text stringlengths 5 409k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 572 |
|---|---|---|---|
[package]
name = "candle-wasm-example-yolo"
version.workspace = true
edition.workspace = true
description.workspace = true
repository.workspace = true
keywords.workspace = true
categories.workspace = true
license.workspace = true
[dependencies]
candle = { workspace = true }
candle-nn = { workspace = true }
num-traits ... | candle/candle-wasm-examples/yolo/Cargo.toml/0 | {
"file_path": "candle/candle-wasm-examples/yolo/Cargo.toml",
"repo_id": "candle",
"token_count": 464
} | 69 |
pub fn add(left: usize, right: usize) -> usize {
left + right
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn it_works() {
let result = add(2, 2);
assert_eq!(result, 4);
}
}
| candle/candle-wasm-tests/src/lib.rs/0 | {
"file_path": "candle/candle-wasm-tests/src/lib.rs",
"repo_id": "candle",
"token_count": 108
} | 70 |
import json
import os
from dataclasses import dataclass
import numpy as np
import pyarrow as pa
import datasets
from utils import get_duration
SPEED_TEST_N_EXAMPLES = 100_000_000_000
SPEED_TEST_CHUNK_SIZE = 10_000
RESULTS_BASEPATH, RESULTS_FILENAME = os.path.split(__file__)
RESULTS_FILE_PATH = os.path.join(RESULTS... | datasets/benchmarks/benchmark_getitem_100B.py/0 | {
"file_path": "datasets/benchmarks/benchmark_getitem_100B.py",
"repo_id": "datasets",
"token_count": 867
} | 71 |
# Datasets 🤝 Arrow
## What is Arrow?
[Arrow](https://arrow.apache.org/) enables large amounts of data to be processed and moved quickly. It is a specific data format that stores data in a columnar memory layout. This provides several significant advantages:
* Arrow's standard format allows [zero-copy reads](https:/... | datasets/docs/source/about_arrow.md/0 | {
"file_path": "datasets/docs/source/about_arrow.md",
"repo_id": "datasets",
"token_count": 685
} | 72 |
# Search index
[FAISS](https://github.com/facebookresearch/faiss) and [Elasticsearch](https://www.elastic.co/elasticsearch/) enables searching for examples in a dataset. This can be useful when you want to retrieve specific examples from a dataset that are relevant to your NLP task. For example, if you are working on ... | datasets/docs/source/faiss_es.mdx/0 | {
"file_path": "datasets/docs/source/faiss_es.mdx",
"repo_id": "datasets",
"token_count": 1845
} | 73 |
# Builder classes
## Builders
🤗 Datasets relies on two main classes during the dataset building process: [`DatasetBuilder`] and [`BuilderConfig`].
[[autodoc]] datasets.DatasetBuilder
[[autodoc]] datasets.GeneratorBasedBuilder
[[autodoc]] datasets.ArrowBasedBuilder
[[autodoc]] datasets.BuilderConfig
## Download
... | datasets/docs/source/package_reference/builder_classes.mdx/0 | {
"file_path": "datasets/docs/source/package_reference/builder_classes.mdx",
"repo_id": "datasets",
"token_count": 240
} | 74 |
# Use with JAX
This document is a quick introduction to using `datasets` with JAX, with a particular focus on how to get
`jax.Array` objects out of our datasets, and how to use them to train JAX models.
<Tip>
`jax` and `jaxlib` are required to reproduce to code above, so please make sure you
