text stringlengths 5 424k | id stringlengths 13 178 | metadata dict | __index_level_0__ int64 0 672 |
|---|---|---|---|
import os
from typing import TypeVar, Union
T = TypeVar("T")
ListLike = Union[list[T], tuple[T, ...]]
NestedDataStructureLike = Union[T, list[T], dict[str, T]]
PathLike = Union[str, bytes, os.PathLike]
| datasets/src/datasets/utils/typing.py/0 | {
"file_path": "datasets/src/datasets/utils/typing.py",
"repo_id": "datasets",
"token_count": 74
} | 100 |
import shutil
import textwrap
import numpy as np
import pytest
from datasets import ClassLabel, Features, Image
from datasets.builder import InvalidConfigName
from datasets.data_files import DataFilesDict, DataFilesList, get_data_patterns
from datasets.download.streaming_download_manager import StreamingDownloadManag... | datasets/tests/packaged_modules/test_imagefolder.py/0 | {
"file_path": "datasets/tests/packaged_modules/test_imagefolder.py",
"repo_id": "datasets",
"token_count": 7486
} | 101 |
import json
import os
from pathlib import Path
import pytest
from datasets.download.download_config import DownloadConfig
from datasets.download.download_manager import DownloadManager
from datasets.download.streaming_download_manager import StreamingDownloadManager
from datasets.utils.file_utils import hash_url_to_f... | datasets/tests/test_download_manager.py/0 | {
"file_path": "datasets/tests/test_download_manager.py",
"repo_id": "datasets",
"token_count": 2945
} | 102 |
from tempfile import NamedTemporaryFile
import pytest
import requests
from datasets.utils.file_utils import fsspec_get, fsspec_head
from .utils import OfflineSimulationMode, RequestWouldHangIndefinitelyError, offline, require_not_windows
@pytest.mark.integration
@require_not_windows # fsspec get keeps a file hand... | datasets/tests/test_offline_util.py/0 | {
"file_path": "datasets/tests/test_offline_util.py",
"repo_id": "datasets",
"token_count": 641
} | 103 |
import glob
import logging
import os
import subprocess
import pandas as pd
logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(name)s: %(message)s")
logger = logging.getLogger(__name__)
PATTERN = "benchmarking_*.py"
FINAL_CSV_FILENAME = "collated_results.csv"
GITHUB_SHA = os.getenv("GITHUB_S... | diffusers/benchmarks/run_all.py/0 | {
"file_path": "diffusers/benchmarks/run_all.py",
"repo_id": "diffusers",
"token_count": 1154
} | 104 |
<!--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/configuration.md/0 | {
"file_path": "diffusers/docs/source/en/api/configuration.md",
"repo_id": "diffusers",
"token_count": 322
} | 105 |
<!-- 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/models/hunyuan_video_transformer_3d.md/0 | {
"file_path": "diffusers/docs/source/en/api/models/hunyuan_video_transformer_3d.md",
"repo_id": "diffusers",
"token_count": 351
} | 106 |
<!--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/models/transformer2d.md/0 | {
"file_path": "diffusers/docs/source/en/api/models/transformer2d.md",
"repo_id": "diffusers",
"token_count": 465
} | 107 |
<!--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/outputs.md/0 | {
"file_path": "diffusers/docs/source/en/api/outputs.md",
"repo_id": "diffusers",
"token_count": 519
} | 108 |
<!--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
} | 109 |
<!--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
} | 110 |
<!--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
} | 111 |
<!--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
} | 112 |
