text stringlengths 96 319k | id stringlengths 14 178 | metadata dict |
|---|---|---|
import { assert, it, describe, afterEach, vi, expect } from "vitest";
import type { Cookies } from "@sveltejs/kit";
import { collections } from "$lib/server/database";
import { updateUser } from "./updateUser";
import { ObjectId } from "mongodb";
import { DEFAULT_SETTINGS } from "$lib/types/Settings";
import { defaultM... | chat-ui/src/routes/login/callback/updateUser.spec.ts/0 | {
"file_path": "chat-ui/src/routes/login/callback/updateUser.spec.ts",
"repo_id": "chat-ui",
"token_count": 1408
} |
<script lang="ts">
import { enhance } from "$app/forms";
import { base } from "$app/paths";
import { page } from "$app/state";
import { goto } from "$app/navigation";
import { env as envPublic } from "$env/dynamic/public";
import { useSettingsStore } from "$lib/stores/settings";
import type { PageData } from "./... | chat-ui/src/routes/settings/(nav)/assistants/[assistantId]/+page.svelte/0 | {
"file_path": "chat-ui/src/routes/settings/(nav)/assistants/[assistantId]/+page.svelte",
"repo_id": "chat-ui",
"token_count": 5426
} |
import { base } from "$app/paths";
import { collections } from "$lib/server/database.js";
import { toolFromConfigs } from "$lib/server/tools/index.js";
import { ReviewStatus } from "$lib/types/Review.js";
import { redirect } from "@sveltejs/kit";
import { ObjectId } from "mongodb";
export const load = async ({ params,... | chat-ui/src/routes/tools/[toolId]/+layout.server.ts/0 | {
"file_path": "chat-ui/src/routes/tools/[toolId]/+layout.server.ts",
"repo_id": "chat-ui",
"token_count": 450
} |
<svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" fill="none">
<path
fill="#FFD21E"
d="M4 15.55C4 9.72 8.72 5 14.55 5h4.11a9.34 9.34 0 1 1 0 18.68H7.58l-2.89 2.8a.41.41 0 0 1-.69-.3V15.55Z"
/>
<path
fill="#32343D"
d="M19.63 12.48c.37.14.52.9.9.7.71-.38.98-1.27.6-1.98a1.46 1.46 0 0 0-1.98-.61 1.4... | chat-ui/static/huggingchat/logo.svg/0 | {
"file_path": "chat-ui/static/huggingchat/logo.svg",
"repo_id": "chat-ui",
"token_count": 523
} |
<p align="center">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://huggingface.co/datasets/huggingface/documentation-images/raw/main/datasets-logo-dark.svg">
<source media="(prefers-color-scheme: light)" srcset="https://huggingface.co/datasets/huggingface/documentation-images/raw/main/d... | datasets/README.md/0 | {
"file_path": "datasets/README.md",
"repo_id": "datasets",
"token_count": 3918
} |
# docstyle-ignore
INSTALL_CONTENT = """
# Datasets installation
! pip install datasets transformers
# 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/datasets.git
"""
notebook_first_cells = [{"type": "code... | datasets/docs/source/_config.py/0 | {
"file_path": "datasets/docs/source/_config.py",
"repo_id": "datasets",
"token_count": 118
} |
# Load text data
This guide shows you how to load text datasets. To learn how to load any type of dataset, take a look at the <a class="underline decoration-sky-400 decoration-2 font-semibold" href="./loading">general loading guide</a>.