install them as `pip ins... | datasets/docs/source/use_with_jax.mdx/0 | {
"file_path": "datasets/docs/source/use_with_jax.mdx",
"repo_id": "datasets",
"token_count": 2969
} | 75 |
# Copyright 2020 The HuggingFace Datasets Authors and the TensorFlow Datasets Authors.
#
# 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
#
# Unless required by applicable law or agreed to in wr... | datasets/src/datasets/arrow_writer.py/0 | {
"file_path": "datasets/src/datasets/arrow_writer.py",
"repo_id": "datasets",
"token_count": 12919
} | 76 |
# Copyright 2020 The TensorFlow Datasets Authors.
#
# 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 a... | datasets/src/datasets/download/download_manager.py/0 | {
"file_path": "datasets/src/datasets/download/download_manager.py",
"repo_id": "datasets",
"token_count": 5657
} | 77 |
# Copyright 2020 The HuggingFace Authors.
#
# 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... | datasets/src/datasets/formatting/polars_formatter.py/0 | {
"file_path": "datasets/src/datasets/formatting/polars_formatter.py",
"repo_id": "datasets",
"token_count": 1931
} | 78 |
# Copyright 2020 The HuggingFace Datasets Authors and the TensorFlow Datasets Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | datasets/src/datasets/keyhash.py/0 | {
"file_path": "datasets/src/datasets/keyhash.py",
"repo_id": "datasets",
"token_count": 1378
} | 79 |
from typing import Callable
def is_documented_by(function_with_docstring: Callable):
"""Decorator to share docstrings across common functions.
Args:
function_with_docstring (`Callable`): Name of the function with the docstring.
"""
def wrapper(target_function):
target_function.__doc_... | datasets/src/datasets/utils/doc_utils.py/0 | {
"file_path": "datasets/src/datasets/utils/doc_utils.py",
"repo_id": "datasets",
"token_count": 137
} | 80 |
[
"unknown",
"n<1K",
"1K<n<10K",
"10K<n<100K",
"100K<n<1M",
"1M<n<10M",
"10M<n<100M",
"100M<n<1B",
"1B<n<10B",
"10B<n<100B",
"100B<n<1T",
"n>1T"
]
| datasets/src/datasets/utils/resources/size_categories.json/0 | {
"file_path": "datasets/src/datasets/utils/resources/size_categories.json",
"repo_id": "datasets",
"token_count": 124
} | 81 |
import os
from collections import namedtuple
import pytest
from datasets import ClassLabel, Features, Sequence, Value
from datasets.commands.test import TestCommand
from datasets.info import DatasetInfo, DatasetInfosDict
_TestCommandArgs = namedtuple(
"_TestCommandArgs",
[
"dataset",
"name",... | datasets/tests/commands/test_test.py/0 | {
"file_path": "datasets/tests/commands/test_test.py",
"repo_id": "datasets",
"token_count": 1546
} | 82 |
import pytest
from datasets import Dataset, Features, Video
from ..utils import require_decord
@require_decord
@pytest.mark.parametrize(
"build_example",
[
lambda video_path: video_path,
lambda video_path: open(video_path, "rb").read(),
lambda video_path: {"path": video_path},
... | datasets/tests/features/test_video.py/0 | {
"file_path": "datasets/tests/features/test_video.py",
"repo_id": "datasets",
"token_count": 1312
} | 83 |
import shutil
import textwrap
import numpy as np
import pytest
from datasets import Audio, ClassLabel, Features, Value
from datasets.builder import InvalidConfigName
from datasets.data_files import DataFilesDict, DataFilesList, get_data_patterns
from datasets.download.streaming_download_manager import StreamingDownlo... | datasets/tests/packaged_modules/test_audiofolder.py/0 | {
"file_path": "datasets/tests/packaged_modules/test_audiofolder.py",
"repo_id": "datasets",
"token_count": 8842
} | 84 |
import copy
import os
from pathlib import Path
from typing import List
from unittest.mock import patch
import fsspec
import pytest
from fsspec.registry import _registry as _fsspec_registry
from fsspec.spec import AbstractFileSystem
from datasets.data_files import (
DataFilesDict,
DataFilesList,
DataFilesP... | datasets/tests/test_data_files.py/0 | {
"file_path": "datasets/tests/test_data_files.py",
"repo_id": "datasets",
"token_count": 12329
} | 85 |
import pytest
from datasets.exceptions import DatasetNotFoundError
from datasets.inspect import (
get_dataset_config_info,
get_dataset_config_names,
get_dataset_default_config_name,
get_dataset_infos,
get_dataset_split_names,
)
pytestmark = pytest.mark.integration
@pytest.mark.parametrize(
... | datasets/tests/test_inspect.py/0 | {
"file_path": "datasets/tests/test_inspect.py",
"repo_id": "datasets",
"token_count": 2077
} | 86 |
import asyncio
import importlib.metadata
import os
import re
import sys
import tempfile
import unittest
from contextlib import contextmanager
from copy import deepcopy
from distutils.util import strtobool
from enum import Enum
from importlib.util import find_spec
from pathlib import Path
from unittest.mock import patch... | datasets/tests/utils.py/0 | {
"file_path": "datasets/tests/utils.py",
"repo_id": "datasets",
"token_count": 6433
} | 87 |
cff-version: 1.2.0
title: 'Diffusers: State-of-the-art diffusion models'
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Patrick
family-names: von Platen
- given-names: Suraj
family-names: Patil
- given-names: Anton
fam... | diffusers/CITATION.cff/0 | {
"file_path": "diffusers/CITATION.cff",
"repo_id": "diffusers",
"token_count": 460
} | 88 |
import argparse
import sys
sys.path.append(".")