# T-GATE
[T-GATE](https://github.com/HaozheLiu-ST/T-GATE/tree/main) accelerates inference for [Stable Diffusion](../api/pipelines/stable_diffusion/overview), [PixArt](../api/pipelines/pixart), and [Latency Consistency Model](../api/pipelines/latent_consistency_models.md) pipelines by skipping the cross-attention calcu... | diffusers/docs/source/en/optimization/tgate.md/0 | {
"file_path": "diffusers/docs/source/en/optimization/tgate.md",
"repo_id": "diffusers",
"token_count": 2963
} | 113 |
<!--Copyright 2025 Custom Diffusion authors 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... | diffusers/docs/source/en/training/custom_diffusion.md/0 | {
"file_path": "diffusers/docs/source/en/training/custom_diffusion.md",
"repo_id": "diffusers",
"token_count": 5514
} | 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 agreed... | diffusers/docs/source/en/tutorials/basic_training.md/0 | {
"file_path": "diffusers/docs/source/en/tutorials/basic_training.md",
"repo_id": "diffusers",
"token_count": 6239
} | 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/using-diffusers/inference_with_tcd_lora.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/inference_with_tcd_lora.md",
"repo_id": "diffusers",
"token_count": 6012
} | 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/using-diffusers/t2i_adapter.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/t2i_adapter.md",
"repo_id": "diffusers",
"token_count": 2183
} | 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/ko/conceptual/ethical_guidelines.md/0 | {
"file_path": "diffusers/docs/source/ko/conceptual/ethical_guidelines.md",
"repo_id": "diffusers",
"token_count": 4084
} | 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/ko/stable_diffusion.md/0 | {
"file_path": "diffusers/docs/source/ko/stable_diffusion.md",
"repo_id": "diffusers",
"token_count": 8903
} | 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/ko/using-diffusers/controlling_generation.md/0 | {
"file_path": "diffusers/docs/source/ko/using-diffusers/controlling_generation.md",
"repo_id": "diffusers",
"token_count": 14046
} | 120 |
# Textual inversion
[[open-in-colab]]
[`StableDiffusionPipeline`]은 textual-inversion을 지원하는데, 이는 몇 개의 샘플 이미지만으로 stable diffusion과 같은 모델이 새로운 컨셉을 학습할 수 있도록 하는 기법입니다. 이를 통해 생성된 이미지를 더 잘 제어하고 특정 컨셉에 맞게 모델을 조정할 수 있습니다. 커뮤니티에서 만들어진 컨셉들의 컬렉션은 [Stable Diffusion Conceptualizer](https://huggingface.co/spaces/sd-concepts-libra... | diffusers/docs/source/ko/using-diffusers/textual_inversion_inference.md/0 | {
"file_path": "diffusers/docs/source/ko/using-diffusers/textual_inversion_inference.md",
"repo_id": "diffusers",
"token_count": 2024
} | 121 |
# 入门：使用混合推理进行 VAE 编码
VAE 编码用于训练、图像到图像和图像到视频——将图像或视频转换为潜在表示。
## 内存
这些表格展示了在不同 GPU 上使用 SD v1 和 SD XL 进行 VAE 编码的 VRAM 需求。
对于这些 GPU 中的大多数，内存使用百分比决定了其他模型（文本编码器、UNet/Transformer）必须被卸载，或者必须使用分块编码，这会增加时间并影响质量。
<details><summary>SD v1.5</summary>
| GPU | 分辨率 | 时间（秒） | 内存（%） | 分块时间（秒） | ... | diffusers/docs/source/zh/hybrid_inference/vae_encode.md/0 | {
"file_path": "diffusers/docs/source/zh/hybrid_inference/vae_encode.md",
"repo_id": "diffusers",
"token_count": 5934
} | 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/zh/optimization/fp16.md/0 | {
"file_path": "diffusers/docs/source/zh/optimization/fp16.md",
"repo_id": "diffusers",
"token_count": 8136
} | 123 |
# 将模型适配至新任务
许多扩散系统共享相同的组件架构，这使得您能够将针对某一任务预训练的模型调整适配至完全不同的新任务。
本指南将展示如何通过初始化并修改预训练 [`UNet2DConditionModel`] 的架构，将文生图预训练模型改造为图像修复(inpainting)模型。
## 配置 UNet2DConditionModel 参数
默认情况下，[`UNet2DConditionModel`] 的[输入样本](https://huggingface.co/docs/diffusers/v0.16.0/en/api/models#diffusers.UNet2DConditionModel.in_channels)接... | diffusers/docs/source/zh/training/adapt_a_model.md/0 | {
