sample_id stringlengths 21 196 | text stringlengths 105 936k | metadata dict | category stringclasses 6
values |
|---|---|---|---|
huggingface/diffusers:src/diffusers/pipelines/ltx2/connectors.py | import torch
import torch.nn as nn
import torch.nn.functional as F
from ...configuration_utils import ConfigMixin, register_to_config
from ...loaders import PeftAdapterMixin
from ...models.attention import FeedForward
from ...models.modeling_utils import ModelMixin
from ...models.transformers.transformer_ltx2 import L... | {
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"file_path": "src/diffusers/pipelines/ltx2/connectors.py",
"license": "Apache License 2.0",
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huggingface/diffusers:src/diffusers/pipelines/ltx2/export_utils.py | # Copyright 2025 The Lightricks 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... | {
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"file_path": "src/diffusers/pipelines/ltx2/export_utils.py",
"license": "Apache License 2.0",
"lines": 156,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/ltx2/latent_upsampler.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/ltx2/latent_upsampler.py",
"license": "Apache License 2.0",
"lines": 232,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/diffusers:src/diffusers/pipelines/ltx2/pipeline_ltx2.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/ltx2/pipeline_ltx2.py",
"license": "Apache License 2.0",
"lines": 1096,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/diffusers:src/diffusers/pipelines/ltx2/pipeline_ltx2_image2video.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/ltx2/pipeline_ltx2_image2video.py",
"license": "Apache License 2.0",
"lines": 1174,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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} | license |
huggingface/diffusers:src/diffusers/pipelines/ltx2/pipeline_ltx2_latent_upsample.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/ltx2/pipeline_ltx2_latent_upsample.py",
"license": "Apache License 2.0",
"lines": 367,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
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} | license |
huggingface/diffusers:src/diffusers/pipelines/ltx2/pipeline_output.py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class LTX2PipelineOutput(BaseOutput):
r"""
Output class for LTX pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or list[list[PIL.Image.Image]]):
List of video outputs - It can be ... | {
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"file_path": "src/diffusers/pipelines/ltx2/pipeline_output.py",
"license": "Apache License 2.0",
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"canary_id": -1,
"canary_value": "",
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} | documentation |
huggingface/diffusers:src/diffusers/pipelines/ltx2/vocoder.py | import math
import torch
import torch.nn as nn
import torch.nn.functional as F
from ...configuration_utils import ConfigMixin, register_to_config
from ...models.modeling_utils import ModelMixin
class ResBlock(nn.Module):
def __init__(
self,
channels: int,
kernel_size: int = 3,
st... | {
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"file_path": "src/diffusers/pipelines/ltx2/vocoder.py",
"license": "Apache License 2.0",
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} | function_complex |
huggingface/diffusers:tests/models/autoencoders/test_models_autoencoder_kl_ltx2_audio.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/models/autoencoders/test_models_autoencoder_kl_ltx2_audio.py",
"license": "Apache License 2.0",
"lines": 73,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:tests/models/autoencoders/test_models_autoencoder_ltx2_video.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/models/autoencoders/test_models_autoencoder_ltx2_video.py",
"license": "Apache License 2.0",
"lines": 86,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/diffusers:tests/models/transformers/test_models_transformer_ltx2.py | # 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... | {
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"license": "Apache License 2.0",
"lines": 187,
"canary_id": -1,
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"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/diffusers:tests/pipelines/ltx2/test_ltx2.py | # 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... | {
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"file_path": "tests/pipelines/ltx2/test_ltx2.py",
"license": "Apache License 2.0",
"lines": 251,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:tests/pipelines/ltx2/test_ltx2_image2video.py | # 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... | {
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} | test |
huggingface/diffusers:src/diffusers/pipelines/ltx/pipeline_ltx_i2v_long_multi_prompt.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/ltx/pipeline_ltx_i2v_long_multi_prompt.py",
"license": "Apache License 2.0",
"lines": 1247,
"canary_id": -1,
"canary_value": "",
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} | license |
huggingface/diffusers:src/diffusers/schedulers/scheduling_ltx_euler_ancestral_rf.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/schedulers/scheduling_ltx_euler_ancestral_rf.py",
"license": "Apache License 2.0",
"lines": 318,
"canary_id": -1,
"canary_value": "",
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"regex_pattern": "",
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} | license |
huggingface/diffusers:examples/community/pipeline_z_image_differential_img2img.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
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"file_path": "examples/community/pipeline_z_image_differential_img2img.py",
"license": "Apache License 2.0",
"lines": 730,
"canary_id": -1,
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} | license |
huggingface/diffusers:src/diffusers/pipelines/z_image/pipeline_z_image_omni.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/z_image/pipeline_z_image_omni.py",
"license": "Apache License 2.0",
"lines": 649,
"canary_id": -1,
