text stringlengths 5 424k | id stringlengths 13 178 | metadata dict | __index_level_0__ int64 0 672 |
|---|---|---|---|
from typing import List, Optional, Tuple, Union
import torch
from diffusers import DiffusionPipeline
from diffusers.configuration_utils import ConfigMixin
from diffusers.pipelines.pipeline_utils import ImagePipelineOutput
from diffusers.schedulers.scheduling_utils import SchedulerMixin
class IADBScheduler(Scheduler... | diffusers/examples/community/iadb.py/0 | {
"file_path": "diffusers/examples/community/iadb.py",
"repo_id": "diffusers",
"token_count": 2501
} | 119 |
from typing import Any, Callable, Dict, List, Optional, Union
import numpy as np
import PIL.Image
import torch
from diffusers import StableDiffusionImg2ImgPipeline
from diffusers.pipelines.stable_diffusion import StableDiffusionPipelineOutput
class MaskedStableDiffusionImg2ImgPipeline(StableDiffusionImg2ImgPipeline... | diffusers/examples/community/masked_stable_diffusion_img2img.py/0 | {
"file_path": "diffusers/examples/community/masked_stable_diffusion_img2img.py",
"repo_id": "diffusers",
"token_count": 6298
} | 120 |
# Copyright 2025 FABRIC 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 re... | diffusers/examples/community/pipeline_fabric.py/0 | {
"file_path": "diffusers/examples/community/pipeline_fabric.py",
"repo_id": "diffusers",
"token_count": 16558
} | 121 |
# A diffuser version implementation of Zero1to3 (https://github.com/cvlab-columbia/zero123), ICCV 2023
# by Xin Kong
import inspect
from typing import Any, Callable, Dict, List, Optional, Union
import kornia
import numpy as np
import PIL.Image
import torch
from packaging import version
from transformers import CLIPIm... | diffusers/examples/community/pipeline_zero1to3.py/0 | {
"file_path": "diffusers/examples/community/pipeline_zero1to3.py",
"repo_id": "diffusers",
"token_count": 17992
} | 122 |
from typing import Any, Callable, Dict, List, Optional, Union
import PIL.Image
import torch
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from diffusers import (
AutoencoderKL,
DDIMScheduler,
DiffusionPipeline,
LMSDiscreteScheduler,
PNDMScheduler,
StableDiffusionImg... | diffusers/examples/community/stable_diffusion_mega.py/0 | {
"file_path": "diffusers/examples/community/stable_diffusion_mega.py",
"repo_id": "diffusers",
"token_count": 3877
} | 123 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
# Copyright (c) Alibaba, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | diffusers/examples/research_projects/anytext/anytext.py/0 | {
"file_path": "diffusers/examples/research_projects/anytext/anytext.py",
"repo_id": "diffusers",
"token_count": 50998
} | 124 |
# Consistency Training
`train_cm_ct_unconditional.py` trains a consistency model (CM) from scratch following the consistency training (CT) algorithm introduced in [Consistency Models](https://huggingface.co/papers/2303.01469) and refined in [Improved Techniques for Training Consistency Models](https://huggingface.co/p... | diffusers/examples/research_projects/consistency_training/README.md/0 | {
"file_path": "diffusers/examples/research_projects/consistency_training/README.md",
"repo_id": "diffusers",
"token_count": 415
} | 125 |
## LoRA fine-tuning Flux.1 Dev with quantization
> [!NOTE]
> This example is educational in nature and fixes some arguments to keep things simple. It should act as a reference to build things further.
This example shows how to fine-tune [Flux.1 Dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) with LoRA and... | diffusers/examples/research_projects/flux_lora_quantization/README.md/0 | {
"file_path": "diffusers/examples/research_projects/flux_lora_quantization/README.md",
"repo_id": "diffusers",
"token_count": 2092
} | 126 |
## Diffusers examples with Intel optimizations
**This research project is not actively maintained by the diffusers team. For any questions or comments, please make sure to tag @hshen14 .**
This aims to provide diffusers examples with Intel optimizations such as Bfloat16 for training/fine-tuning acceleration and 8-bit... | diffusers/examples/research_projects/intel_opts/README.md/0 | {
"file_path": "diffusers/examples/research_projects/intel_opts/README.md",
"repo_id": "diffusers",
"token_count": 524
} | 127 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2025 Sana-Sprint team. All rights reserved.