from base_classes import TextToImageBenchmark, TurboTextToImageBenchmark # noqa: E402
ALL_T2I_CKPTS = [
"Lykon/DreamShaper",
"segmind/SSD-1B",
"stabilityai/stable-diffusion-xl-base-1.0",
"kandinsky-community/kandinsky-2-2-decoder",
"warp-ai/wuerst... | diffusers/benchmarks/benchmark_text_to_image.py/0 | {
"file_path": "diffusers/benchmarks/benchmark_text_to_image.py",
"repo_id": "diffusers",
"token_count": 468
} | 89 |
# docstyle-ignore
INSTALL_CONTENT = """
# Diffusers installation
! pip install diffusers transformers datasets accelerate
# To install from source instead of the last release, comment the command above and uncomment the following one.
# ! pip install git+https://github.com/huggingface/diffusers.git
"""
notebook_first_... | diffusers/docs/source/_config.py/0 | {
"file_path": "diffusers/docs/source/_config.py",
"repo_id": "diffusers",
"token_count": 102
} | 90 |
<!--Copyright 2024 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/logging.md/0 | {
"file_path": "diffusers/docs/source/en/api/logging.md",
"repo_id": "diffusers",
"token_count": 1351
} | 91 |
<!--Copyright 2024 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/consisid_transformer3d.md/0 | {
"file_path": "diffusers/docs/source/en/api/models/consisid_transformer3d.md",
"repo_id": "diffusers",
"token_count": 379
} | 92 |
<!--Copyright 2024 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/dit.md/0 | {
"file_path": "diffusers/docs/source/en/api/pipelines/dit.md",
"repo_id": "diffusers",
"token_count": 528
} | 93 |
<!--Copyright 2024 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_audio.md/0 | {
"file_path": "diffusers/docs/source/en/api/pipelines/stable_audio.md",
"repo_id": "diffusers",
"token_count": 1437
} | 94 |
<!--Copyright 2024 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/stable_diffusion_xl.md/0 | {
"file_path": "diffusers/docs/source/en/api/pipelines/stable_diffusion/stable_diffusion_xl.md",
"repo_id": "diffusers",
"token_count": 1061
} | 95 |
<!--Copyright 2024 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/multistep_dpm_solver.md/0 | {
"file_path": "diffusers/docs/source/en/api/schedulers/multistep_dpm_solver.md",
"repo_id": "diffusers",
"token_count": 602
} | 96 |
<!--Copyright 2024 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/conceptual/ethical_guidelines.md/0 | {
"file_path": "diffusers/docs/source/en/conceptual/ethical_guidelines.md",
"repo_id": "diffusers",
"token_count": 1155
} | 97 |
# ParaAttention
<div class="flex justify-center">
<img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/para-attn/flux-performance.png">
</div>
<div class="flex justify-center">
<img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/d... | diffusers/docs/source/en/optimization/para_attn.md/0 | {
"file_path": "diffusers/docs/source/en/optimization/para_attn.md",
"repo_id": "diffusers",
"token_count": 6509
} | 98 |
<!--Copyright 2024 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
} | 99 |
<!--Copyright 2024 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": 6242
} | 100 |
<!--Copyright 2024 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/img2img.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/img2img.md",
"repo_id": "diffusers",
"token_count": 9691
} | 101 |
<!--Copyright 2024 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/scheduler_features.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/scheduler_features.md",
"repo_id": "diffusers",
"token_count": 4053
} | 102 |
<!--Copyright 2024 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/ja/quicktour.md/0 | {
"file_path": "diffusers/docs/source/ja/quicktour.md",
"repo_id": "diffusers",
"token_count": 7859
} | 103 |
<!--Copyright 2024 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/optimization/mps.md/0 | {
"file_path": "diffusers/docs/source/ko/optimization/mps.md",
"repo_id": "diffusers",
"token_count": 2538
} | 104 |
<!--Copyright 2024 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/overview.md/0 | {
"file_path": "diffusers/docs/source/ko/training/overview.md",
"repo_id": "diffusers",
"token_count": 4741
} | 105 |
<!--Copyright 2024 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/other-formats.md/0 | {
"file_path": "diffusers/docs/source/ko/using-diffusers/other-formats.md",
"repo_id": "diffusers",
"token_count": 6831
} | 106 |
<!--Copyright 2024 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/consisid.md/0 | {
"file_path": "diffusers/docs/source/zh/consisid.md",
"repo_id": "diffusers",
"token_count": 3518
} | 107 |
# LoRA finetuning example for CogVideoX
Low-Rank Adaption of Large Language Models was first introduced by Microsoft in [LoRA: Low-Rank Adaptation of Large Language Models](https://arxiv.org/abs/2106.09685) by *Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, Weizhu Chen*.
