text stringlengths 5 409k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 572 |
|---|---|---|---|
//load the candle SAM Model wasm module
import init, { Model } from "./build/m.js";
async function fetchArrayBuffer(url, cacheModel = true) {
if (!cacheModel)
return new Uint8Array(await (await fetch(url)).arrayBuffer());
const cacheName = "sam-candle-cache";
const cache = await caches.open(cacheName);
con... | candle/candle-wasm-examples/segment-anything/samWorker.js/0 | {
"file_path": "candle/candle-wasm-examples/segment-anything/samWorker.js",
"repo_id": "candle",
"token_count": 1747
} | 59 |
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<title>Welcome to Candle!</title>
<link data-trunk rel="copy-file" href="mel_filters.safetensors" />
<!-- samples -->
<link data-trunk rel="copy-dir" href="audios" />
<!-- tiny.en -->
<link data-trunk rel="copy-dir" href="whi... | candle/candle-wasm-examples/whisper/index.html/0 | {
"file_path": "candle/candle-wasm-examples/whisper/index.html",
"repo_id": "candle",
"token_count": 523
} | 60 |
<html>
<head>
<meta content="text/html;charset=utf-8" http-equiv="Content-Type" />
<title>Candle YOLOv8 Rust/WASM</title>
</head>
<body></body>
</html>
<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<style>
... | candle/candle-wasm-examples/yolo/lib-example.html/0 | {
"file_path": "candle/candle-wasm-examples/yolo/lib-example.html",
"repo_id": "candle",
"token_count": 9649
} | 61 |
use candle::quantized::{gguf_file, GgmlDType, QTensor};
use candle::{Device, Result};
use clap::{Parser, Subcommand, ValueEnum};
use rayon::prelude::*;
#[derive(ValueEnum, Debug, Clone)]
enum QuantizationMode {
/// The default quantization includes all 2d tensors, except the output tensor which always
/// uses... | candle/tensor-tools/src/main.rs/0 | {
"file_path": "candle/tensor-tools/src/main.rs",
"repo_id": "candle",
"token_count": 9444
} | 62 |
repos:
- repo: https://github.com/charliermarsh/ruff-pre-commit # https://github.com/charliermarsh/ruff#usage
rev: 'v0.3.0'
hooks:
# Run the linter.
- id: ruff
args: [ --fix ]
# Run the formatter.
- id: ruff-format
| datasets/.pre-commit-config.yaml/0 | {
"file_path": "datasets/.pre-commit-config.yaml",
"repo_id": "datasets",
"token_count": 122
} | 63 |
import json
import sys
def format_json_to_md(input_json_file, output_md_file):
with open(input_json_file, encoding="utf-8") as f:
results = json.load(f)
output_md = ["<details>", "<summary>Show updated benchmarks!</summary>", " "]
for benchmark_name in sorted(results):
benchmark_res = re... | datasets/benchmarks/format.py/0 | {
"file_path": "datasets/benchmarks/format.py",
"repo_id": "datasets",
"token_count": 746
} | 64 |
# Batch mapping
Combining the utility of [`Dataset.map`] with batch mode is very powerful. It allows you to speed up processing, and freely control the size of the generated dataset.
## Need for speed
The primary objective of batch mapping is to speed up processing. Often times, it is faster to work with batches of... | datasets/docs/source/about_map_batch.mdx/0 | {
"file_path": "datasets/docs/source/about_map_batch.mdx",
"repo_id": "datasets",
"token_count": 722
} | 65 |
# Create an image dataset
There are two methods for creating and sharing an image dataset. This guide will show you how to:
* Create an image dataset from local files in python with [`Dataset.push_to_hub`]. This is an easy way that requires only a few steps in python.