# 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 ... | diffusers/examples/research_projects/sana/train_sana_sprint_diffusers.py/0 | {
"file_path": "diffusers/examples/research_projects/sana/train_sana_sprint_diffusers.py",
"repo_id": "diffusers",
"token_count": 33634
} | 128 |
import time
import jax
import jax.numpy as jnp
import numpy as np
from flax.jax_utils import replicate
from jax import pmap
# Let's cache the model compilation, so that it doesn't take as long the next time around.
from jax.experimental.compilation_cache import compilation_cache as cc
from diffusers import FlaxStabl... | diffusers/examples/research_projects/sdxl_flax/sdxl_single_aot.py/0 | {
"file_path": "diffusers/examples/research_projects/sdxl_flax/sdxl_single_aot.py",
"repo_id": "diffusers",
"token_count": 1963
} | 129 |
import copy
import inspect
from typing import Any, List, Optional, Union
import torch
class BaseAsyncScheduler:
def __init__(self, scheduler: Any):
self.scheduler = scheduler
def __getattr__(self, name: str):
if hasattr(self.scheduler, name):
return getattr(self.scheduler, name)
... | diffusers/examples/server-async/utils/scheduler.py/0 | {
"file_path": "diffusers/examples/server-async/utils/scheduler.py",
"repo_id": "diffusers",
"token_count": 2688
} | 130 |
import argparse
import torch
from safetensors.torch import load_file
from diffusers import MotionAdapter
def convert_motion_module(original_state_dict):
converted_state_dict = {}
for k, v in original_state_dict.items():
if "pos_encoder" in k:
continue
else:
converted... | diffusers/scripts/convert_animatediff_motion_module_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_animatediff_motion_module_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 873
} | 131 |
# Script for converting a HF Diffusers saved pipeline to a Stable Diffusion checkpoint.
# *Only* converts the UNet, VAE, and Text Encoder.
# Does not convert optimizer state or any other thing.
import argparse
import os.path as osp
import re
import torch
from safetensors.torch import load_file, save_file
# ========... | diffusers/scripts/convert_diffusers_to_original_sdxl.py/0 | {
"file_path": "diffusers/scripts/convert_diffusers_to_original_sdxl.py",
"repo_id": "diffusers",
"token_count": 6297
} | 132 |
# coding=utf-8
# Copyright 2024, Haofan Wang, Qixun Wang, All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless re... | diffusers/scripts/convert_lora_safetensor_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_lora_safetensor_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 2130
} | 133 |
import argparse
import os
import torch
from transformers import T5EncoderModel, T5Tokenizer
from diffusers import AutoencoderKL, DPMSolverMultistepScheduler, PixArtSigmaPipeline, Transformer2DModel
ckpt_id = "PixArt-alpha"
# https://github.com/PixArt-alpha/PixArt-sigma/blob/dd087141864e30ec44f12cb7448dd654be065e88/... | diffusers/scripts/convert_pixart_sigma_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_pixart_sigma_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 4764
