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home-assistant/core:tests/components/eheimdigital/test_time.py
"""Tests for the time module.""" from datetime import time, timedelta, timezone from unittest.mock import AsyncMock, MagicMock, patch import pytest from syrupy.assertion import SnapshotAssertion from homeassistant.components.time import ( ATTR_TIME, DOMAIN as TIME_DOMAIN, SERVICE_SET_VALUE, ) from homeas...
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test
home-assistant/core:tests/components/miele/test_fan.py
"""Tests for miele fan module.""" from typing import Any from unittest.mock import MagicMock, Mock from aiohttp import ClientResponseError import pytest from syrupy.assertion import SnapshotAssertion from homeassistant.components.fan import ( ATTR_PERCENTAGE, DOMAIN as FAN_DOMAIN, SERVICE_SET_PERCENTAGE,...
{ "repo_id": "home-assistant/core", "file_path": "tests/components/miele/test_fan.py", "license": "Apache License 2.0", "lines": 143, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
home-assistant/core:tests/components/rehlko/test_config_flow.py
"""Test the Rehlko config flow.""" from unittest.mock import AsyncMock from aiokem import AuthenticationCredentialsError import pytest from homeassistant.components.rehlko import DOMAIN from homeassistant.config_entries import SOURCE_DHCP, SOURCE_USER from homeassistant.const import CONF_EMAIL, CONF_PASSWORD from ho...
{ "repo_id": "home-assistant/core", "file_path": "tests/components/rehlko/test_config_flow.py", "license": "Apache License 2.0", "lines": 180, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
home-assistant/core:tests/components/rehlko/test_sensor.py
"""Tests for the Rehlko sensors.""" from __future__ import annotations from typing import Any from unittest.mock import AsyncMock, patch from freezegun.api import FrozenDateTimeFactory import pytest from syrupy.assertion import SnapshotAssertion from homeassistant.components.rehlko.coordinator import SCAN_INTERVAL_...
{ "repo_id": "home-assistant/core", "file_path": "tests/components/rehlko/test_sensor.py", "license": "Apache License 2.0", "lines": 66, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
home-assistant/core:tests/components/shelly/test_repairs.py
"""Test repairs handling for Shelly.""" from typing import Any from unittest.mock import Mock, patch from aioshelly.const import MODEL_PLUG, MODEL_WALL_DISPLAY from aioshelly.exceptions import DeviceConnectionError, RpcCallError import pytest from homeassistant.components.shelly.const import ( BLE_SCANNER_FIRMWA...
{ "repo_id": "home-assistant/core", "file_path": "tests/components/shelly/test_repairs.py", "license": "Apache License 2.0", "lines": 624, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
home-assistant/core:tests/components/ssdp/test_websocket_api.py
"""The tests for the ssdp WebSocket API.""" import asyncio from unittest.mock import ANY, AsyncMock, Mock, patch from homeassistant.core import EVENT_HOMEASSISTANT_STARTED, HomeAssistant from . import _ssdp_headers, init_ssdp_component from tests.test_util.aiohttp import AiohttpClientMocker from tests.typing import...
{ "repo_id": "home-assistant/core", "file_path": "tests/components/ssdp/test_websocket_api.py", "license": "Apache License 2.0", "lines": 131, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
home-assistant/core:tests/components/stiebel_eltron/test_config_flow.py
"""Test the STIEBEL ELTRON config flow.""" from unittest.mock import MagicMock import pytest from homeassistant.components.stiebel_eltron.const import DOMAIN from homeassistant.config_entries import SOURCE_IMPORT, SOURCE_USER from homeassistant.const import CONF_HOST, CONF_NAME, CONF_PORT from homeassistant.core imp...
{ "repo_id": "home-assistant/core", "file_path": "tests/components/stiebel_eltron/test_config_flow.py", "license": "Apache License 2.0", "lines": 169, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
home-assistant/core:tests/components/stiebel_eltron/test_init.py
"""Tests for the STIEBEL ELTRON integration.""" from homeassistant.components.stiebel_eltron.const import DOMAIN from homeassistant.core import HomeAssistant from homeassistant.helpers import issue_registry as ir from homeassistant.setup import async_setup_component async def test_async_setup_success( hass: Home...