* Create an image dataset with `ImageFolder` and... | datasets/docs/source/image_dataset.mdx/0 | {
"file_path": "datasets/docs/source/image_dataset.mdx",
"repo_id": "datasets",
"token_count": 5695
} | 66 |
# Utilities
## Configure logging
🤗 Datasets strives to be transparent and explicit about how it works, but this can be quite verbose at times. We have included a series of logging methods which allow you to easily adjust the level of verbosity of the entire library. Currently the default verbosity of the library is ... | datasets/docs/source/package_reference/utilities.mdx/0 | {
"file_path": "datasets/docs/source/package_reference/utilities.mdx",
"repo_id": "datasets",
"token_count": 725
} | 67 |
# Use with PyArrow
This document is a quick introduction to using `datasets` with PyArrow, with a particular focus on how to process
datasets using Arrow compute functions, and how to convert a dataset to PyArrow or from PyArrow.
This is particularly useful as it allows fast zero-copy operations, since `datasets` use... | datasets/docs/source/use_with_pyarrow.mdx/0 | {
"file_path": "datasets/docs/source/use_with_pyarrow.mdx",
"repo_id": "datasets",
"token_count": 1257
} | 68 |
import os
import re
import shutil
from argparse import ArgumentParser, Namespace
from datasets.commands import BaseDatasetsCLICommand
from datasets.utils.logging import get_logger
HIGHLIGHT_MESSAGE_PRE = """<<<<<<< This should probably be modified because it mentions: """
HIGHLIGHT_MESSAGE_POST = """=======
>>>>>>>... | datasets/src/datasets/commands/convert.py/0 | {
"file_path": "datasets/src/datasets/commands/convert.py",
"repo_id": "datasets",
"token_count": 3811
} | 69 |
import os
from dataclasses import dataclass, field
from io import BytesIO
from typing import TYPE_CHECKING, Any, ClassVar, Dict, Optional, Union
import numpy as np
import pyarrow as pa
from .. import config
from ..download.download_config import DownloadConfig
from ..table import array_cast
from ..utils.file_utils im... | datasets/src/datasets/features/audio.py/0 | {
"file_path": "datasets/src/datasets/features/audio.py",
"repo_id": "datasets",
"token_count": 5332
} | 70 |
# 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/info.py/0 | {
"file_path": "datasets/src/datasets/info.py",
"repo_id": "datasets",
"token_count": 8419
} | 71 |
import itertools
from dataclasses import dataclass
from typing import Optional
import pyarrow as pa
import datasets
from datasets.features.features import require_storage_cast
from datasets.table import table_cast
logger = datasets.utils.logging.get_logger(__name__)
@dataclass
class XmlConfig(datasets.BuilderConf... | datasets/src/datasets/packaged_modules/xml/xml.py/0 | {
"file_path": "datasets/src/datasets/packaged_modules/xml/xml.py",
"repo_id": "datasets",
"token_count": 1167
} | 72 |
# deprecated, please use the `filelock` package instead
from filelock import ( # noqa: F401 # imported for backward compatibility TODO: remove in 3.0.0
BaseFileLock,
SoftFileLock,
Timeout,
UnixFileLock,
WindowsFileLock,
)
from ._filelock import FileLock # noqa: F401 # imported for backward compa... | datasets/src/datasets/utils/filelock.py/0 | {
"file_path": "datasets/src/datasets/utils/filelock.py",
"repo_id": "datasets",
"token_count": 115
} | 73 |
"""Utility helpers to handle progress bars in `datasets`.
Example:
1. Use `datasets.utils.tqdm` as you would use `tqdm.tqdm` or `tqdm.auto.tqdm`.
2. To disable progress bars, either use `disable_progress_bars()` helper or set the
environment variable `HF_DATASETS_DISABLE_PROGRESS_BARS` to 1.
