repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
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values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/__init__.py | swift/aigc/__init__.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import TYPE_CHECKING
from swift.utils.import_utils import _LazyModule
if TYPE_CHECKING:
# Recommend using `xxx_main`
from .animatediff import animatediff_sft, animatediff_main
from .animatediff_infer import animatediff_infer, animatediff_infer_... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/train_dreambooth_lora_sdxl.py | swift/aigc/diffusers/train_dreambooth_lora_sdxl.py | #!/usr/bin/env python
# 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/LICENSE-2.0
#
# U... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/train_controlnet_sdxl.py | swift/aigc/diffusers/train_controlnet_sdxl.py | #!/usr/bin/env python
# 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/LICENSE-2.0
#
# U... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/infer_controlnet_sdxl.py | swift/aigc/diffusers/infer_controlnet_sdxl.py | import argparse
import os
import torch
from diffusers import ControlNetModel, StableDiffusionXLControlNetPipeline, UniPCMultistepScheduler
from diffusers.utils import load_image
from modelscope import snapshot_download
def parse_args():
parser = argparse.ArgumentParser(description='Simple example of a ControlNet... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/train_dreambooth_lora.py | swift/aigc/diffusers/train_dreambooth_lora.py | #!/usr/bin/env python
# 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/LICENSE-2.0
#
# U... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/train_text_to_image.py | swift/aigc/diffusers/train_text_to_image.py | #!/usr/bin/env python
# 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/LICENSE-2.0
#
# U... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/infer_text_to_image_sdxl.py | swift/aigc/diffusers/infer_text_to_image_sdxl.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import argparse
import os
import torch
from diffusers import DiffusionPipeline, UNet2DConditionModel
from modelscope import snapshot_download
def parse_args():
parser = argparse.ArgumentParser(description='Simple example of a text to image inference.')
parser... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/infer_text_to_image.py | swift/aigc/diffusers/infer_text_to_image.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import argparse
import os
import torch
from diffusers import StableDiffusionPipeline, UNet2DConditionModel
from modelscope import snapshot_download
def parse_args():
parser = argparse.ArgumentParser(description='Simple example of a text to image inference.')
... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/infer_dreambooth.py | swift/aigc/diffusers/infer_dreambooth.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import argparse
import os
import torch
from diffusers import StableDiffusionPipeline
from modelscope import snapshot_download
def parse_args():
parser = argparse.ArgumentParser(description='Simple example of a dreambooth inference.')
parser.add_argument(
... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/infer_text_to_image_lora_sdxl.py | swift/aigc/diffusers/infer_text_to_image_lora_sdxl.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import argparse
import os
import torch
from diffusers import StableDiffusionXLPipeline, UNet2DConditionModel
from modelscope import snapshot_download
from swift import Swift
def parse_args():
parser = argparse.ArgumentParser(description='Simple example of a text... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/infer_dreambooth_lora_sdxl.py | swift/aigc/diffusers/infer_dreambooth_lora_sdxl.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import argparse
import os
import torch
from diffusers import DiffusionPipeline
from modelscope import snapshot_download
from swift import Swift
def parse_args():
parser = argparse.ArgumentParser(description='Simple example of a text to image inference.')
par... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/train_controlnet.py | swift/aigc/diffusers/train_controlnet.py | #!/usr/bin/env python
# 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/LICENSE-2.0
#
# U... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/__init__.py | swift/aigc/diffusers/__init__.py | from .infer_controlnet import main as infer_controlnet
from .infer_controlnet_sdxl import main as infer_controlnet_sdxl
from .infer_dreambooth import main as infer_dreambooth
from .infer_dreambooth_lora import main as infer_dreambooth_lora
from .infer_dreambooth_lora_sdxl import main as infer_dreambooth_lora_sdxl
from ... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/infer_controlnet.py | swift/aigc/diffusers/infer_controlnet.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import argparse
import os
import torch
from diffusers import ControlNetModel, StableDiffusionControlNetPipeline, UniPCMultistepScheduler
from diffusers.utils import load_image
from modelscope import snapshot_download
def parse_args():
parser = argparse.ArgumentPa... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/train_dreambooth.py | swift/aigc/diffusers/train_dreambooth.py | #!/usr/bin/env python
# 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/LICENSE-2.0
#
# U... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/infer_text_to_image_lora.py | swift/aigc/diffusers/infer_text_to_image_lora.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import argparse
import os
import torch
from diffusers import StableDiffusionPipeline
from modelscope import snapshot_download
from swift import Swift
def parse_args():
parser = argparse.ArgumentParser(description='Simple example of a text to image inference.')
... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/infer_dreambooth_lora.py | swift/aigc/diffusers/infer_dreambooth_lora.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import argparse
import os
import torch
from diffusers import DiffusionPipeline, DPMSolverMultistepScheduler
from modelscope import snapshot_download
from swift import Swift
def parse_args():
parser = argparse.ArgumentParser(description='Simple example of a text ... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/train_text_to_image_lora.py | swift/aigc/diffusers/train_text_to_image_lora.py | # 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/LICENSE-2.0
#
# Unless required by appl... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/train_text_to_image_lora_sdxl.py | swift/aigc/diffusers/train_text_to_image_lora_sdxl.py | #!/usr/bin/env python
# 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/LICENSE-2.0
#
# U... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/diffusers/train_text_to_image_sdxl.py | swift/aigc/diffusers/train_text_to_image_sdxl.py | #!/usr/bin/env python
# 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/LICENSE-2.0
#
# U... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/utils/argument.py | swift/aigc/utils/argument.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import os
from dataclasses import dataclass, field
from typing import Literal, Optional, Union
import torch
import torch.distributed as dist
from swift import get_logger
from swift.utils import broadcast_string, get_dist_setting, is_dist
logger = get_logger()
@data... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/aigc/utils/__init__.py | swift/aigc/utils/__init__.py | from .argument import AnimateDiffArguments, AnimateDiffInferArguments
| python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/new_models/modeling_llava.py | swift/new_models/modeling_llava.py | from transformers import LlavaForConditionalGeneration, LlavaNextForConditionalGeneration
from transformers.models.llava.modeling_llava import LlavaCausalLMOutputWithPast, LLAVA_INPUTS_DOCSTRING
from transformers.models.llava_next.modeling_llava_next import LlavaNextCausalLMOutputWithPast
from transformers.models.llava... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/new_models/resnet.py | swift/new_models/resnet.py | import torch.nn as nn
import torch.utils.model_zoo as model_zoo
from torch.nn import functional as F
from typing import Any, cast, Dict, List, Optional, Union
import numpy as np
import sys
# sys.path.append("/path/to/your/project")
#
# from AIGC.networks.denoising_rgb import DenoiseNet
# from AIGC.models.network_dncnn... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/new_models/__init__.py | swift/new_models/__init__.py | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false | |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/new_models/config_llava_new.py | swift/new_models/config_llava_new.py | from transformers import LlavaConfig, LlavaNextConfig
from transformers import PretrainedConfig
from typing import List
from transformers import AutoConfig
from transformers.models.auto import CONFIG_MAPPING
from transformers.configuration_utils import PretrainedConfig
class LlavaWithResNetConfig(LlavaConfig):
mod... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/new_models/processing_llava_next.py | swift/new_models/processing_llava_next.py | from typing import List, Union
from PIL import Image
import numpy as np
import torch
from transformers import BatchFeature
from transformers.tokenization_utils_base import PreTokenizedInput, TextInput
from transformers.image_utils import ImageInput, get_image_size, to_numpy_array
from transformers.models.llava_next.pro... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/neftune.py | swift/tuners/neftune.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from dataclasses import dataclass, field
import torch
from torch import nn
from swift.utils.logger import get_logger
from .utils import SwiftAdapter, SwiftConfig, SwiftOutput
logger = get_logger()
@dataclass
class NEFTuneConfig(SwiftConfig):
"""
The configu... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/mapping.py | swift/tuners/mapping.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from .adapter import Adapter, AdapterConfig
from .llamapro import LLaMAPro, LLaMAProConfig
from .longlora.longlora import LongLoRA, LongLoRAConfig
from .lora import LoRA, LoRAConfig
from .neftune import NEFTune, NEFTuneConfig
from .part import Part, PartConfig
from .pr... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/reft.py | swift/tuners/reft.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from dataclasses import dataclass
from types import MethodType