} | 134 |
# Convert the original UniDiffuser checkpoints into diffusers equivalents.
import argparse
from argparse import Namespace
import torch
from transformers import (
CLIPImageProcessor,
CLIPTextConfig,
CLIPTextModel,
CLIPTokenizer,
CLIPVisionConfig,
CLIPVisionModelWithProjection,
GPT2Tokenizer... | diffusers/scripts/convert_unidiffuser_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_unidiffuser_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 13871
} | 135 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/commands/env.py/0 | {
"file_path": "diffusers/src/diffusers/commands/env.py",
"repo_id": "diffusers",
"token_count": 2858
} | 136 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/guiders/perturbed_attention_guidance.py/0 | {
"file_path": "diffusers/src/diffusers/guiders/perturbed_attention_guidance.py",
"repo_id": "diffusers",
"token_count": 5299
} | 137 |
# 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/hooks/utils.py/0 | {
"file_path": "diffusers/src/diffusers/hooks/utils.py",
"repo_id": "diffusers",
"token_count": 617
} | 138 |
# 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/loaders/utils.py/0 | {
"file_path": "diffusers/src/diffusers/loaders/utils.py",
"repo_id": "diffusers",
"token_count": 1031
} | 139 |
# 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/models/autoencoders/autoencoder_kl_cogvideox.py/0 | {
"file_path": "diffusers/src/diffusers/models/autoencoders/autoencoder_kl_cogvideox.py",
"repo_id": "diffusers",
"token_count": 28371
} | 140 |
# Copyright 2025 Black Forest Labs, The HuggingFace Team and The InstantX Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LIC... | diffusers/src/diffusers/models/controlnet_flux.py/0 | {
"file_path": "diffusers/src/diffusers/models/controlnet_flux.py",
"repo_id": "diffusers",
"token_count": 1280
} | 141 |
# 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/downsampling.py/0 | {
"file_path": "diffusers/src/diffusers/models/downsampling.py",
"repo_id": "diffusers",
"token_count": 7039
} | 142 |
# Copyright 2025 ConsisID Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | diffusers/src/diffusers/models/transformers/consisid_transformer_3d.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/consisid_transformer_3d.py",
"repo_id": "diffusers",
"token_count": 15882
} | 143 |
# Copyright 2025 The CogView 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.org/l... | diffusers/src/diffusers/models/transformers/transformer_cogview4.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/transformer_cogview4.py",
"repo_id": "diffusers",
"token_count": 15962
} | 144 |
# Copyright 2025 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/LICENSE-2.0
#
# Unless requ... | diffusers/src/diffusers/models/transformers/transformer_wan_vace.py/0 | {
"file_path": "diffusers/src/diffusers/models/transformers/transformer_wan_vace.py",
"repo_id": "diffusers",
"token_count": 7451
} | 145 |
# 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/models/unets/uvit_2d.py/0 | {
"file_path": "diffusers/src/diffusers/models/unets/uvit_2d.py",
"repo_id": "diffusers",
"token_count": 8249
} | 146 |
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 is... | diffusers/src/diffusers/modular_pipelines/qwenimage/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/modular_pipelines/qwenimage/__init__.py",
"repo_id": "diffusers",
"token_count": 1060
} | 147 |
# 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/before_denoise.py/0 | {
"file_path": "diffusers/src/diffusers/modular_pipelines/wan/before_denoise.py",
"repo_id": "diffusers",
"token_count": 6575
} | 148 |
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 = {"pipeline_output": ["AnimateDiffPipelineOutput"]}
try... | diffusers/src/diffusers/pipelines/animatediff/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/animatediff/__init__.py",
"repo_id": "diffusers",
"token_count": 880
} | 149 |
from dataclasses import dataclass
from typing import List, Optional, Union
import numpy as np
import PIL
from PIL import Image
from ...utils import OptionalDependencyNotAvailable, is_torch_available, is_transformers_available
try:
if not (is_transformers_available() and is_torch_available()):
raise Opti... | diffusers/src/diffusers/pipelines/blip_diffusion/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/blip_diffusion/__init__.py",
"repo_id": "diffusers",
"token_count": 219
} | 150 |
from ...models.controlnets.multicontrolnet import MultiControlNetModel
from ...utils import deprecate, logging
logger = logging.get_logger(__name__)
class MultiControlNetModel(MultiControlNetModel):
def __init__(self, *args, **kwargs):
deprecation_message = "Importing `MultiControlNetModel` from `diffus... | diffusers/src/diffusers/pipelines/controlnet/multicontrolnet.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/controlnet/multicontrolnet.py",
"repo_id": "diffusers",
"token_count": 217
} | 151 |
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 = {
"timesteps": [
"fast27_timesteps",
... | diffusers/src/diffusers/pipelines/deepfloyd_if/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deepfloyd_if/__init__.py",