3. To r... | datasets/src/datasets/utils/tqdm.py/0 | {
"file_path": "datasets/src/datasets/utils/tqdm.py",
"repo_id": "datasets",
"token_count": 1662
} | 74 |
import os
import time
import uuid
from contextlib import contextmanager
from typing import Optional
import pytest
import requests
from huggingface_hub.hf_api import HfApi, RepositoryNotFoundError
from huggingface_hub.utils import hf_raise_for_status
CI_HUB_USER = "__DUMMY_TRANSFORMERS_USER__"
CI_HUB_USER_FULL_NAME =... | datasets/tests/fixtures/hub.py/0 | {
"file_path": "datasets/tests/fixtures/hub.py",
"repo_id": "datasets",
"token_count": 2900
} | 75 |
import shutil
import textwrap
import numpy as np
import pytest
from datasets import ClassLabel, Features, Image, 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_imagefolder.py/0 | {
"file_path": "datasets/tests/packaged_modules/test_imagefolder.py",
"repo_id": "datasets",
"token_count": 8893
} | 76 |
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
} | 77 |
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
} | 78 |
include LICENSE
include src/diffusers/utils/model_card_template.md
| diffusers/MANIFEST.in/0 | {
"file_path": "diffusers/MANIFEST.in",
"repo_id": "diffusers",
"token_count": 20
} | 79 |
FROM ubuntu:20.04
LABEL maintainer="Hugging Face"
LABEL repository="diffusers"
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get -y update \
&& apt-get install -y software-properties-common \
&& add-apt-repository ppa:deadsnakes/ppa
RUN apt install -y bash \
build-essential \
... | diffusers/docker/diffusers-doc-builder/Dockerfile/0 | {
"file_path": "diffusers/docker/diffusers-doc-builder/Dockerfile",
"repo_id": "diffusers",
"token_count": 775
} | 80 |
<!--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/attnprocessor.md/0 | {
"file_path": "diffusers/docs/source/en/api/attnprocessor.md",
"repo_id": "diffusers",
"token_count": 1623
} | 81 |
<!--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/overview.md/0 | {
"file_path": "diffusers/docs/source/en/api/pipelines/overview.md",
"repo_id": "diffusers",
"token_count": 1935
} | 82 |
<!--Copyright 2024 The GLIGEN Authors and The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by a... | diffusers/docs/source/en/api/pipelines/stable_diffusion/gligen.md/0 | {
"file_path": "diffusers/docs/source/en/api/pipelines/stable_diffusion/gligen.md",
"repo_id": "diffusers",
"token_count": 1049
} | 83 |
# xDiT
[xDiT](https://github.com/xdit-project/xDiT) is an inference engine designed for the large scale parallel deployment of Diffusion Transformers (DiTs). xDiT provides a suite of efficient parallel approaches for Diffusion Models, as well as GPU kernel accelerations.
There are four parallel methods supported in x... | diffusers/docs/source/en/optimization/xdit.md/0 | {
"file_path": "diffusers/docs/source/en/optimization/xdit.md",
"repo_id": "diffusers",
"token_count": 1813
} | 84 |
<!--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/training/instructpix2pix.md/0 | {
"file_path": "diffusers/docs/source/en/training/instructpix2pix.md",
"repo_id": "diffusers",
"token_count": 4157
} | 85 |
<!--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/using_peft_for_inference.md/0 | {
"file_path": "diffusers/docs/source/en/tutorials/using_peft_for_inference.md",
"repo_id": "diffusers",
"token_count": 3502
} | 86 |
<!--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/ip_adapter.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/ip_adapter.md",
"repo_id": "diffusers",
"token_count": 12486
} | 87 |
<!--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/shap-e.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/shap-e.md",