from typing import List, Literal, Optional
import json
import torch
from torch import nn
from swift import get_logger
from .utils import SwiftAdapter, SwiftConfig, SwiftOutput
logger = get_logger()
@dat... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/restuning_components.py | swift/tuners/restuning_components.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import math
import torch
import torch.nn as nn
import torch.nn.functional as F
from einops import rearrange
from swift.utils.logger import get_logger
logger = get_logger()
class ResTuner(nn.Module):
def __init__(self, dim=None, layer_num=-1, depth=-1, zero_ini... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/llamapro.py | swift/tuners/llamapro.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from copy import deepcopy
from dataclasses import dataclass, field
from typing import Optional
import torch
from torch import nn
from swift.utils.logger import get_logger
from swift.utils.module_mapping import MODEL_KEYS_MAPPING, ModelKeys
from .utils import Activatio... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/side.py | swift/tuners/side.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import copy
import re
import types
from collections import OrderedDict
from dataclasses import dataclass, field
from functools import partial
from itertools import repeat
from typing import List, Union
import torch
from torch import nn
from swift.utils.logger import g... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/part.py | swift/tuners/part.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import re
from copy import deepcopy
from dataclasses import dataclass
from types import MethodType
from typing import Dict, Optional
import torch
from torch import nn
from swift import get_logger
from .utils import ActivationMixin, SwiftAdapter, SwiftConfig, SwiftOutp... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/lora.py | swift/tuners/lora.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License (MIT). See LICENSE in the repo root for license information.
from dataclasses import asdict, dataclass, field
from functools import reduce
import torch
from transformers import... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/restuning.py | swift/tuners/restuning.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import copy
import re
import types
from dataclasses import dataclass, field
from typing import Dict, List, Optional, Union
import torch
import torch.nn as nn
from swift import get_logger
from swift.utils.torch_utils import find_sub_module
from .restuning_components im... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/utils.py | swift/tuners/utils.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Copyright 2023-present the HuggingFace Inc. team.
import hashlib
import os
import shutil
import threading
import uuid
from dataclasses import asdict, dataclass, field
from types import FunctionType
from typing import Dict, Optional, Union
import json
import numpy as... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/prompt.py | swift/tuners/prompt.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import re
import types
from dataclasses import dataclass, field
from typing import List, Union
import torch
from torch import nn
from swift import get_logger
from swift.utils.torch_utils import find_sub_module
from .utils import ActivationMixin, SwiftAdapter, SwiftCo... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/lora_layers.py | swift/tuners/lora_layers.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License (MIT). See LICENSE in the repo root for license information.
import importlib
import math
import re
import warnings
from itertools import chain
from typing import Any, Dict, Lis... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/__init__.py | swift/tuners/__init__.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import TYPE_CHECKING
from swift.utils.import_utils import _LazyModule
if TYPE_CHECKING:
from .adapter import Adapter, AdapterConfig, AdapterModule
from .base import SwiftModel, Swift
from .lora import LoRA, LoRAConfig
from .mapping import S... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/base.py | swift/tuners/base.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Copyright 2023-present the HuggingFace Inc. team.
import os
import re
import shutil
from copy import copy
from functools import partial
from inspect import Parameter, Signature, signature
from types import MethodType
from typing import Dict, List, Literal, Optional, U... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/peft.py | swift/tuners/peft.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Copyright 2023-present the HuggingFace Inc. team.