"repo_id": "diffusers",
"token_count": 1266
} | 152 |
# Copyright 2022 The Music Spectrogram Diffusion Authors.
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache... | diffusers/src/diffusers/pipelines/deprecated/spectrogram_diffusion/notes_encoder.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/spectrogram_diffusion/notes_encoder.py",
"repo_id": "diffusers",
"token_count": 1254
} | 153 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | diffusers/src/diffusers/pipelines/deprecated/versatile_diffusion/pipeline_versatile_diffusion_text_to_image.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/deprecated/versatile_diffusion/pipeline_versatile_diffusion_text_to_image.py",
"repo_id": "diffusers",
"token_count": 9883
} | 154 |
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 is... | diffusers/src/diffusers/pipelines/kandinsky2_2/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/kandinsky2_2/__init__.py",
"repo_id": "diffusers",
"token_count": 1190
} | 155 |
# 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/modeling_latent_upsampler.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/ltx/modeling_latent_upsampler.py",
"repo_id": "diffusers",
"token_count": 3401
} | 156 |
# 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/src/diffusers/pipelines/marigold/pipeline_marigold_intrinsics.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/marigold/pipeline_marigold_intrinsics.py",
"repo_id": "diffusers",
"token_count": 15054
} | 157 |
# Copyright 2025 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": 18168
} | 158 |
from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_flax_available,
is_k_diffusion_available,
is_k_diffusion_version,
is_onnx_available,
is_torch_available,
is_transformers_availa... | diffusers/src/diffusers/pipelines/stable_diffusion/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion/__init__.py",
"repo_id": "diffusers",
"token_count": 3484
} | 159 |
# Copyright 2025 DiffEdit Authors and Pix2Pix Zero 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/license... | diffusers/src/diffusers/pipelines/stable_diffusion_diffedit/pipeline_stable_diffusion_diffedit.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/stable_diffusion_diffedit/pipeline_stable_diffusion_diffedit.py",
"repo_id": "diffusers",
"token_count": 34433
} | 160 |
# 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/text_to_video_synthesis/pipeline_text_to_video_synth.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_synth.py",
"repo_id": "diffusers",
"token_count": 14044
} | 161 |
# Copyright 2025 VisualCloze 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/pipelines/visualcloze/visualcloze_utils.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/visualcloze/visualcloze_utils.py",
"repo_id": "diffusers",
"token_count": 4861
} | 162 |
# Copyright 2025 Google Brain and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requ... | diffusers/src/diffusers/schedulers/scheduling_sde_ve.py/0 | {
"file_path": "diffusers/src/diffusers/schedulers/scheduling_sde_ve.py",
"repo_id": "diffusers",
"token_count": 5379
} | 163 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class FlaxControlNetModel(metaclass=DummyObject):
_backends = ["flax"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["flax"])
@classmethod
def from_c... | diffusers/src/diffusers/utils/dummy_flax_objects.py/0 | {
"file_path": "diffusers/src/diffusers/utils/dummy_flax_objects.py",
"repo_id": "diffusers",
"token_count": 2343
} | 164 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class SpectrogramDiffusionPipeline(metaclass=DummyObject):
_backends = ["transformers", "torch", "note_seq"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["tr... | diffusers/src/diffusers/utils/dummy_transformers_and_torch_and_note_seq_objects.py/0 | {