... | diffusers/examples/cogvideo/README.md/0 | {
"file_path": "diffusers/examples/cogvideo/README.md",
"repo_id": "diffusers",
"token_count": 4734
} | 108 |
# Copyright 2024 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/fresco_v2v.py/0 | {
"file_path": "diffusers/examples/community/fresco_v2v.py",
"repo_id": "diffusers",
"token_count": 53457
} | 109 |
## ----------------------------------------------------------
# A SDXL pipeline can take unlimited weighted prompt
#
# Author: Andrew Zhu
# GitHub: https://github.com/xhinker
# Medium: https://medium.com/@xhinker
## -----------------------------------------------------------
import inspect
import os
from typing import... | diffusers/examples/community/lpw_stable_diffusion_xl.py/0 | {
"file_path": "diffusers/examples/community/lpw_stable_diffusion_xl.py",
"repo_id": "diffusers",
"token_count": 48188
} | 110 |
# Copyright 2024 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_differential_img2img.py/0 | {
"file_path": "diffusers/examples/community/pipeline_stable_diffusion_xl_differential_img2img.py",
"repo_id": "diffusers",
"token_count": 33853
} | 111 |
# Inspired by: https://github.com/haofanwang/ControlNet-for-Diffusers/
import inspect
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import PIL.Image
import torch
import torch.nn.functional as F
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from di... | diffusers/examples/community/stable_diffusion_controlnet_inpaint.py/0 | {
"file_path": "diffusers/examples/community/stable_diffusion_controlnet_inpaint.py",
"repo_id": "diffusers",
"token_count": 23770
} | 112 |
import inspect
from typing import List, Optional, Tuple, Union
import torch
from torch.nn import functional as F
from transformers import CLIPTextModelWithProjection, CLIPTokenizer
from transformers.models.clip.modeling_clip import CLIPTextModelOutput
from diffusers import (
DiffusionPipeline,
ImagePipelineOu... | diffusers/examples/community/unclip_text_interpolation.py/0 | {
"file_path": "diffusers/examples/community/unclip_text_interpolation.py",
"repo_id": "diffusers",
"token_count": 10699
} | 113 |
# DreamBooth training example
[DreamBooth](https://arxiv.org/abs/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.py` script shows how to implement the training procedure and adapt it for stable diffusion.