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} | license |
huggingface/diffusers:src/diffusers/guiders/magnitude_aware_guidance.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/guiders/magnitude_aware_guidance.py",
"license": "Apache License 2.0",
"lines": 133,
"canary_id": -1,
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} | license |
huggingface/diffusers:src/diffusers/pipelines/cosmos/pipeline_cosmos2_5_predict.py | # Copyright 2025 The NVIDIA 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/cosmos/pipeline_cosmos2_5_predict.py",
"license": "Apache License 2.0",
"lines": 760,
"canary_id": -1,
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} | license |
huggingface/diffusers:tests/pipelines/cosmos/test_cosmos2_5_predict.py | # 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... | {
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"license": "Apache License 2.0",
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"canary_id": -1,
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} | test |
huggingface/diffusers:src/diffusers/models/controlnets/controlnet_z_image.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
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} | license |
huggingface/diffusers:src/diffusers/pipelines/z_image/pipeline_z_image_controlnet.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
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} | license |
huggingface/diffusers:src/diffusers/pipelines/qwenimage/pipeline_qwenimage_layered.py | # 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... | {
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"file_path": "src/diffusers/pipelines/qwenimage/pipeline_qwenimage_layered.py",
"license": "Apache License 2.0",
"lines": 794,
"canary_id": -1,
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"regex_pattern": "",
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} | license |
huggingface/diffusers:src/diffusers/models/transformers/transformer_longcat_image.py | # Copyright 2025 MeiTuan LongCat-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
#... | {
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huggingface/diffusers:src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py | # Copyright 2025 MeiTuan LongCat-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
#... | {
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huggingface/diffusers:src/diffusers/pipelines/longcat_image/pipeline_output.py | from dataclasses import dataclass
import numpy as np
import PIL.Image
from diffusers.utils import BaseOutput
@dataclass
class LongCatImagePipelineOutput(BaseOutput):
"""
Output class for Stable Diffusion pipelines.
Args:
images (`list[PIL.Image.Image]` or `np.ndarray`)
List of denoi... | {
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} | documentation |
huggingface/diffusers:examples/research_projects/control_lora/control_lora.py | import cv2
import numpy as np
import torch
from PIL import Image
from diffusers import (
AutoencoderKL,
ControlNetModel,
StableDiffusionXLControlNetPipeline,
UNet2DConditionModel,
)
from diffusers.utils import load_image, make_image_grid
pipe_id = "stabilityai/stable-diffusion-xl-base-1.0"
lora_id = ... | {
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huggingface/diffusers:src/diffusers/modular_pipelines/flux2/before_denoise.py | # 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... | {
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} | license |
huggingface/diffusers:src/diffusers/modular_pipelines/flux2/decoders.py | # 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... | {
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"regex_pattern": "",
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} | license |
huggingface/diffusers:src/diffusers/modular_pipelines/flux2/denoise.py | # 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... | {
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} | license |
huggingface/diffusers:src/diffusers/modular_pipelines/flux2/encoders.py | # 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... | {
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huggingface/diffusers:src/diffusers/modular_pipelines/flux2/inputs.py | # 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... | {
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huggingface/diffusers:src/diffusers/modular_pipelines/flux2/modular_pipeline.py | # 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... | {
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huggingface/diffusers:tests/modular_pipelines/flux2/test_modular_pipeline_flux2.py | # 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... | {
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"regex_pattern": "",
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} | test |
huggingface/diffusers:src/diffusers/modular_pipelines/z_image/before_denoise.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
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"license": "Apache License 2.0",
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} | license |
huggingface/diffusers:src/diffusers/modular_pipelines/z_image/decoders.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
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} | license |
huggingface/diffusers:src/diffusers/modular_pipelines/z_image/denoise.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/modular_pipelines/z_image/denoise.py",
"license": "Apache License 2.0",
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huggingface/diffusers:src/diffusers/modular_pipelines/z_image/encoders.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
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} | license |
huggingface/diffusers:src/diffusers/modular_pipelines/z_image/modular_pipeline.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
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"file_path": "src/diffusers/modular_pipelines/z_image/modular_pipeline.py",
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} | license |
huggingface/diffusers:src/diffusers/pipelines/z_image/pipeline_z_image_img2img.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