import os.path
from dataclasses import asdict, dataclass, field
from functools import partial, reduce
from types import MethodType
from typing import Dict, Optional
import json
import peft
import torch
import torch.nn... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/adapter.py | swift/tuners/adapter.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import inspect
import re
import types
from dataclasses import dataclass, field
from typing import List, Union
import torch
from torch import nn
from transformers.activations import ACT2CLS
from swift import get_logger
from swift.utils.torch_utils import find_sub_modul... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/rome/rome.py | swift/tuners/rome/rome.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from kmeng01/rome.
from copy import deepcopy
from dataclasses import dataclass, field
from typing import Any, Dict, List, Set, Tuple
import torch
import torch.nn as nn
from swift import SwiftConfig
from swift.tuners.utils impor... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/rome/repr_tools.py | swift/tuners/rome/repr_tools.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from kmeng01/rome.
"""
Contains utilities for extracting token representations and indices
from string templates. Used in computing the left and right vectors for ROME.
"""
from typing import Any, Callable, List, Tuple, Union
i... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/rome/compute_v.py | swift/tuners/rome/compute_v.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from kmeng01/rome.
from typing import Any, Dict, List, Tuple
import numpy as np
import torch
from modelscope import AutoTokenizer
from swift.utils.logger import get_logger
from .nethook import TraceDict, set_requires_grad
from ... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/rome/rome_hparams.py | swift/tuners/rome/rome_hparams.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from kmeng01/rome.
from dataclasses import dataclass
from typing import List
from .hparams import HyperParams
@dataclass
class ROMEHyperParams(HyperParams):
# Method
layers: List[int]
fact_token: str
v_num_grad... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/rome/context_template.py | swift/tuners/rome/context_template.py | # Copyright (c) Alibaba, Inc. and its affiliates.
context_template = [
'{}',
'Human: {}',
'Input: {}',
'User: {}',
'The city is beautiful, {}',
'Today is a sunny day, {}',
'America has a long coastline. {}',
'The dogs are barking. {}',
'These flowers need water. {}',
'This city i... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/rome/compute_u.py | swift/tuners/rome/compute_u.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from kmeng01/rome.
from typing import Dict, List
import torch
from modelscope import AutoTokenizer
from swift.utils.logger import get_logger
from .repr_tools import get_reprs_at_idxs, get_reprs_at_word_tokens
from .rome_hparams... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/rome/nethook.py | swift/tuners/rome/nethook.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from kmeng01/rome.
"""
Utilities for instrumenting a torch model.
Trace will hook one layer at a time.
TraceDict will hook multiple layers at once.
subsequence slices intervals from Sequential modules.
get_module, replace_module... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/rome/hparams.py | swift/tuners/rome/hparams.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from kmeng01/rome.
import os
from dataclasses import dataclass
import json
@dataclass
class HyperParams:
"""
Simple wrapper to store hyperparameters for Python-based rewriting methods.
"""
@classmethod
def... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/rome/__init__.py | swift/tuners/rome/__init__.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from .rome import Rome, RomeConfig
| python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/scetuning/scetuning.py | swift/tuners/scetuning/scetuning.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import inspect
import re
import types
from dataclasses import dataclass, field
from typing import List, Optional, Union
import torch
from torch import nn
from transformers.activations import ACT2CLS
from swift import get_logger
from swift.tuners.utils import Activatio... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/scetuning/__init__.py | swift/tuners/scetuning/__init__.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from .scetuning import SCETuning, SCETuningConfig
| python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/scetuning/scetuning_components.py | swift/tuners/scetuning/scetuning_components.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import math
import torch
import torch.nn as nn
import torch.nn.functional as F
from einops import rearrange
from swift.utils.logger import get_logger
logger = get_logger()
def detach_tensors(feats):
if type(feats) in [list, tuple]:
feats = [detach_tenso... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/longlora/llama.py | swift/tuners/longlora/llama.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from dvlab-research/LongLoRA.