## Running local... | diffusers/examples/dreambooth/README.md/0 | {
"file_path": "diffusers/examples/dreambooth/README.md",
"repo_id": "diffusers",
"token_count": 10149
} | 114 |
# coding=utf-8
# Copyright 2024 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_edm.py/0 | {
"file_path": "diffusers/examples/dreambooth/test_dreambooth_lora_edm.py",
"repo_id": "diffusers",
"token_count": 1864
} | 115 |
# Training Flux Control
This (experimental) example shows how to train Control LoRAs with [Flux](https://huggingface.co/black-forest-labs/FLUX.1-dev) by conditioning it with additional structural controls (like depth maps, poses, etc.). We provide a script for full fine-tuning, too, refer to [this section](#full-fine-... | diffusers/examples/flux-control/README.md/0 | {
"file_path": "diffusers/examples/flux-control/README.md",
"repo_id": "diffusers",
"token_count": 2716
} | 116 |
# 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/kandinsky2_2/text_to_image/train_text_to_image_lora_decoder.py/0 | {
"file_path": "diffusers/examples/kandinsky2_2/text_to_image/train_text_to_image_lora_decoder.py",
"repo_id": "diffusers",
"token_count": 14921
} | 117 |
import argparse
import math
import os
from pathlib import Path
import colossalai
import torch
import torch.nn.functional as F
import torch.utils.checkpoint
from colossalai.context.parallel_mode import ParallelMode
from colossalai.core import global_context as gpc
from colossalai.logging import disable_existing_loggers... | diffusers/examples/research_projects/colossalai/train_dreambooth_colossalai.py/0 | {
"file_path": "diffusers/examples/research_projects/colossalai/train_dreambooth_colossalai.py",
"repo_id": "diffusers",
"token_count": 11177
} | 118 |
import argparse
import math
import os
import random
from pathlib import Path
import numpy as np
import torch
import torch.nn.functional as F
import torch.utils.checkpoint
from accelerate import Accelerator
from accelerate.logging import get_logger
from accelerate.utils import ProjectConfiguration, set_seed
from huggin... | diffusers/examples/research_projects/dreambooth_inpaint/train_dreambooth_inpaint_lora.py/0 | {
"file_path": "diffusers/examples/research_projects/dreambooth_inpaint/train_dreambooth_inpaint_lora.py",
"repo_id": "diffusers",
"token_count": 14812
} | 119 |
#!/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/instructpix2pix_lora/train_instruct_pix2pix_lora.py/0 | {
"file_path": "diffusers/examples/research_projects/instructpix2pix_lora/train_instruct_pix2pix_lora.py",
"repo_id": "diffusers",
"token_count": 21329
} | 120 |
# Stable Diffusion text-to-image fine-tuning
This extended LoRA training script was authored by [haofanwang](https://github.com/haofanwang).
This is an experimental LoRA extension of [this example](https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/train_text_to_image_lora.py). We further support... | diffusers/examples/research_projects/lora/README.md/0 | {
"file_path": "diffusers/examples/research_projects/lora/README.md",
"repo_id": "diffusers",
"token_count": 1624
} | 121 |
# Stable Diffusion text-to-image fine-tuning
The `train_text_to_image.py` script shows how to fine-tune stable diffusion model on your own dataset.
___Note___:
___This script is experimental. The script fine-tunes the whole model and often times the model overfits and runs into issues like catastrophic forgetting. I... | diffusers/examples/research_projects/onnxruntime/text_to_image/README.md/0 | {
"file_path": "diffusers/examples/research_projects/onnxruntime/text_to_image/README.md",
"repo_id": "diffusers",
"token_count": 847
} | 122 |
# PromptDiffusion Pipeline
From the project [page](https://zhendong-wang.github.io/prompt-diffusion.github.io/)
"With a prompt consisting of a task-specific example pair of images and text guidance, and a new query image, Prompt Diffusion can comprehend the desired task and generate the corresponding output image on ... | diffusers/examples/research_projects/promptdiffusion/README.md/0 | {
"file_path": "diffusers/examples/research_projects/promptdiffusion/README.md",
"repo_id": "diffusers",
"token_count": 828
} | 123 |
# 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://arxiv.org/abs/2403.16728. (https://github.com/kabachuha/SPHL-for-stable-diffusion)