"file_path": "diffusers/docs/source/zh/training/adapt_a_model.md",
"repo_id": "diffusers",
"token_count": 1317
} | 124 |
# Community Scripts
**Community scripts** consist of inference examples using Diffusers pipelines that have been added by the community.
Please have a look at the following table to get an overview of all community examples. Click on the **Code Example** to get a copy-and-paste code example that you can try out.
If a ... | diffusers/examples/community/README_community_scripts.md/0 | {
"file_path": "diffusers/examples/community/README_community_scripts.md",
"repo_id": "diffusers",
"token_count": 9428
} | 125 |
"""
modeled after the textual_inversion.py / train_dreambooth.py and the work
of justinpinkney here: https://github.com/justinpinkney/stable-diffusion/blob/main/notebooks/imagic.ipynb
"""
import inspect
import warnings
from typing import List, Optional, Union
import numpy as np
import PIL.Image
import torch
import to... | diffusers/examples/community/imagic_stable_diffusion.py/0 | {
"file_path": "diffusers/examples/community/imagic_stable_diffusion.py",
"repo_id": "diffusers",
"token_count": 9826
} | 126 |
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.... | diffusers/examples/community/masked_stable_diffusion_xl_img2img.py/0 | {
"file_path": "diffusers/examples/community/masked_stable_diffusion_xl_img2img.py",
"repo_id": "diffusers",
"token_count": 15124
} | 127 |
# 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... | diffusers/examples/community/pipeline_faithdiff_stable_diffusion_xl.py/0 | {
"file_path": "diffusers/examples/community/pipeline_faithdiff_stable_diffusion_xl.py",
"repo_id": "diffusers",
"token_count": 49871
} | 128 |
# 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
... | diffusers/examples/community/pipeline_stable_diffusion_upscale_ldm3d.py/0 | {
"file_path": "diffusers/examples/community/pipeline_stable_diffusion_upscale_ldm3d.py",
"repo_id": "diffusers",
"token_count": 17047
} | 129 |
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... | diffusers/examples/community/regional_prompting_stable_diffusion.py/0 | {
"file_path": "diffusers/examples/community/regional_prompting_stable_diffusion.py",
"repo_id": "diffusers",
"token_count": 37684
} | 130 |
# 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... | diffusers/examples/community/stable_diffusion_reference.py/0 | {
"file_path": "diffusers/examples/community/stable_diffusion_reference.py",
"repo_id": "diffusers",
"token_count": 34506
} | 131 |
import argparse
import intel_extension_for_pytorch as ipex
import torch
from diffusers import DPMSolverMultistepScheduler, StableDiffusionPipeline
parser = argparse.ArgumentParser("Stable Diffusion script with intel optimization", add_help=False)
parser.add_argument("--dpm", action="store_true", help="Enable DPMSol... | diffusers/examples/research_projects/intel_opts/inference_bf16.py/0 | {
"file_path": "diffusers/examples/research_projects/intel_opts/inference_bf16.py",
"repo_id": "diffusers",
"token_count": 796
} | 132 |
# 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/LICENSE-2.0
#
# Unless r... | diffusers/examples/research_projects/lora/train_text_to_image_lora.py/0 | {
"file_path": "diffusers/examples/research_projects/lora/train_text_to_image_lora.py",
"repo_id": "diffusers",
"token_count": 19105
} | 133 |
#!/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/onnxruntime/text_to_image/train_text_to_image.py/0 | {
"file_path": "diffusers/examples/research_projects/onnxruntime/text_to_image/train_text_to_image.py",
"repo_id": "diffusers",
"token_count": 17059
} | 134 |
your_local_path='output'
hf download Efficient-Large-Model/SANA_Sprint_1.6B_1024px_teacher_diffusers --local-dir $your_local_path/SANA_Sprint_1.6B_1024px_teacher_diffusers
# or Sana_Sprint_0.6B_1024px_teacher_diffusers
python train_sana_sprint_diffusers.py \
--pretrained_model_name_or_path=$your_local_path/SANA... | diffusers/examples/research_projects/sana/train_sana_sprint_diffusers.sh/0 | {
"file_path": "diffusers/examples/research_projects/sana/train_sana_sprint_diffusers.sh",
"repo_id": "diffusers",
"token_count": 409
} | 135 |
# VAE
`vae_roundtrip.py` Demonstrates the use of a VAE by roundtripping an image through the encoder and decoder. Original and reconstructed images are displayed side by side.