{ "repo_id": "home-assistant/core", "file_path": "tests/components/stiebel_eltron/test_init.py", "license": "Apache License 2.0", "lines": 16, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
home-assistant/core:tests/components/switchbot/test_fan.py
"""Test the switchbot fan.""" from collections.abc import Callable from unittest.mock import AsyncMock, patch import pytest from switchbot.devices.device import SwitchbotOperationError from homeassistant.components.bluetooth import BluetoothServiceInfoBleak from homeassistant.components.fan import ( ATTR_OSCILLA...
{ "repo_id": "home-assistant/core", "file_path": "tests/components/switchbot/test_fan.py", "license": "Apache License 2.0", "lines": 207, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
home-assistant/core:tests/components/synology_dsm/test_diagnostics.py
"""Test Synology DSM diagnostics.""" from unittest.mock import AsyncMock, MagicMock, Mock, patch import pytest from synology_dsm.api.core.external_usb import SynoCoreExternalUSBDevice from synology_dsm.api.dsm.network import NetworkInterface from syrupy.assertion import SnapshotAssertion from syrupy.filters import pr...
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test
home-assistant/core:tests/components/synology_dsm/test_sensor.py
"""Tests for Synology DSM USB.""" from itertools import chain from unittest.mock import AsyncMock, MagicMock, Mock, patch import pytest from homeassistant.components.synology_dsm.const import DOMAIN from homeassistant.const import ( CONF_HOST, CONF_MAC, CONF_PASSWORD, CONF_PORT, CONF_SSL, CON...
{ "repo_id": "home-assistant/core", "file_path": "tests/components/synology_dsm/test_sensor.py", "license": "Apache License 2.0", "lines": 320, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
home-assistant/core:tests/components/whirlpool/test_binary_sensor.py
"""Test the Whirlpool Binary Sensor domain.""" import pytest from syrupy.assertion import SnapshotAssertion from homeassistant.const import STATE_OFF, STATE_ON, STATE_UNKNOWN, Platform from homeassistant.core import HomeAssistant from homeassistant.helpers import entity_registry as er from . import init_integration,...
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test
home-assistant/core:tests/patch_json.py
"""Patch JSON related functions.""" from __future__ import annotations import functools from typing import Any from unittest import mock import orjson from homeassistant.helpers import json as json_helper real_json_encoder_default = json_helper.json_encoder_default mock_objects = [] def json_encoder_default(obj...
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test
home-assistant/core:tests/components/zimi/test_config_flow.py
"""Tests for the zimi config flow.""" from collections.abc import Generator from unittest.mock import AsyncMock, MagicMock, patch import pytest from zcc import ( ControlPointCannotConnectError, ControlPointConnectionRefusedError, ControlPointDescription, ControlPointError, ControlPointInvalidHostE...
{ "repo_id": "home-assistant/core", "file_path": "tests/components/zimi/test_config_flow.py", "license": "Apache License 2.0", "lines": 314, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
hpcaitech/ColossalAI:applications/ColossalChat/coati/distributed/zero_bubble/consumer.py
import os import threading import time from typing import Any, Dict, Optional import ray import ray.util.collective as cc import torch import torch.distributed as dist from coati.distributed.comm import SharedVariableActor, ray_broadcast_tensor_dict from coati.distributed.profiling_utils import CustomProfiler from coa...
{ "repo_id": "hpcaitech/ColossalAI", "file_path": "applications/ColossalChat/coati/distributed/zero_bubble/consumer.py", "license": "Apache License 2.0", "lines": 324, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
hpcaitech/ColossalAI:applications/ColossalChat/coati/distributed/zero_bubble/distributor.py
import time import ray import ray.util.collective as cc import torch from coati.distributed.comm import SharedVariableActor, ray_broadcast_tensor_dict from coati.distributed.profiling_utils import CustomProfiler from colossalai.utils import get_current_device @ray.remote class Distributor: def __init__( ...
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function_simple
hpcaitech/ColossalAI:applications/ColossalChat/coati/distributed/zero_bubble/grpo_consumer.py
from contextlib import nullcontext from typing import Any, Optional import ray import torch import wandb from coati.distributed.comm import SharedVariableActor from coati.distributed.loss import PolicyLoss from coati.distributed.utils import entropy_from_logits, memory_efficient_logprob from coati.distributed.zero_bub...
