuning
Kandinsky 2.2 includes a prior pipeline that generates image embeddings from text prompts, and a decoder pipeline that generates the output image based on the image embeddings. We provide `train_text_to_image_prior.py` and `train_text_to_image_decoder.py` scripts to show you ho... | diffusers/examples/kandinsky2_2/text_to_image/README.md/0 | {
"file_path": "diffusers/examples/kandinsky2_2/text_to_image/README.md",
"repo_id": "diffusers",
"token_count": 4392
} | 142 |
import torch
from torch import nn
from .RecSVTR import Block
class Swish(nn.Module):
def __int__(self):
super(Swish, self).__int__()
def forward(self, x):
return x * torch.sigmoid(x)
class Im2Im(nn.Module):
def __init__(self, in_channels, **kwargs):
super().__init__()
s... | diffusers/examples/research_projects/anytext/ocr_recog/RNN.py/0 | {
"file_path": "diffusers/examples/research_projects/anytext/ocr_recog/RNN.py",
"repo_id": "diffusers",
"token_count": 3527
} | 143 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. 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/LI... | diffusers/examples/research_projects/consistency_training/train_cm_ct_unconditional.py/0 | {
"file_path": "diffusers/examples/research_projects/consistency_training/train_cm_ct_unconditional.py",
"repo_id": "diffusers",
"token_count": 26285
} | 144 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. 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/LI... | diffusers/examples/research_projects/flux_lora_quantization/compute_embeddings.py/0 | {
"file_path": "diffusers/examples/research_projects/flux_lora_quantization/compute_embeddings.py",
"repo_id": "diffusers",
"token_count": 1459
} | 145 |
## Textual Inversion fine-tuning example
[Textual inversion](https://huggingface.co/papers/2208.01618) is a method to personalize text2image models like stable diffusion on your own images using just 3-5 examples.
The `textual_inversion.py` script shows how to implement the training procedure and adapt it for stable d... | diffusers/examples/research_projects/intel_opts/textual_inversion/README.md/0 | {
"file_path": "diffusers/examples/research_projects/intel_opts/textual_inversion/README.md",
"repo_id": "diffusers",
"token_count": 1014
} | 146 |
# Multi Subject DreamBooth training
[DreamBooth](https://huggingface.co/papers/2208.12242) is a method to personalize text2image models like stable diffusion given just a few(3~5) images of a subject.
This `train_multi_subject_dreambooth.py` script shows how to implement the training procedure for one or more subjects... | diffusers/examples/research_projects/multi_subject_dreambooth/README.md/0 | {
"file_path": "diffusers/examples/research_projects/multi_subject_dreambooth/README.md",
"repo_id": "diffusers",
"token_count": 4801
} | 147 |
## Textual Inversion fine-tuning example
[Textual inversion](https://huggingface.co/papers/2208.01618) is a method to personalize text2image models like stable diffusion on your own images using just 3-5 examples.
The `textual_inversion.py` script shows how to implement the training procedure and adapt it for stable d... | diffusers/examples/research_projects/onnxruntime/textual_inversion/README.md/0 | {
"file_path": "diffusers/examples/research_projects/onnxruntime/textual_inversion/README.md",
"repo_id": "diffusers",
"token_count": 1127
} | 148 |
# 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... | diffusers/examples/research_projects/promptdiffusion/promptdiffusioncontrolnet.py/0 | {
"file_path": "diffusers/examples/research_projects/promptdiffusion/promptdiffusioncontrolnet.py",
"repo_id": "diffusers",
"token_count": 8426
} | 149 |
# Scheduled Pseudo-Huber Loss for Diffusers
These are the modifications of to include the possibility of training text2image models with Scheduled Pseudo Huber loss, introduced in https://huggingface.co/papers/2403.16728. (https://github.com/kabachuha/SPHL-for-stable-diffusion)
