text stringlengths 5 424k | id stringlengths 13 178 | metadata dict | __index_level_0__ int64 0 672 |
|---|---|---|---|
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/models/unets/unet_1d_blocks.py/0 | {
"file_path": "diffusers/src/diffusers/models/unets/unet_1d_blocks.py",
"repo_id": "diffusers",
"token_count": 11970
} | 159 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/models/vq_model.py/0 | {
"file_path": "diffusers/src/diffusers/models/vq_model.py",
"repo_id": "diffusers",
"token_count": 490
} | 160 |
# Copyright 2025 Qwen-Image Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | diffusers/src/diffusers/modular_pipelines/qwenimage/denoise.py/0 | {
"file_path": "diffusers/src/diffusers/modular_pipelines/qwenimage/denoise.py",
"repo_id": "diffusers",
"token_count": 12127
} | 161 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/modular_pipelines/wan/encoders.py/0 | {
"file_path": "diffusers/src/diffusers/modular_pipelines/wan/encoders.py",
"repo_id": "diffusers",
"token_count": 4112
} | 162 |
# Copyright 2025 Salesforce.com, inc.
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENS... | diffusers/src/diffusers/pipelines/blip_diffusion/modeling_ctx_clip.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/blip_diffusion/modeling_ctx_clip.py",
"repo_id": "diffusers",
"token_count": 3808
} | 163 |
# Copyright 2025 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": 14786
} | 164 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs_sd_xl.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs_sd_xl.py",
"repo_id": "diffusers",
"token_count": 25457
} | 165 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/pipelines/deprecated/audio_diffusion/mel.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/audio_diffusion/mel.py",
"repo_id": "diffusers",
"token_count": 2698
} | 166 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_cycle_diffusion.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_cycle_diffusion.py",
"repo_id": "diffusers",
"token_count": 21373
} | 167 |
from typing import TYPE_CHECKING
from ...utils import DIFFUSERS_SLOW_IMPORT, _LazyModule
_import_structure = {"pipeline_dit": ["DiTPipeline"]}
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
from .pipeline_dit import DiTPipeline
else:
import sys
sys.modules[__name__] = _LazyModule(
__name__,
... | diffusers/src/diffusers/pipelines/dit/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/dit/__init__.py",
"repo_id": "diffusers",
"token_count": 177
} | 168 |
# Copyright 2025 The HunyuanVideo Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Un... | diffusers/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_image2video.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_image2video.py",
"repo_id": "diffusers",
"token_count": 21323
} | 169 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_controlnet.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_controlnet.py",
"repo_id": "diffusers",
"token_count": 6234
} | 170 |
from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | diffusers/src/diffusers/pipelines/latent_consistency_models/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/latent_consistency_models/__init__.py",
"repo_id": "diffusers",
"token_count": 615
} | 171 |
# Copyright 2025 Lightricks 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/ltx/pipeline_ltx_image2video.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/ltx/pipeline_ltx_image2video.py",
"repo_id": "diffusers",
"token_count": 20335
} | 172 |
# Copyright 2025 Genmo 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... | diffusers/src/diffusers/pipelines/mochi/pipeline_mochi.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/mochi/pipeline_mochi.py",
"repo_id": "diffusers",
"token_count": 16189
} | 173 |
# Copyright 2025 PixArt-Sigma Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unl... | diffusers/src/diffusers/pipelines/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
} | 174 |
# 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": 12123
} | 175 |
from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | diffusers/src/diffusers/pipelines/sana/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/sana/__init__.py",
"repo_id": "diffusers",
"token_count": 694
} | 176 |
# Copyright 2025 The SkyReels-V2 Team, The Wan Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICEN... | diffusers/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2.py",
"repo_id": "diffusers",
"token_count": 12234
} | 177 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion.py",
"repo_id": "diffusers",
"token_count": 9111
} | 178 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/pipelines/stable_diffusion/pipeline_stable_unclip.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion/pipeline_stable_unclip.py",
"repo_id": "diffusers",
"token_count": 19927
} | 179 |
from dataclasses import dataclass
from typing import List, Union
import numpy as np
import PIL.Image
from ...utils import BaseOutput, is_flax_available
@dataclass
class StableDiffusionXLPipelineOutput(BaseOutput):
"""
Output class for Stable Diffusion pipelines.