## Why this might be useful?
- If you suspect ... | 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": 217
} | 124 |
#!/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": 3616
} | 125 |
# coding=utf-8
# Copyright 2024 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
} | 126 |
#!/usr/bin/env python3
import argparse
import math
import os
from copy import deepcopy
import requests
import torch
from audio_diffusion.models import DiffusionAttnUnet1D
from diffusion import sampling
from torch import nn
from diffusers import DanceDiffusionPipeline, IPNDMScheduler, UNet1DModel
MODELS_MAP = {
... | diffusers/scripts/convert_dance_diffusion_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_dance_diffusion_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 4637
} | 127 |
import argparse
import tempfile
import torch
from accelerate import load_checkpoint_and_dispatch
from transformers import CLIPTextModelWithProjection, CLIPTokenizer
from diffusers import UnCLIPPipeline, UNet2DConditionModel, UNet2DModel
from diffusers.models.transformers.prior_transformer import PriorTransformer
from... | diffusers/scripts/convert_kakao_brain_unclip_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_kakao_brain_unclip_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 18242
} | 128 |
# 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_musicldm_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_original_musicldm_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 19562
} | 129 |
import argparse
import safetensors.torch
from diffusers import AutoencoderTiny
"""
Example - From the diffusers root directory:
Download the weights:
```sh
$ wget -q https://huggingface.co/madebyollin/taesd/resolve/main/taesd_encoder.safetensors
$ wget -q https://huggingface.co/madebyollin/taesd/resolve/main/taesd... | diffusers/scripts/convert_tiny_autoencoder_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_tiny_autoencoder_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 990
} | 130 |
# Copyright 2024 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/env.py/0 | {
"file_path": "diffusers/src/diffusers/commands/env.py",
"repo_id": "diffusers",
"token_count": 2858
} | 131 |
# Copyright 2024 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/ip_adapter.py/0 | {
"file_path": "diffusers/src/diffusers/loaders/ip_adapter.py",
"repo_id": "diffusers",
"token_count": 20892
} | 132 |
# coding=utf-8
# Copyright 2024 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/src/diffusers/models/activations.py/0 | {
"file_path": "diffusers/src/diffusers/models/activations.py",
"repo_id": "diffusers",
"token_count": 2590
} | 133 |
# Copyright 2024 Ollin Boer Bohan 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/models/autoencoders/autoencoder_tiny.py/0 | {
"file_path": "diffusers/src/diffusers/models/autoencoders/autoencoder_tiny.py",
"repo_id": "diffusers",
"token_count": 6567
} | 134 |
# Copyright 2024 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_union.py/0 | {
"file_path": "diffusers/src/diffusers/models/controlnets/controlnet_union.py",
"repo_id": "diffusers",
"token_count": 17876
} | 135 |
# Copyright 2024 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/resnet_flax.py/0 | {
"file_path": "diffusers/src/diffusers/models/resnet_flax.py",
"repo_id": "diffusers",
"token_count": 1884
} | 136 |
# Copyright 2024 The RhymesAI and The HuggingFace Team.
# All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless re... | diffusers/src/diffusers/models/transformers/transformer_allegro.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/transformer_allegro.py",
"repo_id": "diffusers",
"token_count": 7693
} | 137 |
# Copyright 2024 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_2d_blocks_flax.py/0 | {
"file_path": "diffusers/src/diffusers/models/unets/unet_2d_blocks_flax.py",
"repo_id": "diffusers",
"token_count": 6961
} | 138 |
from typing import TYPE_CHECKING
from ..utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_flax_available,
is_k_diffusion_available,
is_librosa_available,
is_note_seq_available,
is_onnx_available,
is_sentencepiece_avail... | diffusers/src/diffusers/pipelines/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/__init__.py",
"repo_id": "diffusers",
"token_count": 14317
} | 139 |
from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
is_torch_available,
is_transformers_available,
is_transformers_version,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and is... | diffusers/src/diffusers/pipelines/audioldm/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/audioldm/__init__.py",
"repo_id": "diffusers",
"token_count": 581
} | 140 |
from ...models.controlnets.multicontrolnet import MultiControlNetModel
from ...utils import deprecate, logging
logger = logging.get_logger(__name__)
class MultiControlNetModel(MultiControlNetModel):
def __init__(self, *args, **kwargs):
deprecation_message = "Importing `MultiControlNetModel` from `diffus... | diffusers/src/diffusers/pipelines/controlnet/multicontrolnet.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/controlnet/multicontrolnet.py",
"repo_id": "diffusers",
"token_count": 217
} | 141 |
# Copyright 2024 Stability AI, The HuggingFace Team and The AlimamaCreative 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/L... | diffusers/src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py",
"repo_id": "diffusers",
"token_count": 28514
} | 142 |
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_superresolution.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deepfloyd_if/pipeline_if_superresolution.py",
"repo_id": "diffusers",
"token_count": 18427
} | 143 |
# Copyright 2024 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/latent_diffusion_uncond/pipeline_latent_diffusion_uncond.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/latent_diffusion_uncond/pipeline_latent_diffusion_uncond.py",