```
cd examples/research_projects/vae
python vae_roundtrip.py \
--pretrained_model_name_or_path="stable-diffusion-v1-5/stable-diffusion-v1... | diffusers/examples/research_projects/vae/README.md/0 | {
"file_path": "diffusers/examples/research_projects/vae/README.md",
"repo_id": "diffusers",
"token_count": 140
} | 136 |
import gc
import logging
import os
import tempfile
import uuid
import torch
logger = logging.getLogger(__name__)
class Utils:
def __init__(self, host: str = "0.0.0.0", port: int = 8500):
self.service_url = f"http://{host}:{port}"
self.image_dir = os.path.join(tempfile.gettempdir(), "images")
... | diffusers/examples/server-async/utils/utils.py/0 | {
"file_path": "diffusers/examples/server-async/utils/utils.py",
"repo_id": "diffusers",
"token_count": 645
} | 137 |
#!/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/text_to_image/test_text_to_image.py/0 | {
"file_path": "diffusers/examples/text_to_image/test_text_to_image.py",
"repo_id": "diffusers",
"token_count": 7427
} | 138 |
## Training an unconditional diffusion model
Creating a training image set is [described in a different document](https://huggingface.co/docs/datasets/image_process#image-datasets).
### Installing the dependencies
Before running the scripts, make sure to install the library's training dependencies:
**Important**
T... | diffusers/examples/unconditional_image_generation/README.md/0 | {
"file_path": "diffusers/examples/unconditional_image_generation/README.md",
"repo_id": "diffusers",
"token_count": 1938
} | 139 |
import argparse
from typing import Dict
import torch
import torch.nn as nn
from diffusers import SparseControlNetModel
KEYS_RENAME_MAPPING = {
".attention_blocks.0": ".attn1",
".attention_blocks.1": ".attn2",
".attn1.pos_encoder": ".pos_embed",
".ff_norm": ".norm3",
".norms.0": ".norm1",
".n... | diffusers/scripts/convert_animatediff_sparsectrl_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_animatediff_sparsectrl_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 1144