"repo_id": "diffusers",
"token_count": 2540
} | 88 |
- sections:
- local: index
title: 🧨 Diffusers
- local: quicktour
title: "훑어보기"
- local: stable_diffusion
title: Stable Diffusion
- local: installation
title: 설치
title: 시작하기
- sections:
- local: tutorials/tutorial_overview
title: 개요
- local: using-diffusers/write_own_pipeline
title... | diffusers/docs/source/ko/_toctree.yml/0 | {
"file_path": "diffusers/docs/source/ko/_toctree.yml",
"repo_id": "diffusers",
"token_count": 3468
} | 89 |
<!--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/torch2.0.md/0 | {
"file_path": "diffusers/docs/source/ko/optimization/torch2.0.md",
"repo_id": "diffusers",
"token_count": 10806
} | 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 agree... | diffusers/docs/source/ko/tutorials/basic_training.md/0 | {
"file_path": "diffusers/docs/source/ko/tutorials/basic_training.md",
"repo_id": "diffusers",
"token_count": 11285
} | 91 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | diffusers/docs/source/ko/using-diffusers/shap-e.md/0 | {
"file_path": "diffusers/docs/source/ko/using-diffusers/shap-e.md",
"repo_id": "diffusers",
"token_count": 4198
} | 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/zh/stable_diffusion.md/0 | {
"file_path": "diffusers/docs/source/zh/stable_diffusion.md",
"repo_id": "diffusers",
"token_count": 6142
} | 93 |
"""
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": 9825
} | 94 |
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
} | 95 |
# Copyright 2024 HunyuanDiT Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | diffusers/examples/community/pipeline_hunyuandit_differential_img2img.py/0 | {
"file_path": "diffusers/examples/community/pipeline_hunyuandit_differential_img2img.py",
"repo_id": "diffusers",
"token_count": 24593
} | 96 |
# A diffuser version implementation of Zero1to3 (https://github.com/cvlab-columbia/zero123), ICCV 2023
# by Xin Kong
import inspect
from typing import Any, Callable, Dict, List, Optional, Union
import kornia
import numpy as np
import PIL.Image
import torch
from packaging import version
from transformers import CLIPIm... | diffusers/examples/community/pipeline_zero1to3.py/0 | {
"file_path": "diffusers/examples/community/pipeline_zero1to3.py",
"repo_id": "diffusers",
"token_count": 17991
} | 97 |
from typing import Any, Callable, Dict, List, Optional, Union
import PIL.Image
import torch
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from diffusers import (
AutoencoderKL,
DDIMScheduler,
DiffusionPipeline,
LMSDiscreteScheduler,
PNDMScheduler,
StableDiffusionImg... | diffusers/examples/community/stable_diffusion_mega.py/0 | {
"file_path": "diffusers/examples/community/stable_diffusion_mega.py",
"repo_id": "diffusers",
"token_count": 3877
} | 98 |
# DreamBooth training example for Stable Diffusion 3 (SD3)
[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_sd3.py` script shows how to implement the training procedure and adapt it for [... | diffusers/examples/dreambooth/README_sd3.md/0 | {
"file_path": "diffusers/examples/dreambooth/README_sd3.md",
"repo_id": "diffusers",
"token_count": 3204
} | 99 |
# 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_sd3.py/0 | {
"file_path": "diffusers/examples/dreambooth/test_dreambooth_lora_sd3.py",
"repo_id": "diffusers",
"token_count": 5605
} | 100 |
# Inference Examples
**The inference examples folder is deprecated and will be removed in a future version**.
**Officially supported inference examples can be found in the [Pipelines folder](https://github.com/huggingface/diffusers/blob/main/src/diffusers/pipelines)**.