import math
from types import MethodType
from typing import Optional, Tuple
import torch
import torch.nn.functional as F
from torch import nn
from transformers import Cache
from transformers.models... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/longlora/__init__.py | swift/tuners/longlora/__init__.py | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false | |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/tuners/longlora/longlora.py | swift/tuners/longlora/longlora.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from dvlab-research/LongLoRA.
import re
from dataclasses import dataclass, field
from typing import List, Tuple, Union
import torch.nn as nn
from swift import LoRA, LoRAConfig, SwiftOutput
from swift.tuners.lora import lora_sta... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/arguments.py | swift/trainers/arguments.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import os
from dataclasses import dataclass, field
from typing import List, Optional
import torch
from transformers.training_args import TrainingArguments as HfTrainingArguments
from transformers.training_args_seq2seq import Seq2SeqTrainingArguments as HfSeq2SeqTraini... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/callback.py | swift/trainers/callback.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import os
import time
from tqdm.auto import tqdm
from transformers.trainer_callback import (DefaultFlowCallback, ProgressCallback, TrainerCallback, TrainerControl,
TrainerState)
from transformers.trainer_utils import IntervalS... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/trainer_factory.py | swift/trainers/trainer_factory.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import importlib.util
import inspect
from contextlib import contextmanager
from typing import Dict
from swift.utils import get_logger
logger = get_logger()
class TrainerFactory:
TRAINER_MAPPING = {
'sft': 'swift.trainers.Seq2SeqTrainer',
'dpo': '... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/utils.py | swift/trainers/utils.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from huggingface/transformers.
import inspect
from types import FunctionType, MethodType
from typing import List, Union
from datasets import Dataset as HfDataset
from datasets import IterableDataset as HFIterableDataset
from to... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/loss.py | swift/trainers/loss.py | from typing import Callable, Optional
import torch
from torch.nn import CrossEntropyLoss
class LossName:
long_ce = 'long-ce'
loss_scale = 'loss-scale'
LOSS_MAPPING = {}
def register_loss_func(loss_name: str, loss_func: Optional[Callable] = None):
loss_info = {}
if loss_func is not None:
... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/__init__.py | swift/trainers/__init__.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import TYPE_CHECKING
from swift.utils.import_utils import _LazyModule
if TYPE_CHECKING:
from .arguments import (Seq2SeqTrainingArguments, TrainingArguments, DPOConfig, CPOConfig, KTOConfig, ORPOConfig,
PPOConfig)
from .r... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/mixin.py | swift/trainers/mixin.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Part of the implementation is borrowed from huggingface/transformers.
import inspect
import os
import re
import shutil
import time
from collections import defaultdict
from contextlib import contextmanager, nullcontext
from copy import copy
from pathlib import Path
fro... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | true |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/trainers.py | swift/trainers/trainers.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import time
from typing import Any, Dict, List, Optional, Tuple, Union
import torch
from peft import PeftModel
from torch import nn
from transformers import Seq2SeqTrainer as HfSeq2SeqTrainer
from transformers import Trainer as HfTrainer
from transformers.integrations ... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/push_to_ms.py | swift/trainers/push_to_ms.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import os
import tempfile
from functools import partial
from pathlib import Path
from typing import List, Optional, Union
from huggingface_hub import RepoUrl
from huggingface_hub.hf_api import CommitInfo, future_compatible
from requests.exceptions import HTTPError
from... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/xtuner.py | swift/trainers/xtuner.py | from typing import Any
import datasets
import torch
import torch.distributed as dist
from datasets import Dataset
from torch.utils.data import DataLoader
from transformers.trainer_utils import seed_worker
def assert_xtuner_runtime_condition():
from swift.llm.utils.utils import is_xtuner_available