} | 140 |
# Script for converting a HF Diffusers saved pipeline to a Stable Diffusion checkpoint.
# *Only* converts the UNet, VAE, and Text Encoder.
# Does not convert optimizer state or any other thing.
import argparse
import os.path as osp
import re
import torch
from safetensors.torch import load_file, save_file
# ========... | diffusers/scripts/convert_diffusers_to_original_stable_diffusion.py/0 | {
"file_path": "diffusers/scripts/convert_diffusers_to_original_stable_diffusion.py",
"repo_id": "diffusers",
"token_count": 6259
} | 141 |
import argparse
from pathlib import Path
from typing import Any, Dict
import torch
from accelerate import init_empty_weights
from safetensors.torch import load_file
from transformers import T5EncoderModel, T5Tokenizer
from diffusers import (
AutoencoderKLLTXVideo,
FlowMatchEulerDiscreteScheduler,
LTXCondi... | diffusers/scripts/convert_ltx_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_ltx_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 9469
} | 142 |
#!/usr/bin/env python
from __future__ import annotations
import argparse
from contextlib import nullcontext
import torch
from accelerate import init_empty_weights
from diffusers import (
SanaControlNetModel,
)
from diffusers.models.modeling_utils import load_model_dict_into_meta
from diffusers.utils.import_utils... | diffusers/scripts/convert_sana_controlnet_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_sana_controlnet_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 4103
} | 143 |
# 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... | diffusers/scripts/convert_vae_diff_to_onnx.py/0 | {
"file_path": "diffusers/scripts/convert_vae_diff_to_onnx.py",
"repo_id": "diffusers",
"token_count": 1684
} | 144 |
# 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/commands/fp16_safetensors.py/0 | {
"file_path": "diffusers/src/diffusers/commands/fp16_safetensors.py",
"repo_id": "diffusers",
"token_count": 2245
} | 145 |
# 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/skip_layer_guidance.py/0 | {
"file_path": "diffusers/src/diffusers/guiders/skip_layer_guidance.py",
"repo_id": "diffusers",
"token_count": 5129
} | 146 |
# 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/image_processor.py/0 | {
"file_path": "diffusers/src/diffusers/image_processor.py",
"repo_id": "diffusers",
"token_count": 26389
} | 147 |
# Models
For more detail on the models, please refer to the [docs](https://huggingface.co/docs/diffusers/api/models/overview). | diffusers/src/diffusers/models/README.md/0 | {
"file_path": "diffusers/src/diffusers/models/README.md",
"repo_id": "diffusers",
"token_count": 39
} | 148 |
# 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-... | diffusers/src/diffusers/models/controlnet_sd3.py/0 | {
"file_path": "diffusers/src/diffusers/models/controlnet_sd3.py",
"repo_id": "diffusers",
"token_count": 1263
} | 149 |
# 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/embeddings.py/0 | {
"file_path": "diffusers/src/diffusers/models/embeddings.py",
"repo_id": "diffusers",
"token_count": 47160
} | 150 |
# 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/transformers/dit_transformer_2d.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/dit_transformer_2d.py",
"repo_id": "diffusers",
"token_count": 4528
} | 151 |
# 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/models/transformers/transformer_cosmos.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/transformer_cosmos.py",
"repo_id": "diffusers",
"token_count": 11273
} | 152 |
from ...utils import is_flax_available, is_torch_available
if is_torch_available():
from .unet_1d import UNet1DModel
from .unet_2d import UNet2DModel
from .unet_2d_condition import UNet2DConditionModel
from .unet_3d_condition import UNet3DConditionModel
from .unet_i2vgen_xl import I2VGenXLUNet
... | diffusers/src/diffusers/models/unets/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/models/unets/__init__.py",
"repo_id": "diffusers",
"token_count": 265
} | 153 |
# 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/upsampling.py/0 | {
"file_path": "diffusers/src/diffusers/models/upsampling.py",
"repo_id": "diffusers",
"token_count": 9105
} | 154 |
# Copyright 2025 Qwen-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | diffusers/src/diffusers/modular_pipelines/qwenimage/before_denoise.py/0 | {
"file_path": "diffusers/src/diffusers/modular_pipelines/qwenimage/before_denoise.py",
"repo_id": "diffusers",
"token_count": 12365
} | 155 |
# 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/decoders.py/0 | {
"file_path": "diffusers/src/diffusers/modular_pipelines/wan/decoders.py",
"repo_id": "diffusers",
"token_count": 1540
} | 156 |
from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_flax_available,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transfor... | diffusers/src/diffusers/pipelines/controlnet_xs/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/controlnet_xs/__init__.py",
"repo_id": "diffusers",
"token_count": 894
} | 157 |
from dataclasses import dataclass
from typing import List, Optional, Union
import numpy as np
import PIL.Image
from ....utils import (
BaseOutput,
)
@dataclass
# Copied from diffusers.pipelines.stable_diffusion.pipeline_output.StableDiffusionPipelineOutput with Stable->Alt
class AltDiffusionPipelineOutput(BaseO... | diffusers/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_output.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_output.py",
