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classes |
|---|---|---|---|---|---|---|---|---|
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_ltx.py | src/diffusers/models/autoencoders/autoencoder_kl_ltx.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_dc.py | src/diffusers/models/autoencoders/autoencoder_dc.py | # Copyright 2025 MIT, Tsinghua University, NVIDIA CORPORATION 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/li... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/vae.py | src/diffusers/models/autoencoders/vae.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_hunyuan_video.py | src/diffusers/models/autoencoders/autoencoder_kl_hunyuan_video.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 ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl.py | src/diffusers/models/autoencoders/autoencoder_kl.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_mochi.py | src/diffusers/models/autoencoders/autoencoder_kl_mochi.py | # Copyright 2025 The Mochi team and The HuggingFace Team.
# All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_asym_kl.py | src/diffusers/models/autoencoders/autoencoder_asym_kl.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_hunyuanvideo15.py | 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 ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_hunyuanimage.py | src/diffusers/models/autoencoders/autoencoder_kl_hunyuanimage.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 ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_wan.py | src/diffusers/models/autoencoders/autoencoder_kl_wan.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_allegro.py | src/diffusers/models/autoencoders/autoencoder_kl_allegro.py | # Copyright 2025 The RhymesAI 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_cosmos.py | src/diffusers/models/autoencoders/autoencoder_kl_cosmos.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/vq_model.py | src/diffusers/models/autoencoders/vq_model.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_qwenimage.py | src/diffusers/models/autoencoders/autoencoder_kl_qwenimage.py | # Copyright 2025 The Qwen-Image Team, 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.... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_tiny.py | src/diffusers/models/autoencoders/autoencoder_tiny.py | # Copyright 2025 Ollin Boer Bohan 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 ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_hunyuanimage_refiner.py | src/diffusers/models/autoencoders/autoencoder_kl_hunyuanimage_refiner.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 ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/__init__.py | src/diffusers/models/autoencoders/__init__.py | from .autoencoder_asym_kl import AsymmetricAutoencoderKL
from .autoencoder_dc import AutoencoderDC
from .autoencoder_kl import AutoencoderKL
from .autoencoder_kl_allegro import AutoencoderKLAllegro
from .autoencoder_kl_cogvideox import AutoencoderKLCogVideoX
from .autoencoder_kl_cosmos import AutoencoderKLCosmos
from .... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_cogvideox.py | src/diffusers/models/autoencoders/autoencoder_kl_cogvideox.py | # 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_flux2.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_temporal_decoder.py | src/diffusers/models/autoencoders/autoencoder_kl_temporal_decoder.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/consistency_decoder_vae.py | src/diffusers/models/autoencoders/consistency_decoder_vae.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_kl_magvit.py | src/diffusers/models/autoencoders/autoencoder_kl_magvit.py | # Copyright 2025 The EasyAnimate 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
#
# U... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/models/autoencoders/autoencoder_oobleck.py | src/diffusers/models/autoencoders/autoencoder_oobleck.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/onnx_utils.py | src/diffusers/pipelines/onnx_utils.py | # coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
# Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.a... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/pipeline_loading_utils.py | src/diffusers/pipelines/pipeline_loading_utils.py | # 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/auto_pipeline.py | src/diffusers/pipelines/auto_pipeline.py | # 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/pipeline_flax_utils.py | src/diffusers/pipelines/pipeline_flax_utils.py | # coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
# Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.a... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/free_init_utils.py | src/diffusers/pipelines/free_init_utils.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/transformers_loading_utils.py | src/diffusers/pipelines/transformers_loading_utils.py | # 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/__init__.py | src/diffusers/pipelines/__init__.py | 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_librosa_available,
is_note_seq_available,
is_onnx_available,
is_opencv_available,
... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/free_noise_utils.py | src/diffusers/pipelines/free_noise_utils.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/pipeline_utils.py | src/diffusers/pipelines/pipeline_utils.py | # coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
# Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.a... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/paint_by_example/image_encoder.py | src/diffusers/pipelines/paint_by_example/image_encoder.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/paint_by_example/pipeline_paint_by_example.py | src/diffusers/pipelines/paint_by_example/pipeline_paint_by_example.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/paint_by_example/__init__.py | src/diffusers/pipelines/paint_by_example/__init__.py | from dataclasses import dataclass
from typing import TYPE_CHECKING, List, Optional, Union
import numpy as np
import PIL
from PIL import Image
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/chronoedit/pipeline_output.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/chronoedit/__init__.py | src/diffusers/pipelines/chronoedit/__init__.py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/aura_flow/__init__.py | src/diffusers/pipelines/aura_flow/__init__.py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/aura_flow/pipeline_aura_flow.py | src/diffusers/pipelines/aura_flow/pipeline_aura_flow.py | # Copyright 2025 AuraFlow 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 ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/longcat_image/pipeline_output.py | src/diffusers/pipelines/longcat_image/pipeline_output.py | from dataclasses import dataclass
from typing import List, Union
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.ndar... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py | src/diffusers/pipelines/longcat_image/pipeline_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
#... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py | 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
#... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/longcat_image/system_messages.py | src/diffusers/pipelines/longcat_image/system_messages.py | SYSTEM_PROMPT_EN = """