Text files are one of the most common file types for storing a dataset. By defaul... | datasets/docs/source/nlp_load.mdx/0 | {
"file_path": "datasets/docs/source/nlp_load.mdx",
"repo_id": "datasets",
"token_count": 613
} |
# 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/__init__.py/0 | {
"file_path": "datasets/src/datasets/__init__.py",
"repo_id": "datasets",
"token_count": 513
} |
from typing import TypeVar
from .arrow_dataset import Dataset, _split_by_node_map_style_dataset
from .iterable_dataset import IterableDataset, _split_by_node_iterable_dataset
DatasetType = TypeVar("DatasetType", Dataset, IterableDataset)
def split_dataset_by_node(dataset: DatasetType, rank: int, world_size: int) -... | datasets/src/datasets/distributed.py/0 | {
"file_path": "datasets/src/datasets/distributed.py",
"repo_id": "datasets",
"token_count": 582
} |
# 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/formatting.py/0 | {
"file_path": "datasets/src/datasets/formatting/formatting.py",
"repo_id": "datasets",
"token_count": 11243
} |
import multiprocessing
from typing import TYPE_CHECKING, Optional, Union
from .. import Dataset, Features, config
from ..formatting import query_table
from ..packaged_modules.sql.sql import Sql
from ..utils import tqdm as hf_tqdm
from .abc import AbstractDatasetInputStream
if TYPE_CHECKING:
import sqlite3
i... | datasets/src/datasets/io/sql.py/0 | {
"file_path": "datasets/src/datasets/io/sql.py",
"repo_id": "datasets",
"token_count": 2007
} |
import collections
import itertools
import os
from dataclasses import dataclass
from typing import List, Optional, Tuple, Type
import pandas as pd
import pyarrow as pa
import pyarrow.json as paj
import datasets
from datasets.features.features import FeatureType
logger = datasets.utils.logging.get_logger(__name__)
... | datasets/src/datasets/packaged_modules/folder_based_builder/folder_based_builder.py/0 | {
"file_path": "datasets/src/datasets/packaged_modules/folder_based_builder/folder_based_builder.py",
"repo_id": "datasets",
"token_count": 11915
} |
import itertools
from dataclasses import dataclass
from io import StringIO
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 TextCo... | datasets/src/datasets/packaged_modules/text/text.py/0 | {
"file_path": "datasets/src/datasets/packaged_modules/text/text.py",
"repo_id": "datasets",
"token_count": 2703
} |
# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | datasets/src/datasets/utils/_dill.py/0 | {
"file_path": "datasets/src/datasets/utils/_dill.py",
"repo_id": "datasets",
"token_count": 8494
} |
{
"code": "Programming language (C++, Java, Javascript, Python, etc.)",
"aa": "Afar",
"aaa": "Ghotuo",
"aab": "Alumu-Tesu",
"aac": "Ari",
"aad": "Amal",
"aae": "Arbëreshë Albanian",
"aaf": "Aranadan",
"aag": "Ambrak",
"aah": "Abu' Arapesh",
"aai": "Arifama-Miniafia",
"aak... | datasets/src/datasets/utils/resources/languages.json/0 | {
"file_path": "datasets/src/datasets/utils/resources/languages.json",
"repo_id": "datasets",
"token_count": 111198
} |
# ruff: noqa: F401
# This is the module that test_patching.py uses to test patch_submodule()
import os
import os as renamed_os
from os import path
from os import path as renamed_path
from os.path import join
from os.path import join as renamed_join
open = open # we just need to have a builtin inside this module to t... | datasets/tests/_test_patching.py/0 | {
"file_path": "datasets/tests/_test_patching.py",
"repo_id": "datasets",
"token_count": 95
} |
import os
import tarfile
import pyarrow as pa
import pytest
from datasets import Dataset, concatenate_datasets, load_dataset
from datasets.features import Audio, Features, Sequence, Value
from ..utils import (
require_librosa,
require_sndfile,
)
@pytest.fixture()
def tar_wav_path(shared_datadir, tmp_path_f... | datasets/tests/features/test_audio.py/0 | {
"file_path": "datasets/tests/features/test_audio.py",
"repo_id": "datasets",
"token_count": 11701
} |
import pytest
from datasets import Dataset, DatasetDict, Features, NamedSplit, Value
from datasets.io.text import TextDatasetReader
from ..utils import assert_arrow_memory_doesnt_increase, assert_arrow_memory_increases
def _check_text_dataset(dataset, expected_features):
assert isinstance(dataset, Dataset)
... | datasets/tests/io/test_text.py/0 | {
"file_path": "datasets/tests/io/test_text.py",
"repo_id": "datasets",
"token_count": 1833
} |
import os
import tempfile
from pathlib import Path