"repo_id": "diffusers",
"token_count": 344
} | 158 |
# Copyright 2022 The Music Spectrogram Diffusion Authors.
# 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... | diffusers/src/diffusers/pipelines/deprecated/spectrogram_diffusion/pipeline_spectrogram_diffusion.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/spectrogram_diffusion/pipeline_spectrogram_diffusion.py",
"repo_id": "diffusers",
"token_count": 4994
} | 159 |
from typing import TYPE_CHECKING
from ....utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and is_torch_available()):
... | diffusers/src/diffusers/pipelines/deprecated/vq_diffusion/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/vq_diffusion/__init__.py",
"repo_id": "diffusers",
"token_count": 682
} | 160 |
# Copyright 2025 ChatGLM3-6B Model Team, 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... | diffusers/src/diffusers/pipelines/kolors/text_encoder.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/kolors/text_encoder.py",
"repo_id": "diffusers",
"token_count": 15955
} | 161 |
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/skyreels_v2/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/skyreels_v2/__init__.py",
"repo_id": "diffusers",
"token_count": 891
} | 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/pipelines/stable_diffusion/pipeline_stable_diffusion_latent_upscale.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_latent_upscale.py",
"repo_id": "diffusers",
"token_count": 13951
} | 163 |
from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_flax_available,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_additional_imports = {}
_import_structure = {"pipel... | diffusers/src/diffusers/pipelines/stable_diffusion_xl/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion_xl/__init__.py",
"repo_id": "diffusers",
"token_count": 1202
} | 164 |
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/wan/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/wan/__init__.py",
"repo_id": "diffusers",
"token_count": 672
} | 165 |
# 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/LICENSE-2.0
#
# Unless required by appl... | diffusers/src/diffusers/quantizers/auto.py/0 | {
"file_path": "diffusers/src/diffusers/quantizers/auto.py",
"repo_id": "diffusers",
"token_count": 2362
} | 166 |
# 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/LICENSE-2.0
#
# Unless required by appl... | diffusers/src/diffusers/quantizers/torchao/torchao_quantizer.py/0 | {
"file_path": "diffusers/src/diffusers/quantizers/torchao/torchao_quantizer.py",
"repo_id": "diffusers",
"token_count": 6593
} | 167 |
# Copyright 2025 UC Berkeley 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 ... | diffusers/src/diffusers/schedulers/scheduling_ddpm_flax.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_ddpm_flax.py",
"repo_id": "diffusers",
"token_count": 5290
} | 168 |
# Copyright 2025 Stability AI, 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-... | diffusers/src/diffusers/schedulers/scheduling_flow_match_heun_discrete.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_flow_match_heun_discrete.py",
"repo_id": "diffusers",
"token_count": 5283
} | 169 |
# Copyright 2025 Google Brain 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/schedulers/scheduling_sde_ve_flax.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_sde_ve_flax.py",
"repo_id": "diffusers",
"token_count": 4805
} | 170 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class GGUFQuantizationConfig(metaclass=DummyObject):
_backends = ["gguf"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["gguf"])
@classmethod
def fro... | diffusers/src/diffusers/utils/dummy_gguf_objects.py/0 | {
"file_path": "diffusers/src/diffusers/utils/dummy_gguf_objects.py",
"repo_id": "diffusers",
"token_count": 198
} | 171 |
# 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/src/diffusers/utils/dynamic_modules_utils.py/0 | {
"file_path": "diffusers/src/diffusers/utils/dynamic_modules_utils.py",