- For `Image-to-Image text-guided generation wit... | diffusers/examples/inference/README.md/0 | {
"file_path": "diffusers/examples/inference/README.md",
"repo_id": "diffusers",
"token_count": 252
} | 101 |
# coding=utf-8
# Copyright 2025 suzukimain
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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 t... | diffusers/examples/model_search/pipeline_easy.py/0 | {
"file_path": "diffusers/examples/model_search/pipeline_easy.py",
"repo_id": "diffusers",
"token_count": 39434
} | 102 |
#!/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/controlnet/train_controlnet_webdataset.py/0 | {
"file_path": "diffusers/examples/research_projects/controlnet/train_controlnet_webdataset.py",
"repo_id": "diffusers",
"token_count": 26036
} | 103 |
compute_environment: LOCAL_MACHINE
debug: false
deepspeed_config:
gradient_accumulation_steps: 1
gradient_clipping: 1.0
offload_optimizer_device: cpu
offload_param_device: cpu
zero3_init_flag: false
zero_stage: 2
distributed_type: DEEPSPEED
downcast_bf16: 'no'
enable_cpu_affinity: false
machine_rank: 0
main... | diffusers/examples/research_projects/flux_lora_quantization/ds2.yaml/0 | {
"file_path": "diffusers/examples/research_projects/flux_lora_quantization/ds2.yaml",
"repo_id": "diffusers",
"token_count": 196
} | 104 |
# Generating images using Flux and PyTorch/XLA
The `flux_inference` script shows how to do image generation using Flux on TPU devices using PyTorch/XLA. It uses the pallas kernel for flash attention for faster generation.
It has been tested on [Trillium](https://cloud.google.com/blog/products/compute/introducing-tril... | diffusers/examples/research_projects/pytorch_xla/inference/flux/README.md/0 | {
"file_path": "diffusers/examples/research_projects/pytorch_xla/inference/flux/README.md",
"repo_id": "diffusers",
"token_count": 1997
} | 105 |
#!/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/scheduled_huber_loss_training/text_to_image/train_text_to_image.py/0 | {
"file_path": "diffusers/examples/research_projects/scheduled_huber_loss_training/text_to_image/train_text_to_image.py",
"repo_id": "diffusers",
"token_count": 21063
} | 106 |
import argparse
import logging
import math
import os
import random
from pathlib import Path
import jax
import jax.numpy as jnp
import numpy as np
import optax
import PIL
import torch
import torch.utils.checkpoint
import transformers
from flax import jax_utils
from flax.training import train_state
from flax.training.co... | diffusers/examples/textual_inversion/textual_inversion_flax.py/0 | {
"file_path": "diffusers/examples/textual_inversion/textual_inversion_flax.py",
"repo_id": "diffusers",
"token_count": 11076
} | 107 |
import argparse
import os
import torch
from huggingface_hub import create_repo, upload_folder
from safetensors.torch import load_file, save_file
def convert_motion_module(original_state_dict):
converted_state_dict = {}
for k, v in original_state_dict.items():
if "pos_encoder" in k:
contin... | diffusers/scripts/convert_animatediff_motion_lora_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_animatediff_motion_lora_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 931
} | 108 |
# 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_sdxl.py/0 | {
"file_path": "diffusers/scripts/convert_diffusers_to_original_sdxl.py",
"repo_id": "diffusers",
"token_count": 6297
} | 109 |
# coding=utf-8
# Copyright 2024, Haofan Wang, Qixun Wang, 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/scripts/convert_lora_safetensor_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_lora_safetensor_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 2130
} | 110 |
import argparse
import os
import torch
from transformers import T5EncoderModel, T5Tokenizer
from diffusers import AutoencoderKL, DPMSolverMultistepScheduler, PixArtSigmaPipeline, Transformer2DModel
ckpt_id = "PixArt-alpha"
# https://github.com/PixArt-alpha/PixArt-sigma/blob/dd087141864e30ec44f12cb7448dd654be065e88/... | diffusers/scripts/convert_pixart_sigma_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_pixart_sigma_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 4764
} | 111 |
import argparse
import io
import requests
import torch
import yaml
from diffusers import AutoencoderKL