Args:
images (`List[PIL.Image.Im... | diffusers/src/diffusers/pipelines/stable_diffusion_xl/pipeline_output.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion_xl/pipeline_output.py",
"repo_id": "diffusers",
"token_count": 401
} | 180 |
import copy
import inspect
from dataclasses import dataclass
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import PIL
import torch
import torch.nn.functional as F
from torch.nn.functional import grid_sample
from transformers import (
CLIPImageProcessor,
CLIPTextModel,
... | diffusers/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py",
"repo_id": "diffusers",
"token_count": 28984
} | 181 |
from .bnb_quantizer import BnB4BitDiffusersQuantizer, BnB8BitDiffusersQuantizer
from .utils import dequantize_and_replace, dequantize_bnb_weight, replace_with_bnb_linear
| diffusers/src/diffusers/quantizers/bitsandbytes/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/quantizers/bitsandbytes/__init__.py",
"repo_id": "diffusers",
"token_count": 55
} | 182 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/schedulers/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/__init__.py",
"repo_id": "diffusers",
"token_count": 4471
} | 183 |
# Copyright (c) 2022 Pablo Pernías MIT License
# Copyright 2025 UC Berkeley Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://... | diffusers/src/diffusers/schedulers/scheduling_ddpm_wuerstchen.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_ddpm_wuerstchen.py",
"repo_id": "diffusers",
"token_count": 3646
} | 184 |
# Copyright 2025 Katherine Crowson, The HuggingFace Team and hlky. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | diffusers/src/diffusers/schedulers/scheduling_heun_discrete.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_heun_discrete.py",
"repo_id": "diffusers",
"token_count": 11970
} | 185 |
# Copyright 2025 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": 6284
} | 186 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class NVIDIAModelOptConfig(metaclass=DummyObject):
_backends = ["nvidia_modelopt"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["nvidia_modelopt"])
@cla... | diffusers/src/diffusers/utils/dummy_nvidia_modelopt_objects.py/0 | {
"file_path": "diffusers/src/diffusers/utils/dummy_nvidia_modelopt_objects.py",
"repo_id": "diffusers",
"token_count": 213
} | 187 |
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | diffusers/src/diffusers/utils/hub_utils.py/0 | {
"file_path": "diffusers/src/diffusers/utils/hub_utils.py",
"repo_id": "diffusers",
"token_count": 10584
} | 188 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/video_processor.py/0 | {
"file_path": "diffusers/src/diffusers/video_processor.py",
"repo_id": "diffusers",
"token_count": 2249
} | 189 |
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | diffusers/tests/lora/test_lora_layers_lumina2.py/0 | {
"file_path": "diffusers/tests/lora/test_lora_layers_lumina2.py",
"repo_id": "diffusers",
"token_count": 2559
} | 190 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/models/autoencoders/test_models_autoencoder_kl.py/0 | {
"file_path": "diffusers/tests/models/autoencoders/test_models_autoencoder_kl.py",
"repo_id": "diffusers",
"token_count": 8224
} | 191 |
import unittest
from unittest.mock import patch
from transformers import CLIPTextModel, LongformerModel
from diffusers.models import AutoModel, UNet2DConditionModel
class TestAutoModel(unittest.TestCase):
@patch(
"diffusers.models.AutoModel.load_config",
side_effect=[EnvironmentError("File not f... | diffusers/tests/models/test_models_auto.py/0 | {
"file_path": "diffusers/tests/models/test_models_auto.py",
"repo_id": "diffusers",
"token_count": 526
} | 192 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/models/transformers/test_models_transformer_hidream.py/0 | {
"file_path": "diffusers/tests/models/transformers/test_models_transformer_hidream.py",
"repo_id": "diffusers",
"token_count": 1430
} | 193 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/tests/others/test_check_dummies.py/0 | {
"file_path": "diffusers/tests/others/test_check_dummies.py",
"repo_id": "diffusers",
"token_count": 1872
} | 194 |
import unittest
import numpy as np
import torch
from PIL import Image
from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer
import diffusers
from diffusers import (
AnimateDiffControlNetPipeline,
AutoencoderKL,
ControlNetModel,
DDIMScheduler,
DPMSolverMultistepScheduler,
LCMSch... | diffusers/tests/pipelines/animatediff/test_animatediff_controlnet.py/0 | {
"file_path": "diffusers/tests/pipelines/animatediff/test_animatediff_controlnet.py",
"repo_id": "diffusers",
"token_count": 9801
} | 195 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/pipelines/controlnet/test_controlnet_sdxl.py/0 | {
"file_path": "diffusers/tests/pipelines/controlnet/test_controlnet_sdxl.py",
"repo_id": "diffusers",
"token_count": 19960
} | 196 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/pipelines/kandinsky2_2/test_kandinsky_controlnet_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/kandinsky2_2/test_kandinsky_controlnet_img2img.py",
"repo_id": "diffusers",
"token_count": 4825
} | 197 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/pipelines/latent_diffusion/test_latent_diffusion_superresolution.py/0 | {
"file_path": "diffusers/tests/pipelines/latent_diffusion/test_latent_diffusion_superresolution.py",
