repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
diffusers | src/diffusers/schedulers/deprecated/__init__.py | .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... | 51 | 1,349 |
diffusers | src/diffusers/schedulers/deprecated/scheduling_karras_ve.py | .py | # Copyright 2025 NVIDIA and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required b... | 240 | 9,640 |
diffusers | src/diffusers/schedulers/deprecated/scheduling_sde_vp.py | .py | # Copyright 2025 Google Brain and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requ... | 109 | 4,263 |
diffusers | src/diffusers/experimental/rl/value_guided_sampling.py | .py | # Copyright 2026 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... | 154 | 6,033 |
diffusers | src/diffusers/loaders/peft.py | .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... | 818 | 38,074 |
diffusers | src/diffusers/loaders/unet.py | .py | # Copyright 2026 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... | 780 | 37,239 |
diffusers | src/diffusers/loaders/utils.py | .py | # Copyright 2026 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... | 59 | 2,399 |
diffusers | src/diffusers/loaders/lora_conversion_utils.py | .py | # Copyright 2026 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... | 3,284 | 158,604 |
diffusers | src/diffusers/loaders/unet_loader_utils.py | .py | # Copyright 2026 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... | 165 | 6,228 |
diffusers | src/diffusers/loaders/transformer_flux.py | .py | # Copyright 2026 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... | 180 | 8,021 |
diffusers | src/diffusers/loaders/__init__.py | .py | from typing import TYPE_CHECKING
from ..utils import DIFFUSERS_SLOW_IMPORT, _LazyModule, deprecate
from ..utils.import_utils import is_peft_available, is_torch_available, is_transformers_available
def text_encoder_lora_state_dict(text_encoder):
deprecate(
"text_encoder_load_state_dict in `models`",
... | 162 | 6,452 |
diffusers | src/diffusers/loaders/lora_base.py | .py | # Copyright 2026 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... | 1,115 | 47,104 |
diffusers | src/diffusers/loaders/single_file.py | .py | # Copyright 2026 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... | 568 | 25,099 |
diffusers | src/diffusers/loaders/single_file_model.py | .py | # Copyright 2026 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... | 566 | 25,180 |
diffusers | src/diffusers/loaders/ip_adapter.py | .py | # Copyright 2026 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... | 1,135 | 57,762 |
diffusers | src/diffusers/loaders/textual_inversion.py | .py | # Copyright 2026 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... | 606 | 27,765 |
diffusers | src/diffusers/loaders/lora_pipeline.py | .py | # Copyright 2026 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... | 7,123 | 303,187 |
diffusers | src/diffusers/loaders/single_file_utils.py | .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... | 4,215 | 188,768 |
diffusers | src/diffusers/loaders/transformer_sd3.py | .py | # Copyright 2026 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... | 175 | 8,612 |
diffusers | src/diffusers/quantizers/quantization_config.py | .py | #!/usr/bin/env python
# coding=utf-8
# Copyright 2023 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/L... | 990 | 43,799 |
diffusers | src/diffusers/quantizers/auto.py | .py | # Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | 175 | 7,243 |
diffusers | src/diffusers/quantizers/base.py | .py | # Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | 266 | 10,933 |
diffusers | src/diffusers/quantizers/pipe_quant_config.py | .py | # Copyright 2026 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... | 207 | 9,423 |
diffusers | src/diffusers/quantizers/torchao/torchao_quantizer.py | .py | # Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | 485 | 19,453 |
diffusers | src/diffusers/quantizers/autoround/autoround_quantizer.py | .py | # Copyright 2025 The Intel and The HuggingFace Inc. teams. 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... | 123 | 4,926 |
diffusers | src/diffusers/quantizers/modelopt/modelopt_quantizer.py | .py | from typing import TYPE_CHECKING, Any
from ...utils import (
get_module_from_name,
is_accelerate_available,
is_nvidia_modelopt_available,
is_torch_available,
logging,
)
from ..base import DiffusersQuantizer
if TYPE_CHECKING:
from ...models.modeling_utils import ModelMixin
if is_torch_availa... | 197 | 7,227 |
diffusers | src/diffusers/quantizers/sdnq/sdnq_quantizer.py | .py | # Copyright 2026 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | 73 | 3,048 |
diffusers | src/diffusers/quantizers/quanto/utils.py | .py | import torch.nn as nn