"file_path": "diffusers/src/diffusers/utils/dummy_transformers_and_torch_and_note_seq_objects.py",
"repo_id": "diffusers",
"token_count": 236
} | 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/utils/torch_utils.py/0 | {
"file_path": "diffusers/src/diffusers/utils/torch_utils.py",
"repo_id": "diffusers",
"token_count": 4811
} | 166 |
# 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/lora/test_lora_layers_flux.py/0 | {
"file_path": "diffusers/tests/lora/test_lora_layers_flux.py",
"repo_id": "diffusers",
"token_count": 21405
} | 167 |
# 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/models/autoencoders/test_models_autoencoder_cosmos.py/0 | {
"file_path": "diffusers/tests/models/autoencoders/test_models_autoencoder_cosmos.py",
"repo_id": "diffusers",
"token_count": 1125
} | 168 |
import tempfile
import unittest
import numpy as np
import pytest
import torch
from diffusers import DiffusionPipeline
from diffusers.models.attention_processor import Attention, AttnAddedKVProcessor
from ..testing_utils import torch_device
class AttnAddedKVProcessorTests(unittest.TestCase):
def get_constructor... | diffusers/tests/models/test_attention_processor.py/0 | {
"file_path": "diffusers/tests/models/test_attention_processor.py",
"repo_id": "diffusers",
"token_count": 2016
} | 169 |
# 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/models/transformers/test_models_transformer_cosmos.py/0 | {
"file_path": "diffusers/tests/models/transformers/test_models_transformer_cosmos.py",
"repo_id": "diffusers",
"token_count": 2342
} | 170 |
import gc
import tempfile
import unittest
from typing import Callable, Union
import numpy as np
import torch
import diffusers
from diffusers import ComponentsManager, ModularPipeline, ModularPipelineBlocks
from diffusers.utils import logging
from ..testing_utils import (
backend_empty_cache,
numpy_cosine_sim... | diffusers/tests/modular_pipelines/test_modular_pipelines_common.py/0 | {
"file_path": "diffusers/tests/modular_pipelines/test_modular_pipelines_common.py",
"repo_id": "diffusers",
"token_count": 5866
} | 171 |
# 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/allegro/test_allegro.py/0 | {
"file_path": "diffusers/tests/pipelines/allegro/test_allegro.py",
"repo_id": "diffusers",
"token_count": 6167
} | 172 |
# 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_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/controlnet/test_controlnet_img2img.py",
"repo_id": "diffusers",
"token_count": 7945
} | 173 |
# 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/dit/test_dit.py/0 | {
"file_path": "diffusers/tests/pipelines/dit/test_dit.py",
"repo_id": "diffusers",
"token_count": 2484
} | 174 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/pipelines/pag/test_pag_hunyuan_dit.py/0 | {
"file_path": "diffusers/tests/pipelines/pag/test_pag_hunyuan_dit.py",
"repo_id": "diffusers",
"token_count": 6507
} | 175 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/pipelines/pixart_sigma/test_pixart.py/0 | {
"file_path": "diffusers/tests/pipelines/pixart_sigma/test_pixart.py",
"repo_id": "diffusers",
"token_count": 6926
} | 176 |
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | diffusers/tests/pipelines/shap_e/test_shap_e.py/0 | {
"file_path": "diffusers/tests/pipelines/shap_e/test_shap_e.py",
"repo_id": "diffusers",
"token_count": 3833
} | 177 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | diffusers/tests/pipelines/stable_diffusion/test_onnx_stable_diffusion_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion/test_onnx_stable_diffusion_img2img.py",
"repo_id": "diffusers",
"token_count": 4274
} | 178 |
import gc
import random
import unittest
import numpy as np
import torch
from transformers import AutoTokenizer, CLIPTextConfig, CLIPTextModelWithProjection, CLIPTokenizer, T5EncoderModel
from diffusers import (
AutoencoderKL,