"repo_id": "diffusers",
"token_count": 2025
} | 198 |
# Copyright 2023-2025 Marigold Team, ETH Zürich. All rights reserved.
# Copyright 2024-2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | diffusers/tests/pipelines/marigold/test_marigold_depth.py/0 | {
"file_path": "diffusers/tests/pipelines/marigold/test_marigold_depth.py",
"repo_id": "diffusers",
"token_count": 8837
} | 199 |
# Copyright 2025 The HuggingFace Team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in... | diffusers/tests/pipelines/pag/test_pag_sana.py/0 | {
"file_path": "diffusers/tests/pipelines/pag/test_pag_sana.py",
"repo_id": "diffusers",
"token_count": 6070
} | 200 |
# 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/skyreels_v2/test_skyreels_v2.py/0 | {
"file_path": "diffusers/tests/pipelines/skyreels_v2/test_skyreels_v2.py",
"repo_id": "diffusers",
"token_count": 2013
} | 201 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/pipelines/stable_diffusion/test_stable_diffusion.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion/test_stable_diffusion.py",
"repo_id": "diffusers",
"token_count": 27030
} | 202 |
# coding=utf-8
# Copyright 2022 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_adapter/test_stable_diffusion_adapter.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion_adapter/test_stable_diffusion_adapter.py",
"repo_id": "diffusers",
"token_count": 14056
} | 203 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/pipelines/test_pipelines_auto.py/0 | {
"file_path": "diffusers/tests/pipelines/test_pipelines_auto.py",
"repo_id": "diffusers",
"token_count": 12240
} | 204 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/remote/test_remote_decode.py/0 | {
"file_path": "diffusers/tests/remote/test_remote_decode.py",
"repo_id": "diffusers",
"token_count": 9949
} | 205 |
import torch
from diffusers import EulerDiscreteScheduler
from ..testing_utils import torch_device
from .test_schedulers import SchedulerCommonTest
class EulerDiscreteSchedulerTest(SchedulerCommonTest):
scheduler_classes = (EulerDiscreteScheduler,)
num_inference_steps = 10
def get_scheduler_config(self... | diffusers/tests/schedulers/test_scheduler_euler.py/0 | {
"file_path": "diffusers/tests/schedulers/test_scheduler_euler.py",
"repo_id": "diffusers",
"token_count": 4844
} | 206 |
import gc
import unittest
import torch
from diffusers import (
StableDiffusionInpaintPipeline,
)
from diffusers.utils import load_image
from ..testing_utils import (
backend_empty_cache,
enable_full_determinism,
require_torch_accelerator,
slow,
torch_device,
)
from .single_file_testing_utils ... | diffusers/tests/single_file/test_stable_diffusion_inpaint_single_file.py/0 | {
"file_path": "diffusers/tests/single_file/test_stable_diffusion_inpaint_single_file.py",
"repo_id": "diffusers",
"token_count": 2039
} | 207 |
# 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_table.py/0 | {
"file_path": "diffusers/utils/check_table.py",
"repo_id": "diffusers",
"token_count": 3011
} | 208 |
# 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/update_metadata.py/0 | {
"file_path": "diffusers/utils/update_metadata.py",
"repo_id": "diffusers",
"token_count": 1690
} | 209 |
# Video benchmark
## Questions
What is the optimal trade-off between:
- maximizing loading time with random access,
- minimizing memory space on disk,
- maximizing success rate of policies,
- compatibility across devices/platforms for decoding videos (e.g. video players, web browsers).