## Why this might be useful?
- If you ... | diffusers/examples/research_projects/scheduled_huber_loss_training/README.md/0 | {
"file_path": "diffusers/examples/research_projects/scheduled_huber_loss_training/README.md",
"repo_id": "diffusers",
"token_count": 218
} | 150 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. 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/LI... | diffusers/examples/research_projects/vae/vae_roundtrip.py/0 | {
"file_path": "diffusers/examples/research_projects/vae/vae_roundtrip.py",
"repo_id": "diffusers",
"token_count": 3623
} | 151 |
# 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... | diffusers/examples/test_examples_utils.py/0 | {
"file_path": "diffusers/examples/test_examples_utils.py",
"repo_id": "diffusers",
"token_count": 714
} | 152 |
import argparse
import pathlib
from typing import Any, Dict
import torch
from accelerate import init_empty_weights
from huggingface_hub import snapshot_download
from transformers import T5EncoderModel, T5TokenizerFast
from diffusers import (
AutoencoderKLCosmos,
AutoencoderKLWan,
Cosmos2TextToImagePipelin... | diffusers/scripts/convert_cosmos_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_cosmos_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 8575
} | 153 |
import argparse
import huggingface_hub
import k_diffusion as K
import torch
from diffusers import UNet2DConditionModel
UPSCALER_REPO = "pcuenq/k-upscaler"
def resnet_to_diffusers_checkpoint(resnet, checkpoint, *, diffusers_resnet_prefix, resnet_prefix):
rv = {
# norm1
f"{diffusers_resnet_prefi... | diffusers/scripts/convert_k_upscaler_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_k_upscaler_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 5644
} | 154 |
# 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... | diffusers/scripts/convert_original_controlnet_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_original_controlnet_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 1608
} | 155 |
import argparse
import os
import shutil
from pathlib import Path
import onnx
import onnx_graphsurgeon as gs
import torch
from onnx import shape_inference
from packaging import version
from polygraphy.backend.onnx.loader import fold_constants
from torch.onnx import export
from diffusers import (
ControlNetModel,
... | diffusers/scripts/convert_stable_diffusion_controlnet_to_onnx.py/0 | {
"file_path": "diffusers/scripts/convert_stable_diffusion_controlnet_to_onnx.py",
"repo_id": "diffusers",
"token_count": 8995
} | 156 |
__version__ = "0.36.0.dev0"
from typing import TYPE_CHECKING
from .utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
is_accelerate_available,
is_bitsandbytes_available,
is_flax_available,
is_gguf_available,
is_k_diffusion_available,
is_librosa_avail... | diffusers/src/diffusers/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/__init__.py",
"repo_id": "diffusers",
"token_count": 25076
} | 157 |
# 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... | diffusers/src/diffusers/guiders/auto_guidance.py/0 | {
"file_path": "diffusers/src/diffusers/guiders/auto_guidance.py",
"repo_id": "diffusers",
"token_count": 3593
} | 158 |
# 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... | diffusers/src/diffusers/hooks/layer_skip.py/0 | {
"file_path": "diffusers/src/diffusers/hooks/layer_skip.py",
"repo_id": "diffusers",
"token_count": 4821
} | 159 |
# 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... | diffusers/src/diffusers/loaders/transformer_flux.py/0 | {
"file_path": "diffusers/src/diffusers/loaders/transformer_flux.py",
"repo_id": "diffusers",
"token_count": 3855
} | 160 |
# Copyright 2025 MIT, Tsinghua University, NVIDIA CORPORATION 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/li... | diffusers/src/diffusers/models/autoencoders/autoencoder_dc.py/0 | {
"file_path": "diffusers/src/diffusers/models/autoencoders/autoencoder_dc.py",
"repo_id": "diffusers",
"token_count": 14230
} | 161 |
# 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... | diffusers/src/diffusers/models/autoencoders/vq_model.py/0 | {
"file_path": "diffusers/src/diffusers/models/autoencoders/vq_model.py",
"repo_id": "diffusers",
"token_count": 3275
} | 162 |