{ "repo_id": "hpcaitech/ColossalAI", "file_path": "applications/ColossalChat/coati/distributed/zero_bubble/grpo_consumer.py", "license": "Apache License 2.0", "lines": 502, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
hpcaitech/ColossalAI:applications/ColossalChat/coati/distributed/zero_bubble/producer.py
import copy import json import os import threading import time from typing import Any, Dict, Optional import ray import ray.util.collective as cc import torch import tqdm import wandb from coati.dataset.loader import RawConversationDataset, collate_fn_grpo from coati.distributed.comm import SharedVariableActor, ray_br...
{ "repo_id": "hpcaitech/ColossalAI", "file_path": "applications/ColossalChat/coati/distributed/zero_bubble/producer.py", "license": "Apache License 2.0", "lines": 507, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
hpcaitech/ColossalAI:applications/ColossalChat/rl_example_zero_bubble.py
import argparse import json import os import ray import torch from coati.distributed.launch_zero_bubble import launch_distributed DEFAUT_SYSTEM_PROMPT = { "think_answer_tags": "You are a helpful assistant. The assistant first thinks about the reasoning process in the mind and then provides the user with the answe...
{ "repo_id": "hpcaitech/ColossalAI", "file_path": "applications/ColossalChat/rl_example_zero_bubble.py", "license": "Apache License 2.0", "lines": 362, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
hpcaitech/ColossalAI:applications/ColossalChat/coati/distributed/profiling_utils.py
import os import time class CustomProfiler: def __init__(self, name, disabled=True): self.disabled = disabled if not disabled: self.name = name self.pid = os.getpid() self.file = open(f"{name}.prof", "w") def _log(self, message): if self.disabled: ...
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function_simple
hpcaitech/ColossalAI:applications/ColossalChat/coati/distributed/reward/code_reward/testing_util.py
# Code from the verl Project (https://github.com/agentica-project/rllm), # which itself is adapted from Prime (https://github.com/PRIME-RL/PRIME) # # Copyright 2024 ByteDance Group # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You...
{ "repo_id": "hpcaitech/ColossalAI", "file_path": "applications/ColossalChat/coati/distributed/reward/code_reward/testing_util.py", "license": "Apache License 2.0", "lines": 570, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template":...
license
hpcaitech/ColossalAI:applications/ColossalChat/coati/distributed/reward/code_reward/utils.py
# Code from the verl Project (https://github.com/agentica-project/rllm), # which itself is adapted from Prime (https://github.com/PRIME-RL/PRIME) # # Copyright 2024 ByteDance Group # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You...
{ "repo_id": "hpcaitech/ColossalAI", "file_path": "applications/ColossalChat/coati/distributed/reward/code_reward/utils.py", "license": "Apache License 2.0", "lines": 58, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
hpcaitech/ColossalAI:applications/ColossalChat/start_code_verifier.py
from typing import List, Optional from coati.distributed.reward.code_reward.utils import check_correctness # Assuming utils.py is in the same directory from fastapi import FastAPI, HTTPException from pydantic import BaseModel app = FastAPI() class CheckCorrectnessRequest(BaseModel): in_outs: Optional[dict] ...
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function_simple
hpcaitech/ColossalAI:applications/ColossalChat/visualization.py
# Re-import required libraries due to kernel reset import argparse from collections import defaultdict import matplotlib.cm as cm import matplotlib.pyplot as plt # Argument parser for command line arguments parser = argparse.ArgumentParser(description="Process profiling logs and generate a timeline plot.") parser.add...
{ "repo_id": "hpcaitech/ColossalAI", "file_path": "applications/ColossalChat/visualization.py", "license": "Apache License 2.0", "lines": 84, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
hpcaitech/ColossalAI:colossalai/shardformer/modeling/qwen3.py
# Modifed from qwen2 modeling import math from typing import List, Optional, Tuple, Union import torch from torch import nn from transformers.modeling_attn_mask_utils import ( _prepare_4d_causal_attention_mask, _prepare_4d_causal_attention_mask_for_sdpa, ) from transformers.modeling_outputs import ( BaseMo...
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function_complex
hpcaitech/ColossalAI:colossalai/shardformer/policies/qwen3.py
# Modifed from qwen2 policy from functools import partial from typing import Callable, Dict, List, Union import torch.nn as nn from torch import Tensor from torch.nn import Module from transformers.models.qwen3.modeling_qwen3 import ( Qwen3Attention, Qwen3DecoderLayer, Qwen3ForCausalLM, Qwen3ForSequenc...