How to encode videos?
- Whic... | lerobot/benchmarks/video/README.md/0 | {
"file_path": "lerobot/benchmarks/video/README.md",
"repo_id": "lerobot",
"token_count": 6190
} | 210 |
# Train RL in Simulation
This guide explains how to use the `gym_hil` simulation environments as an alternative to real robots when working with the LeRobot framework for Human-In-the-Loop (HIL) reinforcement learning.
`gym_hil` is a package that provides Gymnasium-compatible simulation environments specifically desi... | lerobot/docs/source/hilserl_sim.mdx/0 | {
"file_path": "lerobot/docs/source/hilserl_sim.mdx",
"repo_id": "lerobot",
"token_count": 1552
} | 211 |
## Paper
https://diffusion-policy.cs.columbia.edu
## Citation
```bibtex
@article{chi2024diffusionpolicy,
author = {Cheng Chi and Zhenjia Xu and Siyuan Feng and Eric Cousineau and Yilun Du and Benjamin Burchfiel and Russ Tedrake and Shuran Song},
title ={Diffusion Policy: Visuomotor Policy Learning via Action Diffu... | lerobot/docs/source/policy_diffusion_README.md/0 | {
"file_path": "lerobot/docs/source/policy_diffusion_README.md",
"repo_id": "lerobot",
"token_count": 130
} | 212 |
# !/usr/bin/env python
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | lerobot/examples/lekiwi/teleoperate.py/0 | {
"file_path": "lerobot/examples/lekiwi/teleoperate.py",
"repo_id": "lerobot",
"token_count": 877
} | 213 |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | lerobot/src/lerobot/cameras/realsense/camera_realsense.py/0 | {
"file_path": "lerobot/src/lerobot/cameras/realsense/camera_realsense.py",
"repo_id": "lerobot",
"token_count": 9040
} | 214 |
#!/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/src/lerobot/datasets/online_buffer.py/0 | {
"file_path": "lerobot/src/lerobot/datasets/online_buffer.py",
"repo_id": "lerobot",
"token_count": 7351
} | 215 |
# 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... | lerobot/src/lerobot/motors/calibration_gui.py/0 | {
"file_path": "lerobot/src/lerobot/motors/calibration_gui.py",
"repo_id": "lerobot",
"token_count": 7469
} | 216 |
#!/usr/bin/env python
# Copyright 2024 Tony Z. Zhao and 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... | lerobot/src/lerobot/policies/act/modeling_act.py/0 | {
"file_path": "lerobot/src/lerobot/policies/act/modeling_act.py",
"repo_id": "lerobot",
"token_count": 15408
} | 217 |
from dataclasses import dataclass, field
from lerobot.configs.policies import PreTrainedConfig
from lerobot.configs.types import FeatureType, NormalizationMode, PolicyFeature
from lerobot.optim.optimizers import AdamWConfig
from lerobot.optim.schedulers import (
CosineDecayWithWarmupSchedulerConfig,
)
from lerobot... | lerobot/src/lerobot/policies/pi0fast/configuration_pi0fast.py/0 | {
"file_path": "lerobot/src/lerobot/policies/pi0fast/configuration_pi0fast.py",
"repo_id": "lerobot",
"token_count": 1873
} | 218 |
#!/usr/bin/env python
# Copyright 2024 Nicklas Hansen, Xiaolong Wang, Hao Su,
# and 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
#
# ht... | lerobot/src/lerobot/policies/tdmpc/configuration_tdmpc.py/0 | {
"file_path": "lerobot/src/lerobot/policies/tdmpc/configuration_tdmpc.py",
"repo_id": "lerobot",
"token_count": 4265
} | 219 |
#!/usr/bin/env python
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | lerobot/src/lerobot/processor/gym_action_processor.py/0 | {
"file_path": "lerobot/src/lerobot/processor/gym_action_processor.py",
"repo_id": "lerobot",
"token_count": 1378
} | 220 |
# !/usr/bin/env python
# Copyright 2025 The HuggingFace Inc. team.
# All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | lerobot/src/lerobot/rl/learner_service.py/0 | {
"file_path": "lerobot/src/lerobot/rl/learner_service.py",
"repo_id": "lerobot",
"token_count": 1678
} | 221 |
# Koch v1.1
In the steps below, we explain how to assemble the Koch v1.1 robot.