# 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... | diffusers/src/diffusers/models/controlnets/controlnet_xs.py/0 | {
"file_path": "diffusers/src/diffusers/models/controlnets/controlnet_xs.py",
"repo_id": "diffusers",
"token_count": 39498
} | 163 |
from ...utils import is_torch_available
if is_torch_available():
from .auraflow_transformer_2d import AuraFlowTransformer2DModel
from .cogvideox_transformer_3d import CogVideoXTransformer3DModel
from .consisid_transformer_3d import ConsisIDTransformer3DModel
from .dit_transformer_2d import DiTTransfor... | diffusers/src/diffusers/models/transformers/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/__init__.py",
"repo_id": "diffusers",
"token_count": 760
} | 164 |
import inspect
from typing import Any, Dict, List, Optional, Tuple, Union
import numpy as np
import torch
import torch.nn as nn
import torch.nn.functional as F
from ...configuration_utils import ConfigMixin, register_to_config
from ...loaders import FromOriginalModelMixin, PeftAdapterMixin
from ...utils import USE_PE... | diffusers/src/diffusers/models/transformers/transformer_bria.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/transformer_bria.py",
"repo_id": "diffusers",
"token_count": 14037
} | 165 |
# Copyright 2025 The SkyReels-V2 Team, 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/LICEN... | diffusers/src/diffusers/models/transformers/transformer_skyreels_v2.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/transformer_skyreels_v2.py",
"repo_id": "diffusers",
"token_count": 12234
} | 166 |
# 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... | diffusers/src/diffusers/models/unets/unet_motion_model.py/0 | {
"file_path": "diffusers/src/diffusers/models/unets/unet_motion_model.py",
"repo_id": "diffusers",
"token_count": 47557
} | 167 |
# 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... | diffusers/src/diffusers/modular_pipelines/modular_pipeline.py/0 | {
"file_path": "diffusers/src/diffusers/modular_pipelines/modular_pipeline.py",
"repo_id": "diffusers",
"token_count": 46285
} | 168 |
# 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... | diffusers/src/diffusers/modular_pipelines/wan/modular_pipeline.py/0 | {
"file_path": "diffusers/src/diffusers/modular_pipelines/wan/modular_pipeline.py",
"repo_id": "diffusers",
"token_count": 1021
} | 169 |
# Copyright 2025 The NVIDIA 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... | diffusers/src/diffusers/pipelines/cosmos/pipeline_cosmos2_text2image.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/cosmos/pipeline_cosmos2_text2image.py",
"repo_id": "diffusers",
"token_count": 14363
} | 170 |
import html
import inspect
import re
import urllib.parse as ul
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, T5EncoderModel, T5Tokenizer
from ...loaders import StableDiffusionL... | diffusers/src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting_superresolution.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting_superresolution.py",
"repo_id": "diffusers",
"token_count": 23177
} | 171 |
from typing import TYPE_CHECKING
from ....utils import DIFFUSERS_SLOW_IMPORT, _LazyModule
_import_structure = {"pipeline_latent_diffusion_uncond": ["LDMPipeline"]}
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
from .pipeline_latent_diffusion_uncond import LDMPipeline
else:
import sys
sys.modules[__name__]... | diffusers/src/diffusers/pipelines/deprecated/latent_diffusion_uncond/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/latent_diffusion_uncond/__init__.py",
"repo_id": "diffusers",
"token_count": 190
} | 172 |
# 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... | diffusers/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_inpaint_legacy.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_inpaint_legacy.py",
"repo_id": "diffusers",
"token_count": 18224
} | 173 |
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... | diffusers/src/diffusers/pipelines/hunyuandit/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/hunyuandit/__init__.py",
"repo_id": "diffusers",
"token_count": 518
} | 174 |
# 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... | diffusers/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_img2img.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_img2img.py",
"repo_id": "diffusers",
"token_count": 7613
} | 175 |