You are a prompt engineering expert for text-to-image models. Since text-to-image models have limited capabilities in
understanding user prompts, you need to identify the core theme and intent of the user's input and improve the model's
understanding accuracy and generation quality through optimi... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/longcat_image/__init__.py | src/diffusers/pipelines/longcat_image/__init__.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/pia/pipeline_pia.py | src/diffusers/pipelines/pia/pipeline_pia.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/pia/__init__.py | src/diffusers/pipelines/pia/__init__.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/amused/pipeline_amused.py | src/diffusers/pipelines/amused/pipeline_amused.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/amused/pipeline_amused_img2img.py | src/diffusers/pipelines/amused/pipeline_amused_img2img.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/amused/pipeline_amused_inpaint.py | src/diffusers/pipelines/amused/pipeline_amused_inpaint.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/amused/__init__.py | src/diffusers/pipelines/amused/__init__.py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and is_torch_available()):
... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/cosmos/pipeline_cosmos2_video2world.py | src/diffusers/pipelines/cosmos/pipeline_cosmos2_video2world.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/cosmos/pipeline_output.py | src/diffusers/pipelines/cosmos/pipeline_output.py | from dataclasses import dataclass
from typing import List, Union
import numpy as np
import PIL.Image
import torch
from diffusers.utils import BaseOutput, get_logger
logger = get_logger(__name__)
@dataclass
class CosmosPipelineOutput(BaseOutput):
r"""
Output class for Cosmos any-to-world/video pipelines.
... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/cosmos/pipeline_cosmos2_5_predict.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/cosmos/pipeline_cosmos2_text2image.py | src/diffusers/pipelines/cosmos/pipeline_cosmos2_text2image.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/cosmos/pipeline_cosmos_video2world.py | src/diffusers/pipelines/cosmos/pipeline_cosmos_video2world.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/cosmos/pipeline_cosmos_text2world.py | src/diffusers/pipelines/cosmos/pipeline_cosmos_text2world.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/cosmos/__init__.py | src/diffusers/pipelines/cosmos/__init__.py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/lucy/pipeline_output.py | src/diffusers/pipelines/lucy/pipeline_output.py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class LucyPipelineOutput(BaseOutput):
r"""
Output class for Lucy pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or List[List[PIL.Image.Image]]):
List of video outputs - It can be... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/lucy/__init__.py | src/diffusers/pipelines/lucy/__init__.py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/lucy/pipeline_lucy_edit.py | src/diffusers/pipelines/lucy/pipeline_lucy_edit.py | # Copyright 2025 The Wan Team and The HuggingFace Team. All rights reserved.
# Copyright 2025 The Decart AI 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
#
# ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/lumina/pipeline_lumina.py | src/diffusers/pipelines/lumina/pipeline_lumina.py | # Copyright 2025 Alpha-VLLM and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/lumina/__init__.py | src/diffusers/pipelines/lumina/__init__.py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/semantic_stable_diffusion/pipeline_output.py | src/diffusers/pipelines/semantic_stable_diffusion/pipeline_output.py | from dataclasses import dataclass
from typing import List, Optional, Union
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class SemanticStableDiffusionPipelineOutput(BaseOutput):
"""
Output class for Stable Diffusion pipelines.
Args:
images (`List[PIL.Image.Image... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/semantic_stable_diffusion/__init__.py | src/diffusers/pipelines/semantic_stable_diffusion/__init__.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/semantic_stable_diffusion/pipeline_semantic_stable_diffusion.py | src/diffusers/pipelines/semantic_stable_diffusion/pipeline_semantic_stable_diffusion.py | import inspect
from itertools import repeat
from typing import Callable, List, Optional, Union
import torch
from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
from ...image_processor import VaeImageProcessor
from ...models import AutoencoderKL, UNet2DConditionModel
from ...pipelines.stable_diff... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py | src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py | src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/stable_cascade/__init__.py | src/diffusers/pipelines/stable_cascade/__init__.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_combined.py | src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_combined.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/unidiffuser/modeling_uvit.py | src/diffusers/pipelines/unidiffuser/modeling_uvit.py | import math
from typing import Optional, Union
import torch
from torch import nn
from ...configuration_utils import ConfigMixin, register_to_config
from ...models import ModelMixin
from ...models.attention import FeedForward
from ...models.attention_processor import Attention
from ...models.embeddings import Timestep... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/unidiffuser/modeling_text_decoder.py | src/diffusers/pipelines/unidiffuser/modeling_text_decoder.py | from typing import Optional
import numpy as np
import torch
from torch import nn
from transformers import GPT2Config, GPT2LMHeadModel
from transformers.modeling_utils import ModuleUtilsMixin
from ...configuration_utils import ConfigMixin, register_to_config
from ...models import ModelMixin
# Modified from ClipCapti... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/unidiffuser/__init__.py | src/diffusers/pipelines/unidiffuser/__init__.py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and is_torch_available()):
... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/unidiffuser/pipeline_unidiffuser.py | src/diffusers/pipelines/unidiffuser/pipeline_unidiffuser.py | import inspect
from dataclasses import dataclass
from typing import Callable, List, Optional, Union
import numpy as np
import PIL.Image
import torch
from transformers import (
CLIPImageProcessor,
CLIPTextModel,
CLIPTokenizer,
CLIPVisionModelWithProjection,
GPT2Tokenizer,
)
from ...image_processor ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/sana_video/pipeline_output.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/sana_video/pipeline_sana_video.py | src/diffusers/pipelines/sana_video/pipeline_sana_video.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/sana_video/__init__.py | src/diffusers/pipelines/sana_video/__init__.py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_transformers_available() and i... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/pipeline_output.py | src/diffusers/pipelines/qwenimage/pipeline_output.py | from dataclasses import dataclass
from typing import List, Union
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class QwenImagePipelineOutput(BaseOutput):
"""
Output class for Stable Diffusion pipelines.