"repo_id": "diffusers",
"token_count": 8769
} | 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/utils/typing_utils.py/0 | {
"file_path": "diffusers/src/diffusers/utils/typing_utils.py",
"repo_id": "diffusers",
"token_count": 1404
} | 173 |
# 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": 3943
} | 174 |
# 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": 1179
} | 175 |
# 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/test_layers_utils.py/0 | {
"file_path": "diffusers/tests/models/test_layers_utils.py",
"repo_id": "diffusers",
"token_count": 10831
} | 176 |
# 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_easyanimate.py/0 | {
"file_path": "diffusers/tests/models/transformers/test_models_transformer_easyanimate.py",
"repo_id": "diffusers",
"token_count": 1192
} | 177 |
# 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_temporal.py/0 | {
"file_path": "diffusers/tests/models/transformers/test_models_transformer_temporal.py",
"repo_id": "diffusers",
"token_count": 730
} | 178 |
# 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_inpaint.py/0 | {
"file_path": "diffusers/tests/pipelines/controlnet/test_controlnet_inpaint.py",
"repo_id": "diffusers",
"token_count": 10110
} | 179 |
# 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/kandinsky2_2/test_kandinsky_combined.py/0 | {
"file_path": "diffusers/tests/pipelines/kandinsky2_2/test_kandinsky_combined.py",
"repo_id": "diffusers",
"token_count": 6193
} | 180 |
import unittest
import torch
from transformers import AutoTokenizer, Gemma2Config, Gemma2Model
from diffusers import (
AutoencoderKL,
FlowMatchEulerDiscreteScheduler,
Lumina2Pipeline,
Lumina2Transformer2DModel,
)
from ..test_pipelines_common import PipelineTesterMixin
class Lumina2PipelineFastTests... | diffusers/tests/pipelines/lumina2/test_pipeline_lumina2.py/0 | {
"file_path": "diffusers/tests/pipelines/lumina2/test_pipeline_lumina2.py",
"repo_id": "diffusers",
"token_count": 1756
} | 181 |
# 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_kolors.py/0 | {
"file_path": "diffusers/tests/pipelines/pag/test_pag_kolors.py",
"repo_id": "diffusers",
"token_count": 4860
} | 182 |
# 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": 4231
} | 183 |
# 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": 2250
} | 184 |
import random
import unittest
import numpy as np
import torch
from transformers import AutoTokenizer, CLIPTextConfig, CLIPTextModelWithProjection, CLIPTokenizer, T5EncoderModel
from diffusers import (
AutoencoderKL,
FlowMatchEulerDiscreteScheduler,
SD3Transformer2DModel,
StableDiffusion3InpaintPipelin... | diffusers/tests/pipelines/stable_diffusion_3/test_pipeline_stable_diffusion_3_inpaint.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion_3/test_pipeline_stable_diffusion_3_inpaint.py",
"repo_id": "diffusers",
"token_count": 2561
} | 185 |
import contextlib
import io
import re
import unittest
import torch
from PIL import Image
from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer
from diffusers import (
AnimateDiffPipeline,
AnimateDiffVideoToVideoPipeline,
AutoencoderKL,
DDIMScheduler,
MotionAdapter,
StableDiffus... | diffusers/tests/pipelines/test_pipeline_utils.py/0 | {
"file_path": "diffusers/tests/pipelines/test_pipeline_utils.py",
"repo_id": "diffusers",
"token_count": 20185
} | 186 |
from diffusers.utils import is_torch_available
from ..testing_utils import (
backend_empty_cache,
backend_max_memory_allocated,
backend_reset_peak_memory_stats,
torch_device,
)
if is_torch_available():
import torch
import torch.nn as nn
class LoRALayer(nn.Module):
"""Wraps a line... | diffusers/tests/quantization/utils.py/0 | {
"file_path": "diffusers/tests/quantization/utils.py",
"repo_id": "diffusers",
"token_count": 722
} | 187 |
import tempfile
import unittest
import torch