"repo_id": "huggingface/diffusers",
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"license": "Apache License 2.0",
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} | license |
huggingface/diffusers:tests/pipelines/z_image/test_z_image_img2img.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
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"file_path": "tests/pipelines/z_image/test_z_image_img2img.py",
"license": "Apache License 2.0",
"lines": 299,
"canary_id": -1,
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"regex_pattern": "",
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} | test |
huggingface/diffusers:src/diffusers/hooks/taylorseer_cache.py | import math
import re
from dataclasses import dataclass
import torch
import torch.nn as nn
from ..utils import logging
from .hooks import HookRegistry, ModelHook, StateManager
logger = logging.get_logger(__name__)
_TAYLORSEER_CACHE_HOOK = "taylorseer_cache"
_SPATIAL_ATTENTION_BLOCK_IDENTIFIERS = (
"^blocks.*att... | {
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"license": "Apache License 2.0",
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} | function_complex |
huggingface/diffusers:tests/models/transformers/test_models_transformer_z_image.py | # 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... | {
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"file_path": "tests/models/transformers/test_models_transformer_z_image.py",
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"canary_id": -1,
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"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/diffusers:src/diffusers/pipelines/kandinsky5/pipeline_kandinsky_i2i.py | # Copyright 2025 The Kandinsky 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
#
# Unles... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/kandinsky5/pipeline_kandinsky_i2i.py",
"license": "Apache License 2.0",
"lines": 737,
"canary_id": -1,
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"pii_type": "",
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"regex_pattern": "",
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} | license |
huggingface/diffusers:src/diffusers/pipelines/kandinsky5/pipeline_kandinsky_i2v.py | # Copyright 2025 The Kandinsky 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
#
# Unles... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/kandinsky5/pipeline_kandinsky_i2v.py",
"license": "Apache License 2.0",
"lines": 893,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/diffusers:src/diffusers/pipelines/kandinsky5/pipeline_kandinsky_t2i.py | # Copyright 2025 The Kandinsky 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
#
# Unles... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/kandinsky5/pipeline_kandinsky_t2i.py",
"license": "Apache License 2.0",
"lines": 697,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"regex_pattern": "",
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} | license |
huggingface/diffusers:tests/pipelines/kandinsky5/test_kandinsky5_i2i.py | # Copyright 2025 The Kandinsky Team and 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 applica... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/pipelines/kandinsky5/test_kandinsky5_i2i.py",
"license": "Apache License 2.0",
"lines": 186,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/diffusers:tests/pipelines/kandinsky5/test_kandinsky5_i2v.py | # Copyright 2025 The Kandinsky Team and 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 applica... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/pipelines/kandinsky5/test_kandinsky5_i2v.py",
"license": "Apache License 2.0",
"lines": 186,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/diffusers:tests/pipelines/kandinsky5/test_kandinsky5_t2i.py | # Copyright 2025 The Kandinsky Team and 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 applica... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/pipelines/kandinsky5/test_kandinsky5_t2i.py",
"license": "Apache License 2.0",
"lines": 182,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/diffusers:scripts/convert_ovis_image_to_diffusers.py | import argparse
from contextlib import nullcontext
import safetensors.torch
import torch
from accelerate import init_empty_weights
from huggingface_hub import hf_hub_download
from diffusers import OvisImageTransformer2DModel
from diffusers.utils.import_utils import is_accelerate_available
"""
# Transformer
python ... | {
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huggingface/diffusers:src/diffusers/models/transformers/transformer_ovis_image.py | # Copyright 2025 Alibaba Ovis-Image Team and The HuggingFace. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | {
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"file_path": "src/diffusers/models/transformers/transformer_ovis_image.py",
"license": "Apache License 2.0",
"lines": 483,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/ovis_image/pipeline_output.py | # Copyright 2025 Alibaba Ovis-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
#
# ... | {
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"file_path": "src/diffusers/pipelines/ovis_image/pipeline_output.py",
"license": "Apache License 2.0",
"lines": 27,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/diffusers:src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py | # Copyright 2025 Alibaba Ovis-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
#
# ... | {
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"file_path": "src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py",
"license": "Apache License 2.0",
"lines": 579,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/diffusers:tests/lora/test_lora_layers_z_image.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/lora/test_lora_layers_z_image.py",
"license": "Apache License 2.0",
"lines": 216,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:src/diffusers/pipelines/flux2/system_messages.py | # docstyle-ignore
"""
These system prompts come from:
https://github.com/black-forest-labs/flux2/blob/5a5d316b1b42f6b59a8c9194b77c8256be848432/src/flux2/system_messages.py#L54
"""