# 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
#
#... | diffusers/src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py",
"repo_id": "diffusers",
"token_count": 20095
} | 176 |
# Copyright 2025 OmniGen 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... | diffusers/src/diffusers/pipelines/omnigen/pipeline_omnigen.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/omnigen/pipeline_omnigen.py",
"repo_id": "diffusers",
"token_count": 10120
} | 177 |
# 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... | diffusers/src/diffusers/pipelines/pixart_alpha/pipeline_pixart_sigma.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/pixart_alpha/pipeline_pixart_sigma.py",
"repo_id": "diffusers",
"token_count": 19467
} | 178 |
import inspect
from itertools import repeat
from typing import Callable, List, Optional, Union
import torch
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from ...image_processor import VaeImageProcessor
from ...models import AutoencoderKL, UNet2DConditionModel
from ...pipelines.stable_diff... | diffusers/src/diffusers/pipelines/semantic_stable_diffusion/pipeline_semantic_stable_diffusion.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/semantic_stable_diffusion/pipeline_semantic_stable_diffusion.py",
"repo_id": "diffusers",
"token_count": 18206
} | 179 |
from dataclasses import dataclass
from enum import Enum
from typing import TYPE_CHECKING, List, Optional, Union
import numpy as np
import PIL
from PIL import Image
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
BaseOutput,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is... | diffusers/src/diffusers/pipelines/stable_diffusion_safe/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion_safe/__init__.py",
"repo_id": "diffusers",
"token_count": 1237
} | 180 |
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... | diffusers/src/diffusers/pipelines/t2i_adapter/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/t2i_adapter/__init__.py",
"repo_id": "diffusers",
"token_count": 602
} | 181 |
import math
from typing import Optional, Union
import torch
from torch import nn
from ...configuration_utils import ConfigMixin, register_to_config
from ...models import ModelMixin
from ...models.attention import FeedForward
from ...models.attention_processor import Attention
from ...models.embeddings import Timestep... | diffusers/src/diffusers/pipelines/unidiffuser/modeling_uvit.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/unidiffuser/modeling_uvit.py",
"repo_id": "diffusers",
"token_count": 24168
} | 182 |
# Copyright (c) 2023 Dominic Rampas MIT License
# 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/licen... | diffusers/src/diffusers/pipelines/wuerstchen/modeling_wuerstchen_prior.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/wuerstchen/modeling_wuerstchen_prior.py",
"repo_id": "diffusers",
"token_count": 3158
} | 183 |
from .quanto_quantizer import QuantoQuantizer
| diffusers/src/diffusers/quantizers/quanto/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/quantizers/quanto/__init__.py",
"repo_id": "diffusers",
"token_count": 13
} | 184 |
# 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
#
#... | diffusers/src/diffusers/schedulers/scheduling_ddim_flax.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_ddim_flax.py",
"repo_id": "diffusers",
"token_count": 5534
} | 185 |
# Copyright 2025 Katherine Crowson 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... | diffusers/src/diffusers/schedulers/scheduling_euler_ancestral_discrete.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_euler_ancestral_discrete.py",
"repo_id": "diffusers",
"token_count": 8884
} | 186 |
# Copyright 2025 ETH Zurich Computer Vision Lab 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... | diffusers/src/diffusers/schedulers/scheduling_repaint.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_repaint.py",
"repo_id": "diffusers",
"token_count": 6634
} | 187 |
# 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... | diffusers/src/diffusers/utils/doc_utils.py/0 | {
"file_path": "diffusers/src/diffusers/utils/doc_utils.py",
"repo_id": "diffusers",
"token_count": 506
} | 188 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class FluxAutoBlocks(metaclass=DummyObject):