from ...utils import is_accelerate_available, logging
logger = logging.get_logger(__name__)
if is_accelerate_available():
from accelerate import init_empty_weights
def _replace_with_quanto_layers(model, quantization_config, modules_to_not_convert: list, pre_quantized=False):
# Quanto... | 61 | 2,448 |
diffusers | src/diffusers/quantizers/quanto/quanto_quantizer.py | .py | from typing import TYPE_CHECKING, Any
from diffusers.utils.import_utils import is_optimum_quanto_version
from ...utils import (
deprecate,
get_module_from_name,
is_accelerate_available,
is_accelerate_version,
is_optimum_quanto_available,
is_torch_available,
logging,
)
from ..base import Di... | 186 | 6,493 |
diffusers | src/diffusers/quantizers/bitsandbytes/bnb_quantizer.py | .py | # Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | 570 | 25,895 |
diffusers | src/diffusers/quantizers/bitsandbytes/utils.py | .py | # Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | 319 | 13,659 |
diffusers | src/diffusers/quantizers/gguf/utils.py | .py | # Copyright 2025 The HuggingFace Team and City96. 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... | 624 | 23,447 |
diffusers | src/diffusers/quantizers/gguf/gguf_quantizer.py | .py | from __future__ import annotations
from typing import TYPE_CHECKING, Any
from ..base import DiffusersQuantizer
if TYPE_CHECKING:
from ...models.modeling_utils import ModelMixin
from ...utils import (
get_module_from_name,
is_accelerate_available,
is_accelerate_version,
is_gguf_available,
i... | 191 | 7,184 |
diffusers | src/diffusers/quantizers/nunchaku/nunchaku_quantizer.py | .py | from __future__ import annotations
from typing import TYPE_CHECKING, Any
from ..base import DiffusersQuantizer
if TYPE_CHECKING:
from ...models.modeling_utils import ModelMixin
from ...utils import is_kernels_available, logging
logger = logging.get_logger(__name__)
class NunchakuLiteQuantizer(DiffusersQua... | 90 | 3,112 |
diffusers | src/diffusers/quantizers/nunchaku/utils.py | .py | from __future__ import annotations
import itertools
import math
from contextlib import nullcontext
from typing import Any
import torch
import torch.nn as nn
from ...utils import is_accelerate_available, is_kernels_available, is_kernels_version
from ...utils.constants import DIFFUSERS_TRUST_REMOTE_KERNELS
if is_acc... | 358 | 12,352 |
diffusers | src/diffusers/pipelines/free_noise_utils.py | .py | # Copyright 2026 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... | 598 | 29,596 |
diffusers | src/diffusers/pipelines/pipeline_loading_utils.py | .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... | 1,238 | 50,246 |
diffusers | src/diffusers/pipelines/__init__.py | .py | from typing import TYPE_CHECKING
from ..utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_librosa_available,
is_note_seq_available,
is_onnx_available,
is_opencv_available,
is_sentencepiece_available,
is_torch_available... | 988 | 37,002 |
diffusers | src/diffusers/pipelines/auto_pipeline.py | .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... | 1,512 | 74,190 |
diffusers | src/diffusers/pipelines/pipeline_utils.py | .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... | 2,372 | 119,244 |
diffusers | src/diffusers/pipelines/onnx_utils.py | .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... | 231 | 8,736 |
diffusers | src/diffusers/pipelines/free_init_utils.py | .py | # Copyright 2026 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... | 187 | 7,661 |
diffusers | src/diffusers/pipelines/transformers_loading_utils.py | .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... | 124 | 5,440 |
diffusers | src/diffusers/pipelines/flux2/pipeline_flux2_klein.py | .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... | 928 | 41,381 |
diffusers | src/diffusers/pipelines/flux2/system_messages.py | .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... | 34 | 1,904 |
diffusers | src/diffusers/pipelines/flux2/pipeline_flux2_klein_inpaint.py | .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... | 1,273 | 58,560 |
diffusers | src/diffusers/pipelines/flux2/pipeline_output.py | .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... | 23 | 743 |
diffusers | src/diffusers/pipelines/flux2/__init__.py | .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": ["Flux2Pip... | 54 | 1,898 |
diffusers | src/diffusers/pipelines/flux2/pipeline_flux2_klein_kv.py | .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... | 889 | 36,863 |
diffusers | src/diffusers/pipelines/flux2/image_processor.py | .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
#... | 186 | 6,974 |
diffusers | src/diffusers/pipelines/flux2/pipeline_flux2.py | .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... | 1,035 | 44,172 |