## Order and assemble the parts
Follow the sourcing and assembling instructions provided in this [README](https://github.com/jess-moss/koch-v1-1). This will guide you through setting up both the follower and leader arms, as shown in the ... | lerobot/src/lerobot/robots/koch_follower/koch.mdx/0 | {
"file_path": "lerobot/src/lerobot/robots/koch_follower/koch.mdx",
"repo_id": "lerobot",
"token_count": 2918
} | 222 |
#!/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/src/lerobot/robots/so100_follower/so100_follower.py/0 | {
"file_path": "lerobot/src/lerobot/robots/so100_follower/so100_follower.py",
"repo_id": "lerobot",
"token_count": 4004
} | 223 |
#!/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/src/lerobot/scripts/lerobot_eval.py/0 | {
"file_path": "lerobot/src/lerobot/scripts/lerobot_eval.py",
"repo_id": "lerobot",
"token_count": 12220
} | 224 |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | lerobot/src/lerobot/teleoperators/utils.py/0 | {
"file_path": "lerobot/src/lerobot/teleoperators/utils.py",
"repo_id": "lerobot",
"token_count": 1000
} | 225 |
#!/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/src/lerobot/utils/random_utils.py/0 | {
"file_path": "lerobot/src/lerobot/utils/random_utils.py",
"repo_id": "lerobot",
"token_count": 2881
} | 226 |
version https://git-lfs.github.com/spec/v1
oid sha256:53172b773d4a78bb3140f10280105c2c4ebcb467f3097579988d42cb87790ab9
size 3687117
| lerobot/tests/artifacts/datasets/lerobot/aloha_sim_insertion_human/frame_251.safetensors/0 | {
"file_path": "lerobot/tests/artifacts/datasets/lerobot/aloha_sim_insertion_human/frame_251.safetensors",
"repo_id": "lerobot",
"token_count": 63
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| lerobot/tests/artifacts/image_transforms/default_transforms.safetensors/0 | {
"file_path": "lerobot/tests/artifacts/image_transforms/default_transforms.safetensors",
"repo_id": "lerobot",
"token_count": 67
} | 228 |
version https://git-lfs.github.com/spec/v1
oid sha256:d640988f2269cf6aa03c8ee17f9d096edace83d837f90025011fafec5bf53c61
size 200
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"file_path": "lerobot/tests/artifacts/policies/xarm_lift_medium_tdmpc_use_mpc/actions.safetensors",
"repo_id": "lerobot",
"token_count": 64
} | 229 |
#!/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/tests/conftest.py/0 | {
"file_path": "lerobot/tests/conftest.py",
"repo_id": "lerobot",
"token_count": 1022
} | 230 |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | lerobot/tests/fixtures/hub.py/0 | {
"file_path": "lerobot/tests/fixtures/hub.py",
"repo_id": "lerobot",
"token_count": 2563
} | 231 |
#!/usr/bin/env python
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | lerobot/tests/policies/test_sac_config.py/0 | {
"file_path": "lerobot/tests/policies/test_sac_config.py",
"repo_id": "lerobot",
"token_count": 2763
} | 232 |
#!/usr/bin/env python
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | lerobot/tests/processor/test_rename_processor.py/0 | {
"file_path": "lerobot/tests/processor/test_rename_processor.py",
"repo_id": "lerobot",
"token_count": 6850
} | 233 |
#!/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/tests/utils.py/0 | {
"file_path": "lerobot/tests/utils.py",
"repo_id": "lerobot",
"token_count": 2376
} | 234 |
# Model arguments
model_name_or_path: Qwen/Qwen2.5-1.5B-Instruct
model_revision: main
torch_dtype: bfloat16
attn_implementation: flash_attention_2
# Data training arguments
dataset_name: open-r1/verifiable-coding-problems-python
dataset_prompt_column: problem_statement
system_prompt: "You are a helpful AI Assistant th... | open-r1/recipes/Qwen2.5-1.5B-Instruct/grpo/config_demo_code.yaml/0 | {
"file_path": "open-r1/recipes/Qwen2.5-1.5B-Instruct/grpo/config_demo_code.yaml",
"repo_id": "open-r1",
"token_count": 543
} | 235 |
# coding=utf-8
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | open-r1/scripts/morph_router.py/0 | {