from diffusers.pipelines.stable_diffusion.convert_from_ckpt import (
assign_to_checkpoint,
conv_attn_to_linear,
create_vae_diffusers_config,
renew_vae_attention_paths,
renew_vae_resnet_paths,
)
... | diffusers/scripts/convert_vae_pt_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_vae_pt_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 3153
} | 112 |
# THIS FILE HAS BEEN AUTOGENERATED. To update:
# 1. modify the `_deps` dict in setup.py
# 2. run `make deps_table_update`
deps = {
"Pillow": "Pillow",
"accelerate": "accelerate>=0.31.0",
"compel": "compel==0.1.8",
"datasets": "datasets",
"filelock": "filelock",
"flax": "flax>=0.4.1",
"hf-doc... | diffusers/src/diffusers/dependency_versions_table.py/0 | {
"file_path": "diffusers/src/diffusers/dependency_versions_table.py",
"repo_id": "diffusers",
"token_count": 825
} | 113 |
# 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/loaders/peft.py/0 | {
"file_path": "diffusers/src/diffusers/loaders/peft.py",
"repo_id": "diffusers",
"token_count": 14874
} | 114 |
# 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/attention_processor.py/0 | {
"file_path": "diffusers/src/diffusers/models/attention_processor.py",
"repo_id": "diffusers",
"token_count": 121877
} | 115 |
# 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/cache_utils.py/0 | {
"file_path": "diffusers/src/diffusers/models/cache_utils.py",
"repo_id": "diffusers",
"token_count": 1197
} | 116 |
# 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/downsampling.py/0 | {
"file_path": "diffusers/src/diffusers/models/downsampling.py",
"repo_id": "diffusers",
"token_count": 7040
} | 117 |
# Copyright 2024 ConsisID 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 ... | diffusers/src/diffusers/models/transformers/consisid_transformer_3d.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/consisid_transformer_3d.py",
"repo_id": "diffusers",
"token_count": 15854
} | 118 |
# Copyright 2024 The Hunyuan 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/models/transformers/transformer_hunyuan_video.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/transformer_hunyuan_video.py",
"repo_id": "diffusers",
"token_count": 14518
} | 119 |
# Copyright 2024 Alibaba DAMO-VILAB and The HuggingFace Team. All rights reserved.
# Copyright 2024 The ModelScope 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.apa... | diffusers/src/diffusers/models/unets/unet_3d_condition.py/0 | {
"file_path": "diffusers/src/diffusers/models/unets/unet_3d_condition.py",
"repo_id": "diffusers",
"token_count": 14949
} | 120 |
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/amused/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/amused/__init__.py",
"repo_id": "diffusers",
"token_count": 796
} | 121 |
# Copyright 2024 CVSSP, ByteDance 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/pipelines/audioldm2/pipeline_audioldm2.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/audioldm2/pipeline_audioldm2.py",
"repo_id": "diffusers",
"token_count": 24187
} | 122 |
# Copyright 2024 The CogVideoX team, Tsinghua University & ZhipuAI and The HuggingFace Team.
# All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.o... | diffusers/src/diffusers/pipelines/cogview3/pipeline_cogview3plus.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/cogview3/pipeline_cogview3plus.py",
"repo_id": "diffusers",
"token_count": 14787
} | 123 |
# 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/controlnet/pipeline_controlnet_inpaint.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint.py",
"repo_id": "diffusers",
"token_count": 33959
} | 124 |
from typing import TYPE_CHECKING
from ...utils import DIFFUSERS_SLOW_IMPORT, _LazyModule
_import_structure = {"pipeline_dance_diffusion": ["DanceDiffusionPipeline"]}
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
from .pipeline_dance_diffusion import DanceDiffusionPipeline
else:
import sys
sys.modules[__na... | diffusers/src/diffusers/pipelines/dance_diffusion/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/dance_diffusion/__init__.py",
"repo_id": "diffusers",
"token_count": 189
} | 125 |
from typing import List
import PIL.Image
import torch
from PIL import Image
from ...configuration_utils import ConfigMixin
from ...models.modeling_utils import ModelMixin