assert is_x... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/optimizers/__init__.py | swift/trainers/optimizers/__init__.py | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false | |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/optimizers/galore/galore_projector.py | swift/trainers/optimizers/galore/galore_projector.py | # code borrowed from https://github.com/jiaweizzhao/GaLore
import torch
class GaLoreProjector:
def __init__(self, rank, verbose=False, update_proj_gap=200, scale=1.0, proj_type='std'):
self.rank = rank
self.verbose = verbose
self.update_proj_gap = update_proj_gap
self.scale = sca... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/optimizers/galore/adamw8bit.py | swift/trainers/optimizers/galore/adamw8bit.py | # code borrowed from https://github.com/jiaweizzhao/GaLore
import torch
from bitsandbytes.optim.optimizer import Optimizer2State
from .galore_projector import GaLoreProjector
class AdamW8bit(Optimizer2State):
def __init__(self,
params,
lr=1e-3,
betas=(0.9, 0.99... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/optimizers/galore/adamw.py | swift/trainers/optimizers/galore/adamw.py | # copy dependencies from transformers/optimization.py
# code borrowed from https://github.com/jiaweizzhao/GaLore
import math
import warnings
from typing import Callable, Iterable, Tuple
import torch
from torch import nn
from torch.optim import Optimizer
from transformers.utils.versions import require_version
from .ga... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/optimizers/galore/utils.py | swift/trainers/optimizers/galore/utils.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import importlib
from dataclasses import dataclass
from typing import Any, Dict, List, Tuple, Union
import torch
from torch import nn
from torch.optim import Optimizer
from transformers import Trainer, TrainingArguments, get_scheduler
from swift.utils import get_logge... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/optimizers/galore/__init__.py | swift/trainers/optimizers/galore/__init__.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import TYPE_CHECKING
from swift.utils.import_utils import _LazyModule
if TYPE_CHECKING:
from .utils import create_optimizer_and_scheduler, GaLoreConfig
from .adafactor import GaLoreAdafactor
from .adamw8bit import GaLoreAdamW8bit
from .ada... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/optimizers/galore/adafactor.py | swift/trainers/optimizers/galore/adafactor.py | # copy dependencies from transformers/optimization.py
# code borrowed from https://github.com/jiaweizzhao/GaLore
import math
import torch
from torch.optim import Optimizer
from transformers.utils.versions import require_version
from .galore_projector import GaLoreProjector
class Adafactor(Optimizer):
"""
Ad... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/rlhf_trainer/dpo_trainer.py | swift/trainers/rlhf_trainer/dpo_trainer.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import Optional, Union
import torch.nn as nn
from peft import PeftModel
from transformers import PreTrainedModel
from trl import DPOTrainer as HFDPOTrainer
from swift.trainers import PushToMsHubMixin, RLHFTrainerMixin, SwiftMixin
del HFDPOTrainer.__init__... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/rlhf_trainer/kto_trainer.py | swift/trainers/rlhf_trainer/kto_trainer.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import warnings
from typing import Any, Dict, List, Optional, Union
import numpy as np
import torch.nn as nn
from peft import PeftModel
from transformers import PreTrainedModel
from trl import KTOTrainer as HFKTOTrainer
from swift.llm import LLMDataset
from swift.trai... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/rlhf_trainer/cpo_trainer.py | swift/trainers/rlhf_trainer/cpo_trainer.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import warnings
from typing import Optional, Union
import torch.nn as nn
from transformers import PreTrainedModel
from trl import CPOTrainer as HFCPOTrainer
from swift.trainers import PushToMsHubMixin, RLHFTrainerMixin, SwiftMixin
del HFCPOTrainer.__init__
del HFCPOT... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/rlhf_trainer/orpo_trainer.py | swift/trainers/rlhf_trainer/orpo_trainer.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import Dict, List, Optional, Tuple, Union
import torch
import torch.nn as nn
from transformers import PreTrainedModel
from trl import ORPOTrainer as HFORPOTrainer
from swift.trainers import PushToMsHubMixin, RLHFTrainerMixin, SwiftMixin
del HFORPOTrainer.... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/rlhf_trainer/reward_trainer.py | swift/trainers/rlhf_trainer/reward_trainer.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from collections import defaultdict