from unittest import TestCase
import pyarrow as pa
import pytest
from datasets.arrow_dataset import Dataset
from datasets.arrow_reader import ArrowReader, BaseReader, FileInstructions, ReadInstruction, make_file_instructions
from datasets.info import DatasetInfo
from... | datasets/tests/test_arrow_reader.py/0 | {
"file_path": "datasets/tests/test_arrow_reader.py",
"repo_id": "datasets",
"token_count": 5688
} |
from textwrap import dedent
from types import SimpleNamespace
from unittest.mock import patch
from urllib.parse import quote
import pytest
from huggingface_hub import CommitOperationAdd, CommitOperationDelete
from packaging import version
import datasets
from datasets.config import METADATA_CONFIGS_FIELD, PYARROW_VER... | datasets/tests/test_hub.py/0 | {
"file_path": "datasets/tests/test_hub.py",
"repo_id": "datasets",
"token_count": 3742
} |
import unittest
from unittest.mock import patch
import pytest
from pytest import CaptureFixture
from datasets.utils import (
are_progress_bars_disabled,
disable_progress_bars,
enable_progress_bars,
tqdm,
)
class TestTqdmUtils(unittest.TestCase):
@pytest.fixture(autouse=True)
def capsys(self,... | datasets/tests/test_tqdm.py/0 | {
"file_path": "datasets/tests/test_tqdm.py",
"repo_id": "datasets",
"token_count": 1804
} |
import argparse
import sys
sys.path.append(".")
from base_classes import T2IAdapterBenchmark, T2IAdapterSDXLBenchmark # noqa: E402
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument(
"--ckpt",
type=str,
default="TencentARC/t2iadapter_canny_sd14v1",
... | diffusers/benchmarks/benchmark_t2i_adapter.py/0 | {
"file_path": "diffusers/benchmarks/benchmark_t2i_adapter.py",
"repo_id": "diffusers",
"token_count": 393
} |
<!---
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... | diffusers/docs/README.md/0 | {
"file_path": "diffusers/docs/README.md",
"repo_id": "diffusers",
"token_count": 3142
} |
<!--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/loaders/transformer_sd3.md/0 | {
"file_path": "diffusers/docs/source/en/api/loaders/transformer_sd3.md",
"repo_id": "diffusers",
"token_count": 379
} |
<!-- 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/en/api/models/mochi_transformer3d.md/0 | {
"file_path": "diffusers/docs/source/en/api/models/mochi_transformer3d.md",
"repo_id": "diffusers",
"token_count": 340
} |
<!--Copyright 2024 The HuggingFace Team, The Black Forest 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/control_flux_inpaint.md/0 | {
"file_path": "diffusers/docs/source/en/api/pipelines/control_flux_inpaint.md",
"repo_id": "diffusers",
"token_count": 1298
} |
<!--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
} |
<!--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
} |
# 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
} |
<!--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
} |
<!--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": 3467
} |
<!--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
} |
<!--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/stable_diffusion_jax_how_to.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/stable_diffusion_jax_how_to.md",
"repo_id": "diffusers",
"token_count": 3095
} |
<!--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/api/pipelines/stable_diffusion/stable_diffusion_xl.md/0 | {
"file_path": "diffusers/docs/source/ko/api/pipelines/stable_diffusion/stable_diffusion_xl.md",
"repo_id": "diffusers",
"token_count": 10962
} |
<!--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/xformers.md/0 | {
"file_path": "diffusers/docs/source/ko/optimization/xformers.md",
"repo_id": "diffusers",
"token_count": 1049
} |
<!--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/tutorials/tutorial_overview.md/0 | {
"file_path": "diffusers/docs/source/ko/tutorials/tutorial_overview.md",
"repo_id": "diffusers",
"token_count": 1209
} |
<!--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/stable_diffusion_jax_how_to.md/0 | {
"file_path": "diffusers/docs/source/ko/using-diffusers/stable_diffusion_jax_how_to.md",
"repo_id": "diffusers",
"token_count": 8474
} |
# Community Scripts
**Community scripts** consist of inference examples using Diffusers pipelines that have been added by the community.
Please have a look at the following table to get an overview of all community examples. Click on the **Code Example** to get a copy-and-paste code example that you can try out.