from ...utils import PIL_INTERPOLATION
class IFWatermarker(ModelMixin, ConfigMixin):
def __init__(self):
super().__init__()
... | diffusers/src/diffusers/pipelines/deepfloyd_if/watermark.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deepfloyd_if/watermark.py",
"repo_id": "diffusers",
"token_count": 737
} | 126 |
# Copyright 2024 ETH Zurich Computer Vision Lab and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2... | diffusers/src/diffusers/pipelines/deprecated/repaint/pipeline_repaint.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/repaint/pipeline_repaint.py",
"repo_id": "diffusers",
"token_count": 4213
} | 127 |
# 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/stochastic_karras_ve/pipeline_stochastic_karras_ve.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/stochastic_karras_ve/pipeline_stochastic_karras_ve.py",
"repo_id": "diffusers",
"token_count": 2264
} | 128 |
# Copyright 2024 HunyuanDiT Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | diffusers/src/diffusers/pipelines/hunyuandit/pipeline_hunyuandit.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/hunyuandit/pipeline_hunyuandit.py",
"repo_id": "diffusers",
"token_count": 19408
} | 129 |
# 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_inpainting.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_inpainting.py",
"repo_id": "diffusers",
"token_count": 11161
} | 130 |
# Copyright 2024 Alpha-VLLM and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | diffusers/src/diffusers/pipelines/lumina2/pipeline_lumina2.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/lumina2/pipeline_lumina2.py",
"repo_id": "diffusers",
"token_count": 16353
} | 131 |
from dataclasses import dataclass
from typing import List, Optional, Union
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class SemanticStableDiffusionPipelineOutput(BaseOutput):
"""
Output class for Stable Diffusion pipelines.
Args:
images (`List[PIL.Image.Image... | diffusers/src/diffusers/pipelines/semantic_stable_diffusion/pipeline_output.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/semantic_stable_diffusion/pipeline_output.py",
"repo_id": "diffusers",
"token_count": 306
} | 132 |
# 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_latent_upscale.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_latent_upscale.py",
"repo_id": "diffusers",
"token_count": 13951
} | 133 |
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
} | 134 |
# Copyright (c) 2023 Dominic Rampas MIT License
# 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/licen... | diffusers/src/diffusers/pipelines/wuerstchen/modeling_wuerstchen_prior.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/wuerstchen/modeling_wuerstchen_prior.py",
"repo_id": "diffusers",
"token_count": 3158
} | 135 |
# 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": 5406
} | 136 |
# Copyright 2024 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": 5292
} | 137 |
# Copyright 2024 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
} | 138 |
# Copyright 2024 Kakao 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 requi... | diffusers/src/diffusers/schedulers/scheduling_unclip.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_unclip.py",
"repo_id": "diffusers",
"token_count": 6288
} | 139 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class AudioDiffusionPipeline(metaclass=DummyObject):
_backends = ["torch", "librosa"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["torch", "librosa"])
... | diffusers/src/diffusers/utils/dummy_torch_and_librosa_objects.py/0 | {
"file_path": "diffusers/src/diffusers/utils/dummy_torch_and_librosa_objects.py",
"repo_id": "diffusers",
"token_count": 397
} | 140 |
# 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/utils/peft_utils.py/0 | {
"file_path": "diffusers/src/diffusers/utils/peft_utils.py",
"repo_id": "diffusers",
"token_count": 4687
} | 141 |
# 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 agreed to in writ... | diffusers/tests/lora/test_lora_layers_cogvideox.py/0 | {
"file_path": "diffusers/tests/lora/test_lora_layers_cogvideox.py",
"repo_id": "diffusers",
"token_count": 2352
} | 142 |
# 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/autoencoders/test_models_autoencoder_kl.py/0 | {
"file_path": "diffusers/tests/models/autoencoders/test_models_autoencoder_kl.py",