from typing import Any, Dict, Optional, Tuple, Union
import pandas as pd
import torch
import torch.nn as nn
from accelerate.utils import gather_object
from transformers import PreTrainedModel
from trl import RewardTrainer as HFReward... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/rlhf_trainer/ppo_trainer.py | swift/trainers/rlhf_trainer/ppo_trainer.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from torch.utils.data import DataLoader
from transformers import PreTrainedModel
from trl import PPOv2Trainer as HFPPOTrainer
from swift.trainers import PushToMsHubMixin, RLHFTrainerMixin, SwiftMixin
class PPOTrainer(RLHFTrainerMixin, PushToMsHubMixin, SwiftMixin, HF... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/trainers/rlhf_trainer/__init__.py | swift/trainers/rlhf_trainer/__init__.py | from .cpo_trainer import CPOTrainer
from .dpo_trainer import DPOTrainer
from .kto_trainer import KTOTrainer
from .orpo_trainer import ORPOTrainer
from .ppo_trainer import PPOTrainer
from .reward_trainer import RewardTrainer
| python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/torch_utils.py | swift/utils/torch_utils.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import os
import socket
import time
import uuid
from bisect import bisect_right
from contextlib import nullcontext
from typing import List, Optional, Tuple
import numpy as np
import torch
import torch.distributed as dist
from torch.nn import Module
from transformers.i... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/module_mapping.py | swift/utils/module_mapping.py | from collections import OrderedDict
from dataclasses import dataclass, field
from typing import List, Union
@dataclass
class ModelKeys:
model_type: str = None
module_list: str = None
embedding: str = None
mlp: str = None
down_proj: str = None
attention: str = None
o_proj: str = None... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/constants.py | swift/utils/constants.py | # Copyright (c) Alibaba, Inc. and its affiliates.
BIN_EXTENSIONS = [
'.*.bin',
'.*.ts',
'.*.pt',
'.*.data-00000-of-00001',
'.*.onnx',
'.*.meta',
'.*.pb',
'.*.index',
]
PEFT_TYPE_KEY = 'peft_type'
SWIFT_TYPE_KEY = 'swift_type'
DEFAULT_ADAPTER = 'default'
class Invoke(object):
KEY ... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/logger.py | swift/utils/logger.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import importlib.util
import logging
import os
from typing import Optional
from modelscope.utils.logger import get_logger as get_ms_logger
# Avoid circular reference
def _is_local_master():
local_rank = int(os.getenv('LOCAL_RANK', -1))
return local_rank in {-... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/utils.py | swift/utils/utils.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import datetime as dt
import os
import random
import re
import subprocess
import sys
import time
from contextlib import contextmanager
from typing import Any, Callable, Dict, List, Mapping, Optional, Sequence, Tuple, Type, TypeVar
import numpy as np
import torch.distri... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/io_utils.py | swift/utils/io_utils.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import Any, List
import json
from .logger import get_logger
from .utils import check_json_format
logger = get_logger()
def read_from_jsonl(fpath: str, encoding: str = 'utf-8') -> List[Any]:
res: List[Any] = []
with open(fpath, 'r', encoding=enco... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/tb_utils.py | swift/utils/tb_utils.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import os
from typing import Dict, List, Tuple
import matplotlib.pyplot as plt
from tensorboard.backend.event_processing.event_accumulator import EventAccumulator
Item = Dict[str, float]
TB_COLOR, TB_COLOR_SMOOTH = '#FFE2D9', '#FF7043'
def read_tensorboard_file(fpa... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/__init__.py | swift/utils/__init__.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from .hub import create_ms_repo, push_to_ms_hub
from .io_utils import append_to_jsonl, read_from_jsonl, write_to_jsonl
from .logger import get_logger
from .metric import compute_acc_metrics, compute_nlg_metrics, preprocess_logits_for_metrics
from .np_utils import get_s... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/metric.py | swift/utils/metric.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import Dict, Literal
import numpy as np
import torch
from transformers.trainer_utils import EvalPrediction
from .logger import get_logger
logger = get_logger()
def compute_nlg_metrics(prediction, tokenizer):
import jieba
from nltk.translate.ble... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/import_utils.py | swift/utils/import_utils.py | # Copyright (c) Alibaba, Inc. and its affiliates.