If a ... | diffusers/examples/community/README_community_scripts.md/0 | {
"file_path": "diffusers/examples/community/README_community_scripts.md",
"repo_id": "diffusers",
"token_count": 9428
} |
import inspect
from typing import Callable, List, Optional, Tuple, Union
import numpy as np
import PIL.Image
import torch
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from diffusers import DiffusionPipeline
from diffusers.configuration_utils import FrozenDict
from diffusers.models import ... | diffusers/examples/community/img2img_inpainting.py/0 | {
"file_path": "diffusers/examples/community/img2img_inpainting.py",
"repo_id": "diffusers",
"token_count": 9669
} |
# 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/matryoshka.py/0 | {
"file_path": "diffusers/examples/community/matryoshka.py",
"repo_id": "diffusers",
"token_count": 100492
} |
import inspect
import os
import numpy as np
import torch
import torch.nn.functional as nnf
from PIL import Image
from torch.optim.adam import Adam
from tqdm import tqdm
from diffusers import StableDiffusionPipeline
from diffusers.pipelines.stable_diffusion import StableDiffusionPipelineOutput
def retrieve_timesteps... | diffusers/examples/community/pipeline_null_text_inversion.py/0 | {
"file_path": "diffusers/examples/community/pipeline_null_text_inversion.py",
"repo_id": "diffusers",
"token_count": 5423
} |
# 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/rerender_a_video.py/0 | {
"file_path": "diffusers/examples/community/rerender_a_video.py",
"repo_id": "diffusers",
"token_count": 27315
} |
# 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/stable_diffusion_repaint.py/0 | {
"file_path": "diffusers/examples/community/stable_diffusion_repaint.py",
"repo_id": "diffusers",
"token_count": 19673
} |
# 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/consistency_distillation/test_lcm_lora.py/0 | {
"file_path": "diffusers/examples/consistency_distillation/test_lcm_lora.py",
"repo_id": "diffusers",
"token_count": 2105
} |
# Research projects
This folder contains various research projects using 🧨 Diffusers.
They are not really maintained by the core maintainers of this library and often require a specific version of Diffusers that is indicated in the requirements file of each folder.
Updating them to the most recent version of the libr... | diffusers/examples/research_projects/README.md/0 | {
"file_path": "diffusers/examples/research_projects/README.md",
"repo_id": "diffusers",
"token_count": 144
} |
import os
import random
import torch
import torchvision.transforms as transforms
from PIL import Image
def recalculate_box_and_verify_if_valid(x, y, w, h, image_size, original_image_size, min_box_size):
scale = image_size / min(original_image_size)
crop_y = (original_image_size[1] * scale - image_size) // 2
... | diffusers/examples/research_projects/gligen/dataset.py/0 | {
"file_path": "diffusers/examples/research_projects/gligen/dataset.py",
"repo_id": "diffusers",
"token_count": 1897
} |
import argparse
import itertools
import math
import os
import random
from pathlib import Path
from typing import Iterable
import numpy as np
import PIL
import torch
import torch.nn.functional as F
import torch.utils.checkpoint
from accelerate import Accelerator
from accelerate.utils import ProjectConfiguration, set_se... | diffusers/examples/research_projects/intel_opts/textual_inversion_dfq/textual_inversion.py/0 | {
"file_path": "diffusers/examples/research_projects/intel_opts/textual_inversion_dfq/textual_inversion.py",
"repo_id": "diffusers",
"token_count": 18301
} |
## [Deprecated] Multi Token Textual Inversion
**IMPORTART: This research project is deprecated. Multi Token Textual Inversion is now supported natively in [the official textual inversion example](https://github.com/huggingface/diffusers/tree/main/examples/textual_inversion#running-locally-with-pytorch).**
The author ... | diffusers/examples/research_projects/multi_token_textual_inversion/README.md/0 | {
"file_path": "diffusers/examples/research_projects/multi_token_textual_inversion/README.md",
"repo_id": "diffusers",
"token_count": 1854
} |
#!/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/sd3_lora_colab/compute_embeddings.py/0 | {
"file_path": "diffusers/examples/research_projects/sd3_lora_colab/compute_embeddings.py",
"repo_id": "diffusers",
"token_count": 1605
} |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LI... | diffusers/examples/text_to_image/train_text_to_image_flax.py/0 | {
"file_path": "diffusers/examples/text_to_image/train_text_to_image_flax.py",
"repo_id": "diffusers",
"token_count": 10030
} |
"""
This script requires you to build `LAVIS` from source, since the pip version doesn't have BLIP Diffusion. Follow instructions here: https://github.com/salesforce/LAVIS/tree/main.