_backends = ["torch", "transformers"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["torch", "transformers"])
... | diffusers/src/diffusers/utils/dummy_torch_and_transformers_objects.py/0 | {
"file_path": "diffusers/src/diffusers/utils/dummy_torch_and_transformers_objects.py",
"repo_id": "diffusers",
"token_count": 40212
} | 189 |
import functools
import glob
import importlib
import importlib.metadata
import inspect
import io
import logging
import multiprocessing
import os
import random
import re
import struct
import sys
import tempfile
import time
import unittest
import urllib.parse
from collections import UserDict
from contextlib import contex... | diffusers/src/diffusers/utils/testing_utils.py/0 | {
"file_path": "diffusers/src/diffusers/utils/testing_utils.py",
"repo_id": "diffusers",
"token_count": 23101
} | 190 |
# 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 agreed to in writ... | diffusers/tests/lora/test_lora_layers_hunyuanvideo.py/0 | {
"file_path": "diffusers/tests/lora/test_lora_layers_hunyuanvideo.py",
"repo_id": "diffusers",
"token_count": 3861
} | 191 |
# 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... | diffusers/tests/models/autoencoders/test_models_autoencoder_dc.py/0 | {
"file_path": "diffusers/tests/models/autoencoders/test_models_autoencoder_dc.py",
"repo_id": "diffusers",
"token_count": 1183
} | 192 |
import tempfile
import unittest
import numpy as np
import pytest
import torch
from diffusers import DiffusionPipeline
from diffusers.models.attention_processor import Attention, AttnAddedKVProcessor
from diffusers.utils.testing_utils import torch_device
class AttnAddedKVProcessorTests(unittest.TestCase):
def ge... | diffusers/tests/models/test_attention_processor.py/0 | {
"file_path": "diffusers/tests/models/test_attention_processor.py",
"repo_id": "diffusers",
"token_count": 2019
} | 193 |
# 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... | diffusers/tests/models/transformers/test_models_transformer_consisid.py/0 | {
"file_path": "diffusers/tests/models/transformers/test_models_transformer_consisid.py",
"repo_id": "diffusers",
"token_count": 1560
} | 194 |
# 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... | diffusers/tests/models/transformers/test_models_transformer_sd3.py/0 | {
"file_path": "diffusers/tests/models/transformers/test_models_transformer_sd3.py",
"repo_id": "diffusers",
"token_count": 3072
} | 195 |
import unittest
import numpy as np
import torch
from transformers import AutoTokenizer, T5EncoderModel
from diffusers import AutoencoderKL, ChromaPipeline, ChromaTransformer2DModel, FlowMatchEulerDiscreteScheduler
from diffusers.utils.testing_utils import torch_device
from ..test_pipelines_common import FluxIPAdapte... | diffusers/tests/pipelines/chroma/test_pipeline_chroma.py/0 | {
"file_path": "diffusers/tests/pipelines/chroma/test_pipeline_chroma.py",
"repo_id": "diffusers",
"token_count": 2775
} | 196 |
# 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... | diffusers/tests/pipelines/controlnet/test_controlnet.py/0 | {
"file_path": "diffusers/tests/pipelines/controlnet/test_controlnet.py",
"repo_id": "diffusers",
"token_count": 18857
} | 197 |
# 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... | diffusers/tests/pipelines/deepfloyd_if/test_if_superresolution.py/0 | {
"file_path": "diffusers/tests/pipelines/deepfloyd_if/test_if_superresolution.py",
"repo_id": "diffusers",
"token_count": 2267
} | 198 |
import gc
import inspect
import unittest
import numpy as np
import torch
from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer
from diffusers import (
AutoencoderKL,
LatentConsistencyModelPipeline,
LCMScheduler,
UNet2DConditionModel,
)
from diffusers.utils.testing_utils import (
ba... | diffusers/tests/pipelines/latent_consistency_models/test_latent_consistency_models.py/0 | {
"file_path": "diffusers/tests/pipelines/latent_consistency_models/test_latent_consistency_models.py",
"repo_id": "diffusers",
"token_count": 4955
} | 199 |
import gc
import unittest
import numpy as np
import torch
from transformers import AutoTokenizer, GemmaConfig, GemmaForCausalLM
from diffusers import (
AutoencoderKL,
FlowMatchEulerDiscreteScheduler,
LuminaNextDiT2DModel,
LuminaPipeline,
)
from diffusers.utils.testing_utils import (