"file_path": "open-r1/scripts/morph_router.py",
"repo_id": "open-r1",
"token_count": 2781
} | 236 |
#!/bin/bash
# this simple script will launch a bunch of piston workers on the HF science cluster
N_INSTANCES=${1:-5} # Default to 5 instances
for i in $(seq 1 $N_INSTANCES); do
# Find random (hopefully) available port
PORT=$(comm -23 <(seq 2000 10000 | sort) <(ss -tan | awk '{print $4}' | cut -d':' -f2 | so... | open-r1/slurm/piston/launch_piston_workers.sh/0 | {
"file_path": "open-r1/slurm/piston/launch_piston_workers.sh",
"repo_id": "open-r1",
"token_count": 237
} | 237 |
import re
def fix_python3_imports(source_code):
"""
Fix common import and function changes between Python 3 versions
Args:
source_code (str): The Python source code to update
Returns:
str: The updated source code
"""
# Dictionary of patterns to replacements
replacements =... | open-r1/src/open_r1/utils/competitive_programming/code_patcher.py/0 | {
"file_path": "open-r1/src/open_r1/utils/competitive_programming/code_patcher.py",
"repo_id": "open-r1",
"token_count": 1876
} | 238 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | open-r1/tests/test_rewards.py/0 | {
"file_path": "open-r1/tests/test_rewards.py",
"repo_id": "open-r1",
"token_count": 10656
} | 239 |
<!--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... | peft/docs/source/conceptual_guides/oft.md/0 | {
"file_path": "peft/docs/source/conceptual_guides/oft.md",
"repo_id": "peft",
"token_count": 3135
} | 240 |
<!--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... | peft/docs/source/package_reference/auto_class.md/0 | {
"file_path": "peft/docs/source/package_reference/auto_class.md",
"repo_id": "peft",
"token_count": 470
} | 241 |
<!--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... | peft/docs/source/package_reference/lora.md/0 | {
"file_path": "peft/docs/source/package_reference/lora.md",
"repo_id": "peft",
"token_count": 650
} | 242 |
PEFT_TYPE="boft"
BLOCK_NUM=8
BLOCK_SIZE=0
N_BUTTERFLY_FACTOR=1
ITER_NUM=50000
export RUN_NAME="${PEFT_TYPE}_${BLOCK_NUM}${BLOCK_SIZE}${N_BUTTERFLY_FACTOR}"
export MODEL_NAME="stabilityai/stable-diffusion-2-1"
# export MODEL_NAME="runwayml/stable-diffusion-v1-5"
export DATASET_NAME="oftverse/control-celeba-hq"
export... | peft/examples/boft_controlnet/eval.sh/0 | {
"file_path": "peft/examples/boft_controlnet/eval.sh",
"repo_id": "peft",
"token_count": 370
} | 243 |
<jupyter_start><jupyter_code>import os
import torch
from accelerate.logging import get_logger
from diffusers import StableDiffusionPipeline
from diffusers.utils import check_min_version
from peft import PeftModel
# Will error if the minimal version of diffusers is not installed. Remove at your own risks.
check_min_v... | peft/examples/boft_dreambooth/dreambooth_inference.ipynb/0 | {
"file_path": "peft/examples/boft_dreambooth/dreambooth_inference.ipynb",
"repo_id": "peft",
"token_count": 1395
} | 244 |
<!--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... | peft/examples/hra_dreambooth/README.md/0 | {
"file_path": "peft/examples/hra_dreambooth/README.md",
"repo_id": "peft",
"token_count": 1329
} | 245 |
# Copyright 2023-present 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 law or... | peft/examples/int8_training/fine_tune_blip2_int8.py/0 | {
"file_path": "peft/examples/int8_training/fine_tune_blip2_int8.py",
"repo_id": "peft",
"token_count": 1321
} | 246 |
# Copyright 2025-present 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 law or... | peft/examples/lorafa_finetune/lorafa_finetuning.py/0 | {
"file_path": "peft/examples/lorafa_finetune/lorafa_finetuning.py",
"repo_id": "peft",
"token_count": 3415
} | 247 |
# QALoRA: Quantization-Aware Low-Rank Adaptation
## Introduction
[QALoRA](https://huggingface.co/papers/2309.14717) is a quantization-aware version of Low-Rank Adaptation that enables efficient fine-tuning of quantized large language models.