"""
import argparse
import os
import tempfile
import torch
from lavis.models import load_model_and_preprocess
from transformers import ... | diffusers/scripts/convert_blipdiffusion_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_blipdiffusion_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 5958
} |
import argparse
import torch
from diffusers import HunyuanDiT2DControlNetModel
def main(args):
state_dict = torch.load(args.pt_checkpoint_path, map_location="cpu")
if args.load_key != "none":
try:
state_dict = state_dict[args.load_key]
except KeyError:
raise KeyError... | diffusers/scripts/convert_hunyuandit_controlnet_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_hunyuandit_controlnet_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 5703
} |
# 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_ncsnpp_original_checkpoint_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_ncsnpp_original_checkpoint_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 3608
} |
# 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/scripts/convert_stable_diffusion_checkpoint_to_onnx.py/0 | {
"file_path": "diffusers/scripts/convert_stable_diffusion_checkpoint_to_onnx.py",
"repo_id": "diffusers",
"token_count": 4384
} |
__version__ = "0.33.0.dev0"
from typing import TYPE_CHECKING
from .utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
is_flax_available,
is_k_diffusion_available,
is_librosa_available,
is_note_seq_available,
is_onnx_available,
is_scipy_available,
... | diffusers/src/diffusers/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/__init__.py",
"repo_id": "diffusers",
"token_count": 19348
} |
# 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/hooks/pyramid_attention_broadcast.py/0 | {
"file_path": "diffusers/src/diffusers/hooks/pyramid_attention_broadcast.py",
"repo_id": "diffusers",
"token_count": 5684
} |
# 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/utils.py/0 | {
"file_path": "diffusers/src/diffusers/loaders/utils.py",
"repo_id": "diffusers",
"token_count": 1031
} |
# Copyright 2024 The Mochi 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/autoencoders/autoencoder_kl_mochi.py/0 | {
"file_path": "diffusers/src/diffusers/models/autoencoders/autoencoder_kl_mochi.py",
"repo_id": "diffusers",
"token_count": 21465
} |
# Copyright 2024 HunyuanDiT Authors, Qixun Wang 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/models/controlnets/controlnet_hunyuan.py/0 | {
"file_path": "diffusers/src/diffusers/models/controlnets/controlnet_hunyuan.py",
"repo_id": "diffusers",
"token_count": 7435
} |
# 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/normalization.py/0 | {
"file_path": "diffusers/src/diffusers/models/normalization.py",
"repo_id": "diffusers",
"token_count": 10215
} |
# 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/transformers/t5_film_transformer.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/t5_film_transformer.py",
"repo_id": "diffusers",
"token_count": 7110
} |
# 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_condition.py/0 | {
"file_path": "diffusers/src/diffusers/models/unets/unet_2d_condition.py",
"repo_id": "diffusers",
"token_count": 29830
} |
# 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/audioldm/pipeline_audioldm.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/audioldm/pipeline_audioldm.py",
"repo_id": "diffusers",
"token_count": 11663
} |
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
} |
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
} |
# 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": 4200
} |
# 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
} |
# 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/latent_diffusion/pipeline_latent_diffusion.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/latent_diffusion/pipeline_latent_diffusion.py",
"repo_id": "diffusers",
"token_count": 14243
} |
# 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
#
# htt... | diffusers/src/diffusers/pipelines/marigold/pipeline_marigold_depth.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/marigold/pipeline_marigold_depth.py",
"repo_id": "diffusers",
"token_count": 17444
} |
# Copyright 2024 PixArt-Sigma Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unl... | diffusers/src/diffusers/pipelines/pag/pipeline_pag_pixart_sigma.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/pag/pipeline_pag_pixart_sigma.py",
"repo_id": "diffusers",