"repo_id": "diffusers",
"token_count": 8226
} | 143 |
# 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_dit_transformer2d.py/0 | {
"file_path": "diffusers/tests/models/transformers/test_models_dit_transformer2d.py",
"repo_id": "diffusers",
"token_count": 1438
} | 144 |
# 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_mochi.py/0 | {
"file_path": "diffusers/tests/models/transformers/test_models_transformer_mochi.py",
"repo_id": "diffusers",
"token_count": 1188
} | 145 |
# 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/tests/others/test_check_copies.py/0 | {
"file_path": "diffusers/tests/others/test_check_copies.py",
"repo_id": "diffusers",
"token_count": 2028
} | 146 |
# 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/pipelines/amused/test_amused.py/0 | {
"file_path": "diffusers/tests/pipelines/amused/test_amused.py",
"repo_id": "diffusers",
"token_count": 3118
} | 147 |
# 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/pipelines/controlnet/test_controlnet.py/0 | {
"file_path": "diffusers/tests/pipelines/controlnet/test_controlnet.py",
"repo_id": "diffusers",
"token_count": 19796
} | 148 |
# coding=utf-8
# Copyright 2024 HuggingFace Inc and The InstantX 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 b... | diffusers/tests/pipelines/controlnet_sd3/test_controlnet_sd3.py/0 | {
"file_path": "diffusers/tests/pipelines/controlnet_sd3/test_controlnet_sd3.py",
"repo_id": "diffusers",
"token_count": 6315
} | 149 |
# 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/pipelines/deepfloyd_if/test_if_superresolution.py/0 | {
"file_path": "diffusers/tests/pipelines/deepfloyd_if/test_if_superresolution.py",
"repo_id": "diffusers",
"token_count": 2267
} | 150 |
# 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/pipelines/hunyuandit/test_hunyuan_dit.py/0 | {
"file_path": "diffusers/tests/pipelines/hunyuandit/test_hunyuan_dit.py",
"repo_id": "diffusers",
"token_count": 5754
} | 151 |
# 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/pipelines/kandinsky2_2/test_kandinsky_inpaint.py/0 | {
"file_path": "diffusers/tests/pipelines/kandinsky2_2/test_kandinsky_inpaint.py",
"repo_id": "diffusers",
"token_count": 5553
} | 152 |
# coding=utf-8
# Copyright 2024 Latte Team and 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 appli... | diffusers/tests/pipelines/latte/test_latte.py/0 | {
"file_path": "diffusers/tests/pipelines/latte/test_latte.py",
"repo_id": "diffusers",
"token_count": 5094
} | 153 |
import gc
import inspect
import random
import unittest
import numpy as np
import torch
from transformers import AutoTokenizer, CLIPTextConfig, CLIPTextModelWithProjection, CLIPTokenizer, T5EncoderModel
from diffusers import (
AutoencoderKL,
AutoPipelineForImage2Image,
FlowMatchEulerDiscreteScheduler,
... | diffusers/tests/pipelines/pag/test_pag_sd3_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/pag/test_pag_sd3_img2img.py",
"repo_id": "diffusers",
"token_count": 4732
} | 154 |
# 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/pipelines/pndm/test_pndm.py/0 | {
"file_path": "diffusers/tests/pipelines/pndm/test_pndm.py",
"repo_id": "diffusers",
"token_count": 1314
} | 155 |
# 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/pipelines/stable_diffusion/test_onnx_stable_diffusion_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion/test_onnx_stable_diffusion_img2img.py",
"repo_id": "diffusers",
"token_count": 4278
} | 156 |
# 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/pipelines/stable_diffusion_2/test_stable_diffusion_upscale.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion_2/test_stable_diffusion_upscale.py",
"repo_id": "diffusers",
"token_count": 8448
} | 157 |
import gc
import unittest
import torch
from transformers import CLIPTextConfig, CLIPTextModel, CLIPTextModelWithProjection, CLIPTokenizer
from diffusers import (
AutoencoderKL,
DDIMScheduler,
DDPMScheduler,
PriorTransformer,
StableUnCLIPPipeline,
UNet2DConditionModel,
)
from diffusers.pipeline... | diffusers/tests/pipelines/stable_unclip/test_stable_unclip.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_unclip/test_stable_unclip.py",
"repo_id": "diffusers",
"token_count": 4086
} | 158 |
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