{ "repo_id": "hpcaitech/ColossalAI", "file_path": "colossalai/shardformer/policies/qwen3.py", "license": "Apache License 2.0", "lines": 491, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
hpcaitech/ColossalAI:tests/kit/model_zoo/transformers/qwen3.py
import torch import transformers from ..registry import ModelAttribute, model_zoo try: from transformers import Qwen3Config HAS_QWEN3 = True except ImportError: HAS_QWEN3 = False if HAS_QWEN3: # =============================== # Register Qwen3 # =============================== def data_...
{ "repo_id": "hpcaitech/ColossalAI", "file_path": "tests/kit/model_zoo/transformers/qwen3.py", "license": "Apache License 2.0", "lines": 109, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
hpcaitech/ColossalAI:tests/test_shardformer/test_model/test_shard_qwen3.py
import pytest import torch import transformers import colossalai from colossalai.logging import disable_existing_loggers from colossalai.shardformer.layer.utils import Randomizer from colossalai.tensor.d_tensor.api import clear_layout_converter from colossalai.testing import clear_cache_before_run, parameterize, rerun...
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test
huggingface/datasets:src/datasets/packaged_modules/lance/lance.py
import re from dataclasses import dataclass from pathlib import Path from typing import TYPE_CHECKING, Dict, List, Optional import pyarrow as pa from huggingface_hub import HfApi import datasets from datasets import Audio, Image, Video from datasets.builder import Key from datasets.table import table_cast from datase...
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function_complex
huggingface/datasets:tests/packaged_modules/test_lance.py
import lance import numpy as np import pyarrow as pa import pytest from datasets import load_dataset @pytest.fixture def lance_dataset(tmp_path) -> str: data = pa.table( { "id": pa.array([1, 2, 3, 4]), "value": pa.array([10.0, 20.0, 30.0, 40.0]), "text": pa.array(["a",...
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test
huggingface/datasets:src/datasets/packaged_modules/eval/eval.py
import json import os from itertools import islice from typing import Iterable import pyarrow as pa import datasets from datasets.builder import Key logger = datasets.utils.logging.get_logger(__name__) class Eval(datasets.GeneratorBasedBuilder): NUM_EXAMPLES_FOR_FEATURES_INFERENCE = 5 def _info(self): ...
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function_complex
huggingface/datasets:src/datasets/features/nifti.py
import os from dataclasses import dataclass, field from pathlib import Path from typing import TYPE_CHECKING, Any, ClassVar, Dict, Optional, Union import pyarrow as pa from .. import config from ..download.download_config import DownloadConfig from ..table import array_cast from ..utils.file_utils import is_local_pat...
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function_complex
huggingface/datasets:src/datasets/packaged_modules/niftifolder/niftifolder.py
import datasets from ..folder_based_builder import folder_based_builder logger = datasets.utils.logging.get_logger(__name__) class NiftiFolderConfig(folder_based_builder.FolderBasedBuilderConfig): """BuilderConfig for NiftiFolder.""" drop_labels: bool = None drop_metadata: bool = None def __post_...
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function_simple
huggingface/datasets:tests/features/test_nifti.py
## taken from: https://github.com/yarikoptic/nitest-balls1/blob/2cd07d86e2cc2d3c612d5d4d659daccd7a58f126/NIFTI/T1.nii.gz from pathlib import Path import pyarrow as pa import pytest from datasets import Dataset, Features, Nifti, load_dataset from src.datasets.features.nifti import encode_nibabel_image from ..utils i...
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test
huggingface/datasets:src/datasets/packaged_modules/hdf5/hdf5.py
from dataclasses import dataclass, field from typing import TYPE_CHECKING, Optional import numpy as np import pyarrow as pa import datasets from datasets.builder import Key from datasets.features.features import ( Array2D, Array3D, Array4D, Array5D, Features, LargeList, List, Value, ...
{ "repo_id": "huggingface/datasets", "file_path": "src/datasets/packaged_modules/hdf5/hdf5.py", "license": "Apache License 2.0", "lines": 295, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
huggingface/datasets:tests/packaged_modules/test_hdf5.py
import h5py import numpy as np import pytest from datasets import Array2D, Array3D, Array4D, Features, List, Value, load_dataset from datasets.builder import InvalidConfigName from datasets.data_files import DataFilesList from datasets.exceptions import DatasetGenerationError from datasets.packaged_modules.hdf5.hdf5 i...