Args:
images (`List[PIL.Image.Image]` or `np.ndarray`)
... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_inpaint.py | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_inpaint.py | import inspect
from typing import Any, Callable, Dict, List, Optional, Union
import numpy as np
import PIL.Image
import torch
from transformers import Qwen2_5_VLForConditionalGeneration, Qwen2Tokenizer
from ...image_processor import PipelineImageInput, VaeImageProcessor
from ...loaders import QwenImageLoraLoaderMixin... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit.py | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_layered.py | 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet_inpaint.py | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet_inpaint.py | # Copyright 2025 Qwen-Image Team, The InstantX Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICEN... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/__init__.py | src/diffusers/pipelines/qwenimage/__init__.py | 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 = {}
_additional_imports = {}
_import_structure = {"pipeline_output": ["QwenImag... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet.py | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet.py | # Copyright 2025 Qwen-Image Team, InstantX 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage.py | src/diffusers/pipelines/qwenimage/pipeline_qwenimage.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_inpaint.py | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_inpaint.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_img2img.py | src/diffusers/pipelines/qwenimage/pipeline_qwenimage_img2img.py | import inspect
from typing import Any, Callable, Dict, List, Optional, Union
import numpy as np
import torch
from transformers import Qwen2_5_VLForConditionalGeneration, Qwen2Tokenizer
from ...image_processor import PipelineImageInput, VaeImageProcessor
from ...loaders import QwenImageLoraLoaderMixin
from ...models i... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/ddim/pipeline_ddim.py | src/diffusers/pipelines/ddim/pipeline_ddim.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/ddim/__init__.py | src/diffusers/pipelines/ddim/__init__.py | from typing import TYPE_CHECKING
from ...utils import DIFFUSERS_SLOW_IMPORT, _LazyModule
_import_structure = {"pipeline_ddim": ["DDIMPipeline"]}
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
from .pipeline_ddim import DDIMPipeline
else:
import sys
sys.modules[__name__] = _LazyModule(
__name__,
... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/kolors/pipeline_output.py | src/diffusers/pipelines/kolors/pipeline_output.py | from dataclasses import dataclass
from typing import List, Union
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class KolorsPipelineOutput(BaseOutput):
"""
Output class for Kolors pipelines.
Args:
images (`List[PIL.Image.Image]` or `np.ndarray`)
List ... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py | src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py | # Copyright 2025 Stability AI, Kwai-Kolors 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/kolors/pipeline_kolors.py | src/diffusers/pipelines/kolors/pipeline_kolors.py | # Copyright 2025 Stability AI, Kwai-Kolors 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/kolors/__init__.py | src/diffusers/pipelines/kolors/__init__.py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_sentencepiece_available,
is_torch_available,
is_transformers_available,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/kolors/tokenizer.py | src/diffusers/pipelines/kolors/tokenizer.py | # Copyright 2025 ChatGLM3-6B Model Team, Kwai-Kolors 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/kolors/text_encoder.py | src/diffusers/pipelines/kolors/text_encoder.py | # Copyright 2025 ChatGLM3-6B Model Team, Kwai-Kolors 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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/text_to_video_synthesis/pipeline_output.py | src/diffusers/pipelines/text_to_video_synthesis/pipeline_output.py | from dataclasses import dataclass
from typing import List, Union
import numpy as np
import PIL
import torch
from ...utils import (
BaseOutput,
)
@dataclass
class TextToVideoSDPipelineOutput(BaseOutput):
"""
Output class for text-to-video pipelines.
Args:
frames (`torch.Tensor`, `np.ndarra... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_synth.py | src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_synth.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... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | false |
huggingface/diffusers | https://github.com/huggingface/diffusers/blob/47378066c002573613a1dba686570fbd5a1cf48a/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py | src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py | import copy
import inspect
from dataclasses import dataclass
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import PIL
import torch
import torch.nn.functional as F
from torch.nn.functional import grid_sample
from transformers import (
CLIPImageProcessor,
CLIPTextModel,
... | python | Apache-2.0 | 47378066c002573613a1dba686570fbd5a1cf48a | 2026-01-04T14:42:56.953111Z | true |
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