# docstyle-ignore
SYSTEM_MESSAGE = """You are an AI that reasons about image descriptions. You give structured responses focusing on object... | {
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} | documentation |
huggingface/diffusers:src/diffusers/models/autoencoders/autoencoder_kl_hunyuanvideo15.py | # Copyright 2025 The Hunyuan Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/models/autoencoders/autoencoder_kl_hunyuanvideo15.py",
"license": "Apache License 2.0",
"lines": 768,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/diffusers:src/diffusers/models/transformers/transformer_hunyuan_video15.py | # Copyright 2025 The Hunyuan Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/models/transformers/transformer_hunyuan_video15.py",
"license": "Apache License 2.0",
"lines": 646,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/diffusers:src/diffusers/pipelines/hunyuan_video1_5/image_processor.py | # 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... | {
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"file_path": "src/diffusers/pipelines/hunyuan_video1_5/image_processor.py",
"license": "Apache License 2.0",
"lines": 86,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/diffusers:src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5.py | # 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... | {
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"file_path": "src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5.py",
"license": "Apache License 2.0",
"lines": 726,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"regex_pattern": "",
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"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5_image2video.py | # 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... | {
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"file_path": "src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5_image2video.py",
"license": "Apache License 2.0",
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huggingface/diffusers:src/diffusers/pipelines/hunyuan_video1_5/pipeline_output.py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class HunyuanVideo15PipelineOutput(BaseOutput):
r"""
Output class for HunyuanVideo1.5 pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or list[list[PIL.Image.Image]]):
List of vide... | {
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"file_path": "src/diffusers/pipelines/hunyuan_video1_5/pipeline_output.py",
"license": "Apache License 2.0",
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} | documentation |
huggingface/diffusers:tests/models/transformers/test_models_transformer_hunyuan_1_5.py | # 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... | {
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"license": "Apache License 2.0",
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"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:tests/pipelines/hunyuan_video1_5/test_hunyuan_1_5.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/pipelines/hunyuan_video1_5/test_hunyuan_1_5.py",
"license": "Apache License 2.0",
"lines": 169,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:tests/pipelines/z_image/test_z_image.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/pipelines/z_image/test_z_image.py",
"license": "Apache License 2.0",
"lines": 258,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:examples/dreambooth/test_dreambooth_lora_flux2.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "examples/dreambooth/test_dreambooth_lora_flux2.py",
"license": "Apache License 2.0",
"lines": 226,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:examples/dreambooth/train_dreambooth_lora_flux2.py | #!/usr/bin/env python
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LI... | {
"repo_id": "huggingface/diffusers",
"file_path": "examples/dreambooth/train_dreambooth_lora_flux2.py",
"license": "Apache License 2.0",
"lines": 1755,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:examples/dreambooth/train_dreambooth_lora_flux2_img2img.py | #!/usr/bin/env python
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LI... | {
"repo_id": "huggingface/diffusers",
"file_path": "examples/dreambooth/train_dreambooth_lora_flux2_img2img.py",
"license": "Apache License 2.0",
"lines": 1698,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:scripts/convert_flux2_to_diffusers.py | import argparse
from contextlib import nullcontext
from typing import Any, Dict, Tuple
import safetensors.torch
import torch
from accelerate import init_empty_weights
from huggingface_hub import hf_hub_download
from transformers import AutoProcessor, GenerationConfig, Mistral3ForConditionalGeneration
from diffusers i... | {
"repo_id": "huggingface/diffusers",
"file_path": "scripts/convert_flux2_to_diffusers.py",
"license": "Apache License 2.0",
"lines": 449,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_complex |
huggingface/diffusers:src/diffusers/models/autoencoders/autoencoder_kl_flux2.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/models/autoencoders/autoencoder_kl_flux2.py",
"license": "Apache License 2.0",
"lines": 414,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/models/transformers/transformer_flux2.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/models/transformers/transformer_flux2.py",
"license": "Apache License 2.0",
"lines": 760,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/flux2/image_processor.py | # Copyright 2025 The Black Forest Labs 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
#... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/flux2/image_processor.py",
"license": "Apache License 2.0",
"lines": 146,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/flux2/pipeline_flux2.py | # Copyright 2025 Black Forest Labs 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/flux2/pipeline_flux2.py",
"license": "Apache License 2.0",
"lines": 869,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/flux2/pipeline_output.py | from dataclasses import dataclass
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class Flux2PipelineOutput(BaseOutput):
"""
Output class for Flux2 image generation pipelines.