FlowMatchEulerDiscreteScheduler,
SD3Transformer2DModel,
StableDiffusion3Img2... | 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": 3866
} | 179 |
import gc
import random
import tempfile
import unittest
import numpy as np
import torch
from transformers import (
CLIPImageProcessor,
CLIPVisionConfig,
CLIPVisionModelWithProjection,
)
import diffusers
from diffusers import (
AutoencoderKLTemporalDecoder,
EulerDiscreteScheduler,
StableVideoDi... | diffusers/tests/pipelines/stable_video_diffusion/test_stable_video_diffusion.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_video_diffusion/test_stable_video_diffusion.py",
"repo_id": "diffusers",
"token_count": 9632
} | 180 |
# 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/wan/test_wan_video_to_video.py/0 | {
"file_path": "diffusers/tests/pipelines/wan/test_wan_video_to_video.py",
"repo_id": "diffusers",
"token_count": 2250
} | 181 |
# 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... | diffusers/tests/quantization/torchao/test_torchao.py/0 | {
"file_path": "diffusers/tests/quantization/torchao/test_torchao.py",
"repo_id": "diffusers",
"token_count": 19316
} | 182 |
import tempfile
import unittest
import torch
from diffusers import (
DEISMultistepScheduler,
DPMSolverMultistepScheduler,
DPMSolverSinglestepScheduler,
UniPCMultistepScheduler,
)
from .test_schedulers import SchedulerCommonTest
class DPMSolverSinglestepSchedulerTest(SchedulerCommonTest):
schedu... | diffusers/tests/schedulers/test_scheduler_dpm_single.py/0 | {
"file_path": "diffusers/tests/schedulers/test_scheduler_dpm_single.py",
"repo_id": "diffusers",
"token_count": 7205
} | 183 |
import tempfile
import torch
from diffusers import (
DEISMultistepScheduler,
DPMSolverMultistepScheduler,
DPMSolverSinglestepScheduler,
UniPCMultistepScheduler,
)
from .test_schedulers import SchedulerCommonTest
class UniPCMultistepSchedulerTest(SchedulerCommonTest):
scheduler_classes = (UniPCM... | diffusers/tests/schedulers/test_scheduler_unipc.py/0 | {
"file_path": "diffusers/tests/schedulers/test_scheduler_unipc.py",
"repo_id": "diffusers",
"token_count": 7568
} | 184 |
import gc
import tempfile
import unittest
import torch
from diffusers import ControlNetModel, StableDiffusionControlNetInpaintPipeline
from diffusers.loaders.single_file_utils import _extract_repo_id_and_weights_name
from diffusers.utils import load_image
from ..testing_utils import (
backend_empty_cache,
en... | diffusers/tests/single_file/test_stable_diffusion_controlnet_inpaint_single_file.py/0 | {
"file_path": "diffusers/tests/single_file/test_stable_diffusion_controlnet_inpaint_single_file.py",
"repo_id": "diffusers",
"token_count": 3687
} | 185 |
# 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_inits.py/0 | {
"file_path": "diffusers/utils/check_inits.py",
"repo_id": "diffusers",
"token_count": 5410
} | 186 |
# 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
} | 187 |
include src/lerobot/templates/lerobot_modelcard_template.md
include src/lerobot/datasets/card_template.md
| lerobot/MANIFEST.in/0 | {
"file_path": "lerobot/MANIFEST.in",
"repo_id": "lerobot",
"token_count": 38
} | 188 |
# Debug Your Processor Pipeline
Processor pipelines can be complex, especially when chaining multiple transformation steps.
Unlike simple function calls, pipelines lack natural observability, you can't easily see what happens
between each step or where things go wrong.
This guide provides debugging tools and technique... | lerobot/docs/source/debug_processor_pipeline.mdx/0 | {
"file_path": "lerobot/docs/source/debug_processor_pipeline.mdx",
"repo_id": "lerobot",
"token_count": 3783
} | 189 |
# 🤗 LeRobot Notebooks
This repository contains example notebooks for using LeRobot. These notebooks demonstrate how to train policies on real or simulation datasets using standardized policies.