"repo_id": "diffusers",
"token_count": 2148
} | 144 |
# Copyright 2024 TIME Authors and The HuggingFace Team. All rights reserved."
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requi... | diffusers/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_model_editing.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_model_editing.py",
"repo_id": "diffusers",
"token_count": 18367
} | 145 |
# Copyright 2024 The HunyuanVideo 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
#
# Un... | diffusers/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_skyreels_image2video.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_skyreels_image2video.py",
"repo_id": "diffusers",
"token_count": 16914
} | 146 |
# Copyright 2024 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_combined.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_combined.py",
"repo_id": "diffusers",
"token_count": 18875
} | 147 |
# Copyright 2024 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/tokenizer.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/kolors/tokenizer.py",
"repo_id": "diffusers",
"token_count": 5907
} | 148 |
# Copyright 2024 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/processor_omnigen.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/omnigen/processor_omnigen.py",
"repo_id": "diffusers",
"token_count": 6646
} | 149 |
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/sana/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/sana/__init__.py",
"repo_id": "diffusers",
"token_count": 508
} | 150 |
# Copyright 2024 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_cascade/pipeline_stable_cascade_combined.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_combined.py",
"repo_id": "diffusers",
"token_count": 7485
} | 151 |
# Copyright 2024 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_image_variation.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_image_variation.py",
"repo_id": "diffusers",
"token_count": 9438
} | 152 |
import inspect
import warnings
from typing import Callable, List, Optional, Union
import numpy as np
import torch
from packaging import version
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer, CLIPVisionModelWithProjection
from ...configuration_utils import FrozenDict
from ...image_processor... | diffusers/src/diffusers/pipelines/stable_diffusion_safe/pipeline_stable_diffusion_safe.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion_safe/pipeline_stable_diffusion_safe.py",
"repo_id": "diffusers",
"token_count": 17645
} | 153 |
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union
from ..base import DiffusersQuantizer
if TYPE_CHECKING:
from ...models.modeling_utils import ModelMixin
from ...utils import (
get_module_from_name,
is_accelerate_available,
is_accelerate_version,
is_gguf_available,
is_gguf_... | diffusers/src/diffusers/quantizers/gguf/gguf_quantizer.py/0 | {
"file_path": "diffusers/src/diffusers/quantizers/gguf/gguf_quantizer.py",
"repo_id": "diffusers",
"token_count": 2485
} | 154 |
# Copyright 2024 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": 5537
} | 155 |
# Copyright 2024 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
} | 156 |
# Copyright 2024 Shuchen Xue, etc. in University of Chinese Academy of Sciences 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
#
# htt... | diffusers/src/diffusers/schedulers/scheduling_sasolver.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_sasolver.py",
"repo_id": "diffusers",
"token_count": 26440
} | 157 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class FlaxControlNetModel(metaclass=DummyObject):
_backends = ["flax"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["flax"])
@classmethod
def from_c... | diffusers/src/diffusers/utils/dummy_flax_objects.py/0 | {
"file_path": "diffusers/src/diffusers/utils/dummy_flax_objects.py",
"repo_id": "diffusers",
"token_count": 2343
} | 158 |
import os
import tempfile
from typing import Any, Callable, List, Optional, Tuple, Union
from urllib.parse import unquote, urlparse
import PIL.Image
import PIL.ImageOps
import requests
from .import_utils import BACKENDS_MAPPING, is_imageio_available
def load_image(
image: Union[str, PIL.Image.Image], convert_me... | diffusers/src/diffusers/utils/loading_utils.py/0 | {
"file_path": "diffusers/src/diffusers/utils/loading_utils.py",
"repo_id": "diffusers",
"token_count": 2302
} | 159 |
# coding=utf-8
# Copyright 2024 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": 10834
} | 160 |
# coding=utf-8
# Copyright 2024 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_latte.py/0 | {
"file_path": "diffusers/tests/models/transformers/test_models_transformer_latte.py",
"repo_id": "diffusers",
"token_count": 1241
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# coding=utf-8
# Copyright 2024 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/unets/test_models_unet_motion.py/0 | {
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# Copyright 2024 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/consisid/test_consisid.py/0 | {
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# coding=utf-8
# Copyright 2024 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
#
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# coding=utf-8
# Copyright 2024 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
#
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# Copyright 2024 Marigold authors, PRS ETH Zurich. All rights reserved.
# Copyright 2024 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
#
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# coding=utf-8
# Copyright 2024 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
#
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# coding=utf-8
# Copyright 2024 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
#
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