Args:
images (`list[PIL.Image.Image]` or `torch.Tensor` or `np.ndarray`)
Lis... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/flux2/pipeline_output.py",
"license": "Apache License 2.0",
"lines": 16,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | documentation |
huggingface/diffusers:tests/lora/test_lora_layers_flux2.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/lora/test_lora_layers_flux2.py",
"license": "Apache License 2.0",
"lines": 125,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:tests/models/transformers/test_models_transformer_flux2.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/models/transformers/test_models_transformer_flux2.py",
"license": "Apache License 2.0",
"lines": 125,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:tests/pipelines/flux2/test_pipeline_flux2.py | import unittest
import numpy as np
import torch
from transformers import AutoProcessor, Mistral3Config, Mistral3ForConditionalGeneration
from diffusers import (
AutoencoderKLFlux2,
FlowMatchEulerDiscreteScheduler,
Flux2Pipeline,
Flux2Transformer2DModel,
)
from ...testing_utils import (
torch_devi... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/pipelines/flux2/test_pipeline_flux2.py",
"license": "Apache License 2.0",
"lines": 167,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:src/diffusers/models/transformers/transformer_z_image.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/models/transformers/transformer_z_image.py",
"license": "Apache License 2.0",
"lines": 914,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/z_image/pipeline_output.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/z_image/pipeline_output.py",
"license": "Apache License 2.0",
"lines": 27,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/z_image/pipeline_z_image.py | # Copyright 2025 Alibaba Z-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
#
# Unl... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/z_image/pipeline_z_image.py",
"license": "Apache License 2.0",
"lines": 518,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:examples/community/pipline_flux_fill_controlnet_Inpaint.py | import inspect
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import PIL
import torch
from transformers import (
CLIPTextModel,
CLIPTokenizer,
T5EncoderModel,
T5TokenizerFast,
)
from diffusers.image_processor import PipelineImageInput, VaeImageProc... | {
"repo_id": "huggingface/diffusers",
"file_path": "examples/community/pipline_flux_fill_controlnet_Inpaint.py",
"license": "Apache License 2.0",
"lines": 1148,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_complex |
huggingface/diffusers:src/diffusers/pipelines/sana_video/pipeline_output.py | from dataclasses import dataclass
import torch
from ...utils import BaseOutput
@dataclass
class SanaVideoPipelineOutput(BaseOutput):
r"""
Output class for Sana-Video pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or list[list[PIL.Image.Image]]):
List of video outputs - It ca... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/sana_video/pipeline_output.py",
"license": "Apache License 2.0",
"lines": 14,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | documentation |
huggingface/diffusers:src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py | # Copyright 2025 SANA-Video Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py",
"license": "Apache License 2.0",
"lines": 920,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:tests/pipelines/sana_video/test_sana_video_i2v.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/pipelines/sana_video/test_sana_video_i2v.py",
"license": "Apache License 2.0",
"lines": 204,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:src/diffusers/models/transformers/transformer_wan_animate.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/models/transformers/transformer_wan_animate.py",
"license": "Apache License 2.0",
"lines": 1087,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/wan/image_processor.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/wan/image_processor.py",
"license": "Apache License 2.0",
"lines": 161,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/wan/pipeline_wan_animate.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/wan/pipeline_wan_animate.py",
"license": "Apache License 2.0",
"lines": 1064,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:tests/models/transformers/test_models_transformer_wan_animate.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/models/transformers/test_models_transformer_wan_animate.py",
"license": "Apache License 2.0",
"lines": 257,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:tests/pipelines/wan/test_wan_animate.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/pipelines/wan/test_wan_animate.py",
"license": "Apache License 2.0",
"lines": 208,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:tests/modular_pipelines/qwen/test_modular_pipeline_qwenimage.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/modular_pipelines/qwen/test_modular_pipeline_qwenimage.py",