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test
huggingface/datasets:src/datasets/features/_torchcodec.py
import numpy as np from torchcodec.decoders import AudioDecoder as _AudioDecoder class AudioDecoder(_AudioDecoder): def __getitem__(self, key: str): if key == "array": y = self.get_all_samples().data.cpu().numpy() return np.mean(y, axis=tuple(range(y.ndim - 1))) if y.ndim > 1 else ...
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function_simple
huggingface/diffusers:src/diffusers/modular_pipelines/flux/modular_blocks_flux.py
# Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
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license
huggingface/diffusers:src/diffusers/modular_pipelines/flux/modular_blocks_flux_kontext.py
# Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/modular_pipelines/flux/modular_blocks_flux_kontext.py", "license": "Apache License 2.0", "lines": 510, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:src/diffusers/modular_pipelines/flux2/modular_blocks_flux2_klein_base.py
# Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/modular_pipelines/flux2/modular_blocks_flux2_klein_base.py", "license": "Apache License 2.0", "lines": 350, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:src/diffusers/modular_pipelines/z_image/modular_blocks_z_image.py
# Copyright 2025 Alibaba Z-Image Team and The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unl...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/modular_pipelines/z_image/modular_blocks_z_image.py", "license": "Apache License 2.0", "lines": 290, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:src/diffusers/models/controlnets/controlnet_cosmos.py
from dataclasses import dataclass from typing import List, Optional, Tuple, Union import torch import torch.nn as nn from ...configuration_utils import ConfigMixin, register_to_config from ...loaders import FromOriginalModelMixin from ...utils import BaseOutput, is_torchvision_available, logging from ..modeling_utils...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/models/controlnets/controlnet_cosmos.py", "license": "Apache License 2.0", "lines": 272, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
huggingface/diffusers:src/diffusers/pipelines/cosmos/pipeline_cosmos2_5_transfer.py
# Copyright 2025 The NVIDIA Team and The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/pipelines/cosmos/pipeline_cosmos2_5_transfer.py", "license": "Apache License 2.0", "lines": 884, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:tests/models/controlnets/test_models_controlnet_cosmos.py
# Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writ...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/controlnets/test_models_controlnet_cosmos.py", "license": "Apache License 2.0", "lines": 222, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/pipelines/cosmos/test_cosmos2_5_transfer.py
# Copyright 2025 The HuggingFace Team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/pipelines/cosmos/test_cosmos2_5_transfer.py", "license": "Apache License 2.0", "lines": 372, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/transformers/test_models_transformer_wan_vace.py
# Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writ...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/transformers/test_models_transformer_wan_vace.py", "license": "Apache License 2.0", "lines": 206, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/modular_pipelines/wan/test_modular_pipeline_wan.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/modular_pipelines/wan/test_modular_pipeline_wan.py", "license": "Apache License 2.0", "lines": 41, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/modular_pipelines/z_image/test_modular_pipeline_z_image.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/modular_pipelines/z_image/test_modular_pipeline_z_image.py", "license": "Apache License 2.0", "lines": 59, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:examples/dreambooth/train_dreambooth_lora_z_image.py
#!/usr/bin/env python # coding=utf-8 # Copyright 2025 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
{ "repo_id": "huggingface/diffusers", "file_path": "examples/dreambooth/train_dreambooth_lora_z_image.py", "license": "Apache License 2.0", "lines": 1675, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:src/diffusers/modular_pipelines/wan/modular_blocks_wan.py
# Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/modular_pipelines/wan/modular_blocks_wan.py", "license": "Apache License 2.0", "lines": 139, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:src/diffusers/modular_pipelines/wan/modular_blocks_wan22.py
# Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/modular_pipelines/wan/modular_blocks_wan22.py", "license": "Apache License 2.0", "lines": 150, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:src/diffusers/modular_pipelines/wan/modular_blocks_wan22_i2v.py
# Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/modular_pipelines/wan/modular_blocks_wan22_i2v.py", "license": "Apache License 2.0", "lines": 202, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:src/diffusers/modular_pipelines/wan/modular_blocks_wan_i2v.py
# Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/modular_pipelines/wan/modular_blocks_wan_i2v.py", "license": "Apache License 2.0", "lines": 412, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:src/diffusers/pipelines/z_image/pipeline_z_image_inpaint.py
# Copyright 2025 Alibaba Z-Image Team and The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unl...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/pipelines/z_image/pipeline_z_image_inpaint.py", "license": "Apache License 2.0", "lines": 810, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:tests/pipelines/z_image/test_z_image_inpaint.py
# Copyright 2025 Alibaba Z-Image Team and The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unl...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/pipelines/z_image/test_z_image_inpaint.py", "license": "Apache License 2.0", "lines": 332, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:src/diffusers/hooks/mag_cache.py
# Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/hooks/mag_cache.py", "license": "Apache License 2.0", "lines": 384, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:tests/hooks/test_mag_cache.py
# Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writ...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/hooks/test_mag_cache.py", "license": "Apache License 2.0", "lines": 193, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/attention.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/attention.py", "license": "Apache License 2.0", "lines": 141, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/cache.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/cache.py", "license": "Apache License 2.0", "lines": 417, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/common.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/common.py", "license": "Apache License 2.0", "lines": 521, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/compile.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/compile.py", "license": "Apache License 2.0", "lines": 131, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/ip_adapter.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/ip_adapter.py", "license": "Apache License 2.0", "lines": 120, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/lora.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/lora.py", "license": "Apache License 2.0", "lines": 455, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/memory.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/memory.py", "license": "Apache License 2.0", "lines": 406, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/parallelism.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/parallelism.py", "license": "Apache License 2.0", "lines": 103, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/quantization.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/quantization.py", "license": "Apache License 2.0", "lines": 1090, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/single_file.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/single_file.py", "license": "Apache License 2.0", "lines": 209, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/models/testing_utils/training.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/models/testing_utils/training.py", "license": "Apache License 2.0", "lines": 167, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:utils/generate_model_tests.py
#!/usr/bin/env python # coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required b...
{ "repo_id": "huggingface/diffusers", "file_path": "utils/generate_model_tests.py", "license": "Apache License 2.0", "lines": 511, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:src/diffusers/pipelines/ltx2/utils.py
# Pre-trained sigma values for distilled model are taken from # https://github.com/Lightricks/LTX-2/blob/main/packages/ltx-pipelines/src/ltx_pipelines/utils/constants.py DISTILLED_SIGMA_VALUES = [1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875] # Reduced schedule for super-resolution stage 2 (subset of...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/pipelines/ltx2/utils.py", "license": "Apache License 2.0", "lines": 5, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
huggingface/diffusers:src/diffusers/modular_pipelines/flux2/modular_blocks_flux2_klein.py
# Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
{ "repo_id": "huggingface/diffusers", "file_path": "src/diffusers/modular_pipelines/flux2/modular_blocks_flux2_klein.py", "license": "Apache License 2.0", "lines": 337, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:tests/modular_pipelines/flux2/test_modular_pipeline_flux2_klein.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/modular_pipelines/flux2/test_modular_pipeline_flux2_klein.py", "license": "Apache License 2.0", "lines": 104, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:tests/modular_pipelines/flux2/test_modular_pipeline_flux2_klein_base.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
{ "repo_id": "huggingface/diffusers", "file_path": "tests/modular_pipelines/flux2/test_modular_pipeline_flux2_klein_base.py", "license": "Apache License 2.0", "lines": 104, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
test
huggingface/diffusers:utils/modular_auto_docstring.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...
{ "repo_id": "huggingface/diffusers", "file_path": "utils/modular_auto_docstring.py", "license": "Apache License 2.0", "lines": 279, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
license
huggingface/diffusers:src/diffusers/pipelines/bria_fibo/pipeline_bria_fibo_edit.py
# Copyright (c) Bria.ai. All rights reserved. # # This file is licensed under the Creative Commons Attribution-NonCommercial 4.0 International Public License (CC-BY-NC-4.0). # You may obtain a copy of the license at https://creativecommons.org/licenses/by-nc/4.0/ # # You are free to share and adapt this material for no...
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license
huggingface/diffusers:tests/pipelines/bria_fibo_edit/test_pipeline_bria_fibo_edit.py
# Copyright 2024 Bria 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 ...
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test
huggingface/diffusers:examples/dreambooth/test_dreambooth_lora_flux2_klein.py
# coding=utf-8 # Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
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test
huggingface/diffusers:examples/dreambooth/train_dreambooth_lora_flux2_klein.py
#!/usr/bin/env python # coding=utf-8 # Copyright 2025 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
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license
huggingface/diffusers:examples/dreambooth/train_dreambooth_lora_flux2_klein_img2img.py
#!/usr/bin/env python # coding=utf-8 # Copyright 2025 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
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license
huggingface/diffusers:src/diffusers/pipelines/flux2/pipeline_flux2_klein.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...