diffusers | src/diffusers/pipelines/stable_cascade/__init__.py | .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... | 51 | 1,672 |
diffusers | src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py | .py | # Copyright 2026 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... | 660 | 32,047 |
diffusers | src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_combined.py | .py | # Copyright 2026 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... | 322 | 18,102 |
diffusers | src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py | .py | # Copyright 2026 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... | 542 | 26,128 |
diffusers | src/diffusers/pipelines/easyanimate/pipeline_output.py | .py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class EasyAnimatePipelineOutput(BaseOutput):
r"""
Output class for EasyAnimate pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or list[list[PIL.Image.Image]]):
list of video outpu... | 21 | 621 |
diffusers | src/diffusers/pipelines/easyanimate/__init__.py | .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... | 53 | 1,634 |
diffusers | src/diffusers/pipelines/easyanimate/pipeline_easyanimate_control.py | .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... | 1,010 | 46,689 |
diffusers | src/diffusers/pipelines/easyanimate/pipeline_easyanimate.py | .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... | 774 | 35,709 |
diffusers | src/diffusers/pipelines/easyanimate/pipeline_easyanimate_inpaint.py | .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... | 1,245 | 58,840 |
diffusers | src/diffusers/pipelines/lumina2/__init__.py | .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... | 49 | 1,342 |
diffusers | src/diffusers/pipelines/lumina2/pipeline_lumina2.py | .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... | 763 | 37,042 |
diffusers | src/diffusers/pipelines/ace_step/modeling_ace_step.py | .py | # Copyright 2025 The ACE-Step 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... | 857 | 35,424 |
diffusers | src/diffusers/pipelines/ace_step/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
is_transformers_version,
)
_dummy_objects = {}
_import_structure = {}
try:
if not (is_tr... | 55 | 1,672 |
diffusers | src/diffusers/pipelines/ace_step/pipeline_ace_step.py | .py | # Copyright 2025 The ACE-Step 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... | 1,296 | 62,794 |
diffusers | src/diffusers/pipelines/kandinsky3/__init__.py | .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... | 50 | 1,461 |
diffusers | src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3.py | .py | from typing import Callable
import torch
from transformers import T5EncoderModel, T5Tokenizer
from ...loaders import StableDiffusionLoraLoaderMixin
from ...models import Kandinsky3UNet, VQModel
from ...schedulers import DDPMScheduler
from ...utils import (
deprecate,
is_torch_xla_available,
logging,
r... | 582 | 27,240 |
diffusers | src/diffusers/pipelines/kandinsky3/convert_kandinsky3_unet.py | .py | #!/usr/bin/env python3
import argparse
import fnmatch
from safetensors.torch import load_file
from diffusers import Kandinsky3UNet
MAPPING = {
"to_time_embed.1": "time_embedding.linear_1",
"to_time_embed.3": "time_embedding.linear_2",
"in_layer": "conv_in",
"out_layer.0": "conv_norm_out",
"out_l... | 99 | 3,273 |
diffusers | src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3_img2img.py | .py | import inspect
from typing import Callable
import PIL
import PIL.Image
import torch
from transformers import T5EncoderModel, T5Tokenizer
from ...image_processor import VaeImageProcessor
from ...loaders import StableDiffusionLoraLoaderMixin
from ...models import Kandinsky3UNet, VQModel
from ...schedulers import DDPMSc... | 635 | 30,409 |
diffusers | src/diffusers/pipelines/prx/pipeline_output.py | .py | # Copyright 2025 The Photoroom and the HuggingFace Teams. 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... | 35 | 1,173 |
diffusers | src/diffusers/pipelines/prx/__init__.py | .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": ["PRXPipel... | 77 | 2,775 |
diffusers | src/diffusers/pipelines/prx/pipeline_prx_pixel.py | .py | # Copyright 2025 The Photoroom and The HuggingFace Teams. 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... | 667 | 30,800 |
diffusers | src/diffusers/pipelines/prx/pipeline_prx.py | .py | # Copyright 2025 The Photoroom and The HuggingFace Teams. 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... | 836 | 35,693 |
diffusers | src/diffusers/pipelines/glm_image/pipeline_output.py | .py | from dataclasses import dataclass
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class GlmImagePipelineOutput(BaseOutput):
"""
Output class for CogView3 pipelines.