QALoRA uses input feature pooling and a specialized grouping technique to wo... | peft/examples/qalora_finetuning/README.md/0 | {
"file_path": "peft/examples/qalora_finetuning/README.md",
"repo_id": "peft",
"token_count": 2020
} | 248 |
# X-LoRA examples
## `xlora_inference_mistralrs.py`
Perform inference of an X-LoRA model using the inference engine mistral.rs.
Mistral.rs supports many base models besides Mistral, and can load models directly from saved LoRA checkpoints. Check out [adapter model docs](https://github.com/EricLBuehler/mistral.rs/blo... | peft/examples/xlora/README.md/0 | {
"file_path": "peft/examples/xlora/README.md",
"repo_id": "peft",
"token_count": 320
} | 249 |
{
"auto_mapping": null,
"base_model_name_or_path": null,
"bias": "none",
"d_initial": 0.1,
"fan_in_fan_out": false,
"inference_mode": false,
"init_weights": true,
"layers_pattern": null,
"layers_to_transform": null,
"modules_to_save": null,
"peft_type": "VERA",
"projection_prng_key": 0,
"r": 2... | peft/method_comparison/MetaMathQA/experiments/vera/llama-3.2-3B-default/adapter_config.json/0 | {
"file_path": "peft/method_comparison/MetaMathQA/experiments/vera/llama-3.2-3B-default/adapter_config.json",
"repo_id": "peft",
"token_count": 193
} | 250 |
{
"short": [
"Explain quantum computing in one paragraph.",
"Write a haiku about machine learning.",
"What's the difference between supervised and unsupervised learning?",
"Define parameter-efficient fine-tuning in one sentence.",
"List three applications of natural language processing."
],
"m... | peft/method_comparison/text_generation_benchmark/configs/prompts.json/0 | {
"file_path": "peft/method_comparison/text_generation_benchmark/configs/prompts.json",
"repo_id": "peft",
"token_count": 459
} | 251 |
# Copyright 2025-present 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 law or... | peft/scripts/train_memory.py/0 | {
"file_path": "peft/scripts/train_memory.py",
"repo_id": "peft",
"token_count": 4392
} | 252 |
# Copyright 2023-present 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 law or... | peft/src/peft/tuners/__init__.py/0 | {
"file_path": "peft/src/peft/tuners/__init__.py",
"repo_id": "peft",
"token_count": 1348
} | 253 |
#include <torch/torch.h>
#include <vector>
#include <iostream>
#include <torch/extension.h>
std::vector<at::Tensor> forward_fast_block_diag_cuda(
at::Tensor input);
std::vector<at::Tensor> forward_fast_block_diag(
at::Tensor input
) {
return forward_fast_block_diag_cuda(input);
}
std::vec... | peft/src/peft/tuners/boft/fbd/fbd_cuda.cpp/0 | {
"file_path": "peft/src/peft/tuners/boft/fbd/fbd_cuda.cpp",
"repo_id": "peft",
"token_count": 370
} | 254 |
# Copyright 2024-present 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 law or... | peft/src/peft/tuners/ln_tuning/model.py/0 | {
"file_path": "peft/src/peft/tuners/ln_tuning/model.py",
"repo_id": "peft",
"token_count": 1998
} | 255 |
# Copyright 2024-present 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 law or... | peft/src/peft/tuners/lora/dora.py/0 | {
"file_path": "peft/src/peft/tuners/lora/dora.py",
"repo_id": "peft",
"token_count": 3719
} | 256 |
# Copyright 2025-present 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 law or... | peft/src/peft/tuners/randlora/config.py/0 | {
"file_path": "peft/src/peft/tuners/randlora/config.py",
"repo_id": "peft",
"token_count": 3781
} | 257 |
# Copyright 2025-present 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 law or... | peft/src/peft/tuners/trainable_tokens/model.py/0 | {
"file_path": "peft/src/peft/tuners/trainable_tokens/model.py",
"repo_id": "peft",
"token_count": 2338
} | 258 |
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