---
### Training ACT
[ACT](https://huggingface.co/papers/2304.13705) (Action Chunking Transformer) is a transformer-based... | lerobot/docs/source/notebooks.mdx/0 | {
"file_path": "lerobot/docs/source/notebooks.mdx",
"repo_id": "lerobot",
"token_count": 1126
} | 190 |
# !/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/evaluate.py/0 | {
"file_path": "lerobot/examples/lekiwi/evaluate.py",
"repo_id": "lerobot",
"token_count": 1802
} | 191 |
# !/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/so100_to_so100_EE/teleoperate.py/0 | {
"file_path": "lerobot/examples/so100_to_so100_EE/teleoperate.py",
"repo_id": "lerobot",
"token_count": 1709
} | 192 |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | lerobot/src/lerobot/cameras/reachy2_camera/configuration_reachy2_camera.py/0 | {
"file_path": "lerobot/src/lerobot/cameras/reachy2_camera/configuration_reachy2_camera.py",
"repo_id": "lerobot",
"token_count": 1138
} | 193 |
#!/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/factory.py/0 | {
"file_path": "lerobot/src/lerobot/datasets/factory.py",
"repo_id": "lerobot",
"token_count": 2278
} | 194 |
#!/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/envs/utils.py/0 | {
"file_path": "lerobot/src/lerobot/envs/utils.py",
"repo_id": "lerobot",
"token_count": 3011
} | 195 |
# 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/policies/__init__.py/0 | {
"file_path": "lerobot/src/lerobot/policies/__init__.py",
"repo_id": "lerobot",
"token_count": 397
} | 196 |
#!/usr/bin/env python
# Copyright 2025 Physical Intelligence 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... | lerobot/src/lerobot/policies/pi0/modeling_pi0.py/0 | {
"file_path": "lerobot/src/lerobot/policies/pi0/modeling_pi0.py",
"repo_id": "lerobot",
"token_count": 11862
} | 197 |
#!/usr/bin/env python
# Copyright 2025 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
#
# Unle... | lerobot/src/lerobot/policies/smolvla/processor_smolvla.py/0 | {
"file_path": "lerobot/src/lerobot/policies/smolvla/processor_smolvla.py",
"repo_id": "lerobot",
"token_count": 1981
} | 198 |
#!/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/delta_action_processor.py/0 | {
"file_path": "lerobot/src/lerobot/processor/delta_action_processor.py",
"repo_id": "lerobot",
"token_count": 2203
} | 199 |
# !/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/eval_policy.py/0 | {
"file_path": "lerobot/src/lerobot/rl/eval_policy.py",
"repo_id": "lerobot",
"token_count": 903
} | 200 |
#!/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/robots/hope_jr/hope_jr_hand.py/0 | {
"file_path": "lerobot/src/lerobot/robots/hope_jr/hope_jr_hand.py",
"repo_id": "lerobot",
"token_count": 3308
} | 201 |
# 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/robots/viperx/viperx.py/0 | {
"file_path": "lerobot/src/lerobot/robots/viperx/viperx.py",
"repo_id": "lerobot",
"token_count": 4042
} | 202 |
#!/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/teleoperators/bi_so100_leader/bi_so100_leader.py/0 | {
"file_path": "lerobot/src/lerobot/teleoperators/bi_so100_leader/bi_so100_leader.py",
"repo_id": "lerobot",
"token_count": 1658
} | 203 |
#!/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/teleoperators/koch_leader/config_koch_leader.py/0 | {
"file_path": "lerobot/src/lerobot/teleoperators/koch_leader/config_koch_leader.py",
"repo_id": "lerobot",
"token_count": 301
} | 204 |
#!/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/import_utils.py/0 | {
"file_path": "lerobot/src/lerobot/utils/import_utils.py",
"repo_id": "lerobot",
"token_count": 1054
} | 205 |
version https://git-lfs.github.com/spec/v1