"token_count": 19124
} |
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
# Copyright (c) 2022, NVIDIA CORPORATION. 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.a... | diffusers/src/diffusers/pipelines/pipeline_flax_utils.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/pipeline_flax_utils.py",
"repo_id": "diffusers",
"token_count": 12080
} |
# Copyright 2024 Open AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required ... | diffusers/src/diffusers/pipelines/shap_e/renderer.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/shap_e/renderer.py",
"repo_id": "diffusers",
"token_count": 18167
} |
# 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/stable_unclip_image_normalizer.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion/stable_unclip_image_normalizer.py",
"repo_id": "diffusers",
"token_count": 674
} |
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | diffusers/src/diffusers/quantizers/auto.py/0 | {
"file_path": "diffusers/src/diffusers/quantizers/auto.py",
"repo_id": "diffusers",
"token_count": 2206
} |
import math
from dataclasses import dataclass
from typing import List, Optional, Tuple, Union
import torch
from ..configuration_utils import ConfigMixin, register_to_config
from ..utils import BaseOutput
from .scheduling_utils import SchedulerMixin
def gumbel_noise(t, generator=None):
device = generator.device ... | diffusers/src/diffusers/schedulers/scheduling_amused.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_amused.py",
"repo_id": "diffusers",
"token_count": 2775
} |
# Copyright 2024 TSAIL 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 requir... | diffusers/src/diffusers/schedulers/scheduling_dpmsolver_multistep_flax.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_dpmsolver_multistep_flax.py",
"repo_id": "diffusers",
"token_count": 13613
} |
# 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/utils/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/utils/__init__.py",
"repo_id": "diffusers",
"token_count": 1727
} |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class AllegroPipeline(metaclass=DummyObject):
_backends = ["torch", "transformers"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["torch", "transformers"])
... | diffusers/src/diffusers/utils/dummy_torch_and_transformers_objects.py/0 | {
"file_path": "diffusers/src/diffusers/utils/dummy_torch_and_transformers_objects.py",
"repo_id": "diffusers",
"token_count": 30978
} |
# 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/video_processor.py/0 | {
"file_path": "diffusers/src/diffusers/video_processor.py",
"repo_id": "diffusers",
"token_count": 2251
} |
# 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/lora/test_lora_layers_sdxl.py/0 | {
"file_path": "diffusers/tests/lora/test_lora_layers_sdxl.py",
"repo_id": "diffusers",
"token_count": 11643
} |
def get_autoencoder_kl_config(block_out_channels=None, norm_num_groups=None):
block_out_channels = block_out_channels or [2, 4]
norm_num_groups = norm_num_groups or 2
init_dict = {
"block_out_channels": block_out_channels,
"in_channels": 3,
"out_channels": 3,
"down_block_type... | diffusers/tests/models/autoencoders/vae.py/0 | {
"file_path": "diffusers/tests/models/autoencoders/vae.py",
"repo_id": "diffusers",
"token_count": 1582
} |
# 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_hunyuan_dit.py/0 | {
"file_path": "diffusers/tests/models/transformers/test_models_transformer_hunyuan_dit.py",
"repo_id": "diffusers",
"token_count": 1790
} |
# 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 | {
"file_path": "diffusers/tests/models/unets/test_models_unet_motion.py",
"repo_id": "diffusers",
"token_count": 5224
} |
# 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/audioldm2/test_audioldm2.py/0 | {
"file_path": "diffusers/tests/pipelines/audioldm2/test_audioldm2.py",
"repo_id": "diffusers",
"token_count": 11126
} |
# 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_sd3/test_controlnet_inpaint_sd3.py/0 | {
"file_path": "diffusers/tests/pipelines/controlnet_sd3/test_controlnet_inpaint_sd3.py",
"repo_id": "diffusers",
"token_count": 3184
} |
# 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/hunyuan_video/test_hunyuan_video.py/0 | {
"file_path": "diffusers/tests/pipelines/hunyuan_video/test_hunyuan_video.py",
"repo_id": "diffusers",
"token_count": 5678
} |
# 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
} |