from diffusers import EDMDPMSolverMultistepScheduler
from .test_schedulers import SchedulerCommonTest
class EDMDPMSolverMultistepSchedulerTest(SchedulerCommonTest):
scheduler_classes = (EDMDPMSolverMultistepScheduler,)
forward_default_kwargs = (("num_inference_s... | diffusers/tests/schedulers/test_scheduler_edm_dpmsolver_multistep.py/0 | {
"file_path": "diffusers/tests/schedulers/test_scheduler_edm_dpmsolver_multistep.py",
"repo_id": "diffusers",
"token_count": 5458
} | 188 |
import unittest
import torch
import torch.nn.functional as F
from diffusers import VQDiffusionScheduler
from .test_schedulers import SchedulerCommonTest
class VQDiffusionSchedulerTest(SchedulerCommonTest):
scheduler_classes = (VQDiffusionScheduler,)
def get_scheduler_config(self, **kwargs):
config... | diffusers/tests/schedulers/test_scheduler_vq_diffusion.py/0 | {
"file_path": "diffusers/tests/schedulers/test_scheduler_vq_diffusion.py",
"repo_id": "diffusers",
"token_count": 715
} | 189 |
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 ..testing_utils import (
backend_empty_cache,
enable_fu... | diffusers/tests/single_file/test_stable_diffusion_controlnet_single_file.py/0 | {
"file_path": "diffusers/tests/single_file/test_stable_diffusion_controlnet_single_file.py",
"repo_id": "diffusers",
"token_count": 3346
} | 190 |
# 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_repo.py/0 | {
"file_path": "diffusers/utils/check_repo.py",
"repo_id": "diffusers",
"token_count": 12370
} | 191 |
# Copyright 2025 The HuggingFace Team, the AllenNLP library authors. 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/utils/stale.py/0 | {
"file_path": "diffusers/utils/stale.py",
"repo_id": "diffusers",
"token_count": 1008
} | 192 |
# 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
} | 193 |
# Feetech Motor Firmware Update
This tutorial guides you through updating the firmware of Feetech motors using the official Feetech software.
## Prerequisites
- Windows computer (Feetech software is only available for Windows)
- Feetech motor control board
- USB cable to connect the control board to your computer
- ... | lerobot/docs/source/feetech.mdx/0 | {
"file_path": "lerobot/docs/source/feetech.mdx",
"repo_id": "lerobot",
"token_count": 670
} | 194 |
# Phone
Use your phone (iOS or Android) to control your robot.
**In this guide you'll learn:**
- How to connect an iOS/Android phone
- How phone pose is mapped to robot end‑effector (EE) targets
- How to tweak safety limits, gripper control, and IK settings
To use phone to control your robot, install the relevant d... | lerobot/docs/source/phone_teleop.mdx/0 | {
"file_path": "lerobot/docs/source/phone_teleop.mdx",
"repo_id": "lerobot",
"token_count": 2934
} | 195 |
# !/usr/bin/env python
# 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/LICENSE-2.0
#
#... | lerobot/examples/lekiwi/record.py/0 | {
"file_path": "lerobot/examples/lekiwi/record.py",
"repo_id": "lerobot",
"token_count": 1778
} | 196 |
# 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/examples/training/train_policy.py/0 | {
"file_path": "lerobot/examples/training/train_policy.py",
"repo_id": "lerobot",
"token_count": 1822
} | 197 |
# requirements.in
# requirements-macos.txt was generated on macOS and is platform-specific (macOS 15.5 24F74 arm64).
# Darwin MacBook-Pro.local 24.5.0 Darwin Kernel Version 24.5.0: Tue Apr 22 19:54:43 PDT 2025; root:xnu-11417.121.6~2/RELEASE_ARM64_T8132 arm64
# requirements-ubuntu.txt was generated on Linux and is pl... | lerobot/requirements.in/0 | {
"file_path": "lerobot/requirements.in",
"repo_id": "lerobot",
"token_count": 197
} | 198 |
# 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/src/lerobot/cameras/reachy2_camera/reachy2_camera.py/0 | {
"file_path": "lerobot/src/lerobot/cameras/reachy2_camera/reachy2_camera.py",
"repo_id": "lerobot",
"token_count": 4418
} | 199 |
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