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license
huggingface/diffusers:tests/pipelines/flux2/test_pipeline_flux2_klein.py
import unittest import numpy as np import torch from PIL import Image from transformers import Qwen2TokenizerFast, Qwen3Config, Qwen3ForCausalLM from diffusers import ( AutoencoderKLFlux2, FlowMatchEulerDiscreteScheduler, Flux2KleinPipeline, Flux2Transformer2DModel, ) from ...testing_utils import tor...
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test
huggingface/diffusers:src/diffusers/pipelines/chroma/pipeline_chroma_inpainting.py
""" ChromaInpaintPipeline implements a text-guided image inpainting pipeline for the lodestones/Chroma1-HD model, based on the ChromaPipeline from Hugging Face Diffusers:contentReference[oaicite:0]{index=0} and the Stable Diffusion inpainting approach:contentReference[oaicite:1]{index=1}. """ # Copyright 2025 Black Fo...
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license
huggingface/diffusers:src/diffusers/models/transformers/transformer_glm_image.py
# Copyright 2025 The CogView team, Tsinghua University & ZhipuAI and The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/l...
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license
huggingface/diffusers:src/diffusers/pipelines/glm_image/pipeline_glm_image.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...
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license
huggingface/diffusers:src/diffusers/pipelines/glm_image/pipeline_output.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...
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documentation
huggingface/diffusers:tests/pipelines/glm_image/test_glm_image.py
# Copyright 2025 The HuggingFace Team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in...
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test
huggingface/diffusers:tests/lora/test_lora_layers_ltx2.py
# Copyright 2025 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writ...
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test
huggingface/diffusers:examples/research_projects/lpl/lpl_loss.py
# Copyright 2025 Berrada et al. import numpy as np import torch import torch.nn as nn import torch.nn.functional as F def normalize_tensor(in_feat, eps=1e-10): norm_factor = torch.sqrt(torch.sum(in_feat**2, dim=1, keepdim=True)) return in_feat / (norm_factor + eps) def cross_normalize(input, target, eps=1e...
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function_complex
huggingface/diffusers:examples/research_projects/lpl/train_sdxl_lpl.py
#!/usr/bin/env python # coding=utf-8 # Copyright 2025 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
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license
huggingface/diffusers:examples/server-async/utils/wrappers.py
class ThreadSafeTokenizerWrapper: def __init__(self, tokenizer, lock): self._tokenizer = tokenizer self._lock = lock self._thread_safe_methods = { "__call__", "encode", "decode", "tokenize", "encode_plus", "batch_encode...
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function_simple
huggingface/diffusers:src/diffusers/utils/distributed_utils.py
# 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 law or agreed ...
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license
huggingface/diffusers:tests/modular_pipelines/test_modular_pipelines_custom_blocks.py
# Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
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test
huggingface/diffusers:src/diffusers/modular_pipelines/qwenimage/modular_blocks_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...
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license
huggingface/diffusers:src/diffusers/modular_pipelines/qwenimage/modular_blocks_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...
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license
huggingface/diffusers:src/diffusers/modular_pipelines/qwenimage/modular_blocks_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...
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license
huggingface/diffusers:src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_layered.py
# Copyright 2025 Qwen-Image Team and The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
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license
huggingface/diffusers:scripts/convert_ltx2_to_diffusers.py
import argparse import os from contextlib import nullcontext from typing import Any import safetensors.torch import torch from accelerate import init_empty_weights from huggingface_hub import hf_hub_download from transformers import AutoTokenizer, Gemma3ForConditionalGeneration from diffusers import ( Autoencoder...
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function_complex
huggingface/diffusers:src/diffusers/models/autoencoders/autoencoder_kl_ltx2.py
# Copyright 2025 The Lightricks team and The HuggingFace Team. # All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Un...
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license
huggingface/diffusers:src/diffusers/models/autoencoders/autoencoder_kl_ltx2_audio.py
# Copyright 2025 The Lightricks team and The HuggingFace Team. # All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Un...
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license
huggingface/diffusers:src/diffusers/models/transformers/transformer_ltx2.py
# Copyright 2025 The Lightricks team and The HuggingFace Team. # All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Un...
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license