"license": "Apache License 2.0",
"lines": 240,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:src/diffusers/models/transformers/transformer_chronoedit.py | # Copyright 2025 The ChronoEdit 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
#
# Unle... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/models/transformers/transformer_chronoedit.py",
"license": "Apache License 2.0",
"lines": 618,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py | # Copyright 2025 The ChronoEdit 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
#
# Unle... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py",
"license": "Apache License 2.0",
"lines": 656,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/chronoedit/pipeline_output.py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class ChronoEditPipelineOutput(BaseOutput):
r"""
Output class for ChronoEdit pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or list[list[PIL.Image.Image]]):
List of video outputs... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/chronoedit/pipeline_output.py",
"license": "Apache License 2.0",
"lines": 14,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | documentation |
huggingface/diffusers:tests/pipelines/chronoedit/test_chronoedit.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/pipelines/chronoedit/test_chronoedit.py",
"license": "Apache License 2.0",
"lines": 155,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:scripts/convert_sana_video_to_diffusers.py | #!/usr/bin/env python
from __future__ import annotations
import argparse
import os
from contextlib import nullcontext
import torch
from accelerate import init_empty_weights
from huggingface_hub import hf_hub_download, snapshot_download
from termcolor import colored
from transformers import AutoModelForCausalLM, AutoT... | {
"repo_id": "huggingface/diffusers",
"file_path": "scripts/convert_sana_video_to_diffusers.py",
"license": "Apache License 2.0",
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} | function_complex |
huggingface/diffusers:src/diffusers/models/transformers/transformer_sana_video.py | # Copyright 2025 The HuggingFace Team and SANA-Video 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... | {
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"file_path": "src/diffusers/models/transformers/transformer_sana_video.py",
"license": "Apache License 2.0",
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"regex_pattern": "",
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} | license |
huggingface/diffusers:tests/models/transformers/test_models_transformer_sana_video.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/models/transformers/test_models_transformer_sana_video.py",
"license": "Apache License 2.0",
"lines": 79,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/diffusers:tests/modular_pipelines/flux/test_modular_pipeline_flux.py | # 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... | {
"repo_id": "huggingface/diffusers",
"file_path": "tests/modular_pipelines/flux/test_modular_pipeline_flux.py",
"license": "Apache License 2.0",
"lines": 195,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/diffusers:src/diffusers/models/transformers/transformer_bria_fibo.py | # Copyright (c) Bria.ai. All rights reserved.
#
# This file is licensed under the Creative Commons Attribution-NonCommercial 4.0 International Public License (CC-BY-NC-4.0).
# You may obtain a copy of the license at https://creativecommons.org/licenses/by-nc/4.0/
#
# You are free to share and adapt this material for no... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/models/transformers/transformer_bria_fibo.py",
"license": "Apache License 2.0",
"lines": 530,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/diffusers:src/diffusers/pipelines/bria_fibo/pipeline_bria_fibo.py | # Copyright (c) Bria.ai. All rights reserved.
#
# This file is licensed under the Creative Commons Attribution-NonCommercial 4.0 International Public License (CC-BY-NC-4.0).
# You may obtain a copy of the license at https://creativecommons.org/licenses/by-nc/4.0/
#
# You are free to share and adapt this material for no... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/bria_fibo/pipeline_bria_fibo.py",
"license": "Apache License 2.0",
"lines": 714,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/diffusers:src/diffusers/pipelines/bria_fibo/pipeline_output.py | from dataclasses import dataclass
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class BriaFiboPipelineOutput(BaseOutput):
"""
Output class for BriaFibo pipelines.
Args:
images (`list[PIL.Image.Image]` or `np.ndarray`)
List of denoised PIL images of l... | {
"repo_id": "huggingface/diffusers",
"file_path": "src/diffusers/pipelines/bria_fibo/pipeline_output.py",
"license": "Apache License 2.0",
"lines": 14,
"canary_id": -1,
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} | documentation |
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