# 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": 5024
} |
# 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/semantic_stable_diffusion/test_semantic_diffusion.py/0 | {
"file_path": "diffusers/tests/pipelines/semantic_stable_diffusion/test_semantic_diffusion.py",
"repo_id": "diffusers",
"token_count": 9781
} |
# 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_stable_diffusion_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion/test_stable_diffusion_img2img.py",
"repo_id": "diffusers",
"token_count": 13425
} |
import gc
import random
import unittest
import numpy as np
import pytest
import torch
from transformers import AutoTokenizer, CLIPTextConfig, CLIPTextModelWithProjection, CLIPTokenizer, T5EncoderModel
from diffusers import (
AutoencoderKL,
FlowMatchEulerDiscreteScheduler,
SD3Transformer2DModel,
Stable... | diffusers/tests/pipelines/stable_diffusion_3/test_pipeline_stable_diffusion_3_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion_3/test_pipeline_stable_diffusion_3_img2img.py",
"repo_id": "diffusers",
"token_count": 4723
} |
import contextlib
import io
import re
import unittest
import torch
from PIL import Image
from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer
from diffusers import (
AnimateDiffPipeline,
AnimateDiffVideoToVideoPipeline,
AutoencoderKL,
DDIMScheduler,
MotionAdapter,
StableDiffus... | diffusers/tests/pipelines/test_pipeline_utils.py/0 | {
"file_path": "diffusers/tests/pipelines/test_pipeline_utils.py",
"repo_id": "diffusers",
"token_count": 12422
} |
import gc
import random
import traceback
import unittest
import numpy as np
import torch
from PIL import Image
from transformers import (
CLIPImageProcessor,
CLIPTextModel,
CLIPTokenizer,
CLIPVisionModelWithProjection,
GPT2Tokenizer,
)
from diffusers import (
AutoencoderKL,
DPMSolverMultis... | diffusers/tests/pipelines/unidiffuser/test_unidiffuser.py/0 | {
"file_path": "diffusers/tests/pipelines/unidiffuser/test_unidiffuser.py",
"repo_id": "diffusers",
"token_count": 14637
} |
# 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/single_file/test_model_motion_adapter_single_file.py/0 | {
"file_path": "diffusers/tests/single_file/test_model_motion_adapter_single_file.py",
"repo_id": "diffusers",
"token_count": 1629
} |
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | diffusers/utils/check_copies.py/0 | {
"file_path": "diffusers/utils/check_copies.py",
"repo_id": "diffusers",
"token_count": 3397
} |
# coding=utf-8
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | diffusers/utils/release.py/0 | {
"file_path": "diffusers/utils/release.py",
"repo_id": "diffusers",
"token_count": 2306
} |
# How to contribute to 🤗 LeRobot?
Everyone is welcome to contribute, and we value everybody's contribution. Code
is thus not the only way to help the community. Answering questions, helping
others, reaching out and improving the documentations are immensely valuable to
the community.
It also helps us if you spread t... | lerobot/CONTRIBUTING.md/0 | {
"file_path": "lerobot/CONTRIBUTING.md",
"repo_id": "lerobot",
"token_count": 3135
} |
# Getting Started with Real-World Robots
This tutorial will guide you through the process of setting up and training a neural network to autonomously control a real robot.
**What You'll Learn:**
1. How to order and assemble your robot.
2. How to connect, configure, and calibrate your robot.
3. How to record and visua... | lerobot/examples/7_get_started_with_real_robot.md/0 | {
"file_path": "lerobot/examples/7_get_started_with_real_robot.md",
"repo_id": "lerobot",
"token_count": 15959
} |
#!/usr/bin/env python
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | lerobot/lerobot/common/datasets/push_dataset_to_hub/openx_rlds_format.py/0 | {
"file_path": "lerobot/lerobot/common/datasets/push_dataset_to_hub/openx_rlds_format.py",
"repo_id": "lerobot",
"token_count": 4796
} |
import torch
import torch.nn.functional as F # noqa: N812
from packaging.version import Version
if Version(torch.__version__) > Version("2.5.0"):
# Ffex attention is only available from torch 2.5 onwards
from torch.nn.attention.flex_attention import (
_mask_mod_signature,
_round_up_to_multiple... | lerobot/lerobot/common/policies/pi0/flex_attention.py/0 | {
"file_path": "lerobot/lerobot/common/policies/pi0/flex_attention.py",
"repo_id": "lerobot",
"token_count": 1891
} |
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