oid sha256:6bdf22208d49cd36d24bc844d4d8bda5e321eafe39d2b470e4fc95c7812fdb24
size 3687117
| lerobot/tests/artifacts/datasets/lerobot/aloha_sim_insertion_human/frame_0.safetensors/0 | {
"file_path": "lerobot/tests/artifacts/datasets/lerobot/aloha_sim_insertion_human/frame_0.safetensors",
"repo_id": "lerobot",
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"file_path": "lerobot/tests/artifacts/datasets/lerobot/xarm_lift_medium/frame_23.safetensors",
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"repo_id": "lerobot",
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} | 208 |
#!/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/cameras/test_reachy2_camera.py/0 | {
"file_path": "lerobot/tests/cameras/test_reachy2_camera.py",
"repo_id": "lerobot",
"token_count": 1906
} | 209 |
# 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/constants.py/0 | {
"file_path": "lerobot/tests/fixtures/constants.py",
"repo_id": "lerobot",
"token_count": 640
} | 210 |
import sys
import types
from unittest.mock import MagicMock
def _install_reachy2_sdk_stub():
sdk = types.ModuleType("reachy2_sdk")
sdk.__path__ = []
sdk.ReachySDK = MagicMock(name="ReachySDK")
media = types.ModuleType("reachy2_sdk.media")
media.__path__ = []
camera = types.ModuleType("reachy2... | lerobot/tests/plugins/reachy2_sdk.py/0 | {
"file_path": "lerobot/tests/plugins/reachy2_sdk.py",
"repo_id": "lerobot",
"token_count": 370
} | 211 |
#!/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_pipeline.py/0 | {
"file_path": "lerobot/tests/processor/test_pipeline.py",
"repo_id": "lerobot",
"token_count": 31031
} | 212 |
#!/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/test_available.py/0 | {
"file_path": "lerobot/tests/test_available.py",
"repo_id": "lerobot",
"token_count": 766
} | 213 |
# Config for 1 node of 8 H100s with DeepSpeed ZeRO-3
# Model arguments
model_name_or_path: Qwen/Qwen2.5-Coder-7B-Instruct
model_revision: main
torch_dtype: bfloat16
attn_implementation: flash_attention_2
# Data training arguments
dataset_name: open-r1/codeforces-cots
dataset_config: solutions_decontaminated
dataset_nu... | open-r1/recipes/OlympicCoder-7B/sft/config_v00.00.yaml/0 | {
"file_path": "open-r1/recipes/OlympicCoder-7B/sft/config_v00.00.yaml",
"repo_id": "open-r1",
"token_count": 428
} | 214 |
# 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/e2b_router.py/0 | {
"file_path": "open-r1/scripts/e2b_router.py",
"repo_id": "open-r1",
"token_count": 2427
} | 215 |
#!/bin/bash
#SBATCH --job-name=deepseek-r1-generation
#SBATCH --partition=hopper-prod
#SBATCH --qos=normal
#SBATCH --nodes=2
#SBATCH --exclusive
#SBATCH --gpus-per-node=8
#SBATCH --output=./logs/%x-%j.out
#SBATCH --error=./logs/%x-%j.err
#SBATCH --time=04-00:00:00
# Parse command line arguments
while [[ $# -gt 0 ]]; d... | open-r1/slurm/generate.slurm/0 | {
"file_path": "open-r1/slurm/generate.slurm",
"repo_id": "open-r1",
"token_count": 3431
} | 216 |
# 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/src/open_r1/utils/code_providers.py/0 | {
"file_path": "open-r1/src/open_r1/utils/code_providers.py",
"repo_id": "open-r1",
"token_count": 6087
} | 217 |
import os
def init_wandb_training(training_args):
"""
Helper function for setting up Weights & Biases logging tools.
"""
if training_args.wandb_entity is not None:
os.environ["WANDB_ENTITY"] = training_args.wandb_entity
if training_args.wandb_project is not None:
os.environ["WANDB_... | open-r1/src/open_r1/utils/wandb_logging.py/0 | {
"file_path": "open-r1/src/open_r1/utils/wandb_logging.py",
"repo_id": "open-r1",
"token_count": 196
} | 218 |
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