# Copyright 2023-present the HuggingFace Inc. team.
import importlib.util
import os
from itertools import chain
from types import ModuleType
from typing import Any
from .logger import get_logger
logger = get_logger() # pylint: disable=invalid-name
class _LazyModul... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/np_utils.py | swift/utils/np_utils.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import Any, Dict, List, Optional, Tuple, Union
import numpy as np
from numpy import ndarray
from numpy.random import RandomState
from pandas import DataFrame
def transform_jsonl_to_df(dict_list: List[Dict[str, Any]]) -> DataFrame:
"""Relevant function... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/run_utils.py | swift/utils/run_utils.py | import os
from datetime import datetime
from typing import Callable, List, Type, TypeVar, Union
from .logger import get_logger
from .utils import parse_args
logger = get_logger()
_TArgsClass = TypeVar('_TArgsClass')
_T = TypeVar('_T')
NoneType = type(None)
def get_main(args_class: Type[_TArgsClass],
ll... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/utils/hub.py | swift/utils/hub.py | import os
import shutil
import subprocess
import tempfile
import time
from typing import Optional
from requests.exceptions import HTTPError
from swift.hub import HubApi, ModelScopeConfig
from swift.hub.constants import ModelVisibility
from .logger import get_logger
from .utils import subprocess_run
logger = get_logg... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/llm/export.py | swift/llm/export.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import os
from contextlib import contextmanager
from types import MethodType
from typing import Dict, List, Optional
import json
import torch
import torch.nn as nn
from swift.llm import get_model_tokenizer, get_template
from swift.utils import (check_json_format, get_... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/llm/rome.py | swift/llm/rome.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import Optional
import json
import torch
from transformers import GenerationConfig
from swift.tuners import Swift
from swift.tuners.rome import RomeConfig
from swift.utils import get_logger, get_main, get_model_info, seed_everything, show_layers
from .util... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/llm/infer.py | swift/llm/infer.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import datetime as dt
import os
import re
import shutil
from typing import Any, Dict, List, Literal, Optional, Tuple
import json
import numpy as np
import torch
from tqdm import tqdm
from transformers import BitsAndBytesConfig, GenerationConfig, PreTrainedModel, PreTra... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/llm/rlhf.py | swift/llm/rlhf.py | # Copyright (c) Alibaba, Inc. and its affiliates.
from typing import Any, Dict
from swift.llm.utils import get_model_with_value_head
from swift.trainers import TrainerFactory
from swift.utils import get_logger, get_main, seed_everything
from .sft import prepare_dataset, prepare_model_template_train, trainer_train
from... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
wyczzy/AIGI-Holmes | https://github.com/wyczzy/AIGI-Holmes/blob/bae30b9e807230255a9f3fd18c9c64c08805b427/swift/llm/eval.py | swift/llm/eval.py | # Copyright (c) Alibaba, Inc. and its affiliates.
import asyncio
import datetime as dt
import multiprocessing
import os
import time
from contextlib import contextmanager
from typing import Any, Dict, List, Optional, Tuple
import json
from evalscope.backend.opencompass import OpenCompassBackendManager
from evalscope.ba... | python | Apache-2.0 | bae30b9e807230255a9f3fd18c9c64c08805b427 | 2026-01-05T07:09:55.123229Z | false |
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