Args:
images (`List[PIL.Image.Image]` or `np.ndarray`)
List of denoised PIL images of l... | 21 | 557 |
diffusers | src/diffusers/pipelines/glm_image/__init__.py | .py | from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
is_transformers_version,
)
_dummy_objects = {}
_additional_imports = {}
_import_structure = {... | 60 | 1,967 |
diffusers | src/diffusers/pipelines/glm_image/pipeline_glm_image.py | .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... | 1,080 | 50,058 |
diffusers | src/diffusers/pipelines/controlnet_sd3/__init__.py | .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... | 51 | 1,626 |
diffusers | src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet.py | .py | # Copyright 2025 Stability AI, 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/LICENSE-... | 1,255 | 62,738 |
diffusers | src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py | .py | # Copyright 2025 Stability AI, The HuggingFace Team and The AlimamaCreative 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/L... | 1,415 | 70,626 |
diffusers | src/diffusers/pipelines/ernie_image/pipeline_ernie_image.py | .py | # Copyright 2025 Baidu ERNIE-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
#
# U... | 400 | 16,530 |
diffusers | src/diffusers/pipelines/ernie_image/pipeline_output.py | .py | # Copyright 2025 Baidu ERNIE-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
#
# U... | 37 | 1,171 |
diffusers | src/diffusers/pipelines/ernie_image/__init__.py | .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... | 48 | 1,304 |
diffusers | src/diffusers/pipelines/cogvideo/pipeline_cogvideox_video2video.py | .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... | 878 | 41,750 |
diffusers | src/diffusers/pipelines/cogvideo/pipeline_output.py | .py | from dataclasses import dataclass
import torch
from diffusers.utils import BaseOutput
@dataclass
class CogVideoXPipelineOutput(BaseOutput):
r"""
Output class for CogVideo pipelines.
Args:
frames (`torch.Tensor`, `np.ndarray`, or list[list[PIL.Image.Image]]):
list of video outputs - ... | 21 | 616 |
diffusers | src/diffusers/pipelines/cogvideo/pipeline_cogvideox_fun_control.py | .py | # Copyright 2025 The CogVideoX team, Tsinghua University & ZhipuAI, Alibaba-PAI 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:/... | 852 | 40,711 |
diffusers | src/diffusers/pipelines/cogvideo/__init__.py | .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... | 55 | 1,816 |
diffusers | src/diffusers/pipelines/cogvideo/pipeline_cogvideox_image2video.py | .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... | 909 | 43,132 |
diffusers | src/diffusers/pipelines/cogvideo/pipeline_cogvideox.py | .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... | 799 | 38,153 |
diffusers | src/diffusers/pipelines/hunyuandit/pipeline_hunyuandit.py | .py | # Copyright 2025 HunyuanDiT 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... | 913 | 43,606 |
diffusers | src/diffusers/pipelines/hunyuandit/__init__.py | .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... | 49 | 1,302 |
diffusers | src/diffusers/pipelines/latent_diffusion/pipeline_latent_diffusion_superresolution.py | .py | import inspect
import numpy as np
import PIL.Image
import torch
from ...models import UNet2DModel, VQModel
from ...schedulers import (
DDIMScheduler,
DPMSolverMultistepScheduler,
EulerAncestralDiscreteScheduler,
EulerDiscreteScheduler,
LMSDiscreteScheduler,
PNDMScheduler,
)
from ...utils impor... | 197 | 8,138 |
diffusers | src/diffusers/pipelines/latent_diffusion/__init__.py | .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... | 51 | 1,542 |
diffusers | src/diffusers/pipelines/latent_diffusion/pipeline_latent_diffusion.py | .py | # Copyright 2026 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... | 750 | 32,715 |
diffusers | src/diffusers/pipelines/krea2/pipeline_output.py | .py | # Copyright 2026 Krea AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required ... | 35 | 1,094 |
diffusers | src/diffusers/pipelines/krea2/__init__.py | .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... | 48 | 1,404 |
diffusers | src/diffusers/pipelines/krea2/pipeline_krea2.py | .py | # Copyright 2026 Krea AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required ... | 720 | 35,340 |
diffusers | src/diffusers/pipelines/bria/pipeline_output.py | .py | from dataclasses import dataclass
import numpy as np
import PIL.Image
from ...utils import BaseOutput
@dataclass
class BriaPipelineOutput(BaseOutput):
"""
Output class for Bria pipelines.
Args:
images (`list[PIL.Image.Image]` or `np.ndarray`)
list of denoised PIL images of length `b... | 21 | 549 |
diffusers | src/diffusers/pipelines/bria/__init__.py | .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... | 49 | 1,278 |
diffusers | src/diffusers/pipelines/bria/pipeline_bria.py | .py | from typing import Any, Callable
import numpy as np
import torch
from transformers import (
CLIPImageProcessor,
CLIPVisionModelWithProjection,
T5EncoderModel,
T5TokenizerFast,
)
from ...image_processor import VaeImageProcessor
from ...loaders import FluxLoraLoaderMixin
from ...models import Autoencode... | 747 | 35,149 |
diffusers | src/diffusers/pipelines/ideogram4/pipeline_ideogram4.py | .py | # Copyright 2026 Ideogram AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requi... | 748 | 35,514 |
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