backend_empty_... | diffusers/tests/pipelines/lumina/test_lumina_nextdit.py/0 | {
"file_path": "diffusers/tests/pipelines/lumina/test_lumina_nextdit.py",
"repo_id": "diffusers",
"token_count": 2456
} | 200 |
# 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... | diffusers/tests/pipelines/pag/test_pag_controlnet_sdxl_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/pag/test_pag_controlnet_sdxl_img2img.py",
"repo_id": "diffusers",
"token_count": 4796
} | 201 |
# 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 agreed to in writ... | diffusers/tests/pipelines/shap_e/test_shap_e_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/shap_e/test_shap_e_img2img.py",
"repo_id": "diffusers",
"token_count": 4235
} | 202 |
# 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... | diffusers/tests/pipelines/stable_diffusion/test_onnx_stable_diffusion_inpaint.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion/test_onnx_stable_diffusion_inpaint.py",
"repo_id": "diffusers",
"token_count": 2254
} | 203 |
import gc
import unittest
import numpy as np
import torch
from transformers import AutoTokenizer, CLIPTextConfig, CLIPTextModelWithProjection, CLIPTokenizer, T5EncoderModel
from diffusers import AutoencoderKL, FlowMatchEulerDiscreteScheduler, SD3Transformer2DModel, StableDiffusion3Pipeline
from diffusers.utils.testin... | diffusers/tests/pipelines/stable_diffusion_3/test_pipeline_stable_diffusion_3.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion_3/test_pipeline_stable_diffusion_3.py",
"repo_id": "diffusers",
"token_count": 4488
} | 204 |
# Copyright 2025 The HuggingFace 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 law or agreed to in... | diffusers/tests/pipelines/wan/test_wan_image_to_video.py/0 | {
"file_path": "diffusers/tests/pipelines/wan/test_wan_image_to_video.py",
"repo_id": "diffusers",
"token_count": 6515
} | 205 |
# 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... | diffusers/tests/quantization/torchao/test_torchao.py/0 | {
"file_path": "diffusers/tests/quantization/torchao/test_torchao.py",
"repo_id": "diffusers",
"token_count": 19320
} | 206 |
import tempfile
import unittest
import torch
from diffusers import (
DEISMultistepScheduler,
DPMSolverMultistepScheduler,
DPMSolverSinglestepScheduler,
UniPCMultistepScheduler,
)
from .test_schedulers import SchedulerCommonTest
class DPMSolverSinglestepSchedulerTest(SchedulerCommonTest):
schedu... | diffusers/tests/schedulers/test_scheduler_dpm_single.py/0 | {
"file_path": "diffusers/tests/schedulers/test_scheduler_dpm_single.py",
"repo_id": "diffusers",
"token_count": 7205
} | 207 |
import unittest
import torch
from diffusers import UnCLIPScheduler
from .test_schedulers import SchedulerCommonTest
# UnCLIPScheduler is a modified DDPMScheduler with a subset of the configuration.
class UnCLIPSchedulerTest(SchedulerCommonTest):
scheduler_classes = (UnCLIPScheduler,)
def get_scheduler_con... | diffusers/tests/schedulers/test_scheduler_unclip.py/0 | {
"file_path": "diffusers/tests/schedulers/test_scheduler_unclip.py",
"repo_id": "diffusers",
"token_count": 2263
} | 208 |
import gc
import tempfile
import unittest
import torch
from diffusers import ControlNetModel, StableDiffusionControlNetPipeline
from diffusers.loaders.single_file_utils import _extract_repo_id_and_weights_name
from diffusers.utils import load_image
from diffusers.utils.testing_utils import (
backend_empty_cache,
... | diffusers/tests/single_file/test_stable_diffusion_controlnet_img2img_single_file.py/0 | {
"file_path": "diffusers/tests/single_file/test_stable_diffusion_controlnet_img2img_single_file.py",
"repo_id": "diffusers",
"token_count": 3609
} | 209 |
# 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... | diffusers/utils/check_inits.py/0 | {
"file_path": "diffusers/utils/check_inits.py",
"repo_id": "diffusers",
"token_count": 5410
} | 210 |
# 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... | diffusers/utils/release.py/0 | {
"file_path": "diffusers/utils/release.py",
"repo_id": "diffusers",
"token_count": 2306
} | 211 |
# Copyright 2024 The HuggingFace Inc. 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 appl... | lerobot/Makefile/0 | {
"file_path": "lerobot/Makefile",
"repo_id": "lerobot",
"token_count": 2180
} | 212 |
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