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- sections: - local: index title: 🤗 Transformers 简介 - local: quicktour title: 快速上手 - local: installation title: 安装 title: 开始使用 - sections: - local: pipeline_tutorial title: 使用pipelines进行推理 - local: autoclass_tutorial title: 使用AutoClass编写可移植的代码 - local: preprocessing title: 预处理数据 ...
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transformers/docs/source/zh/hpo_train.md/0
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<!--Copyright 2020 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 applicable law or agreed...
transformers/docs/source/zh/main_classes/deepspeed.md/0
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<!--Copyright 2022 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 applicable law or agreed...
transformers/docs/source/zh/model_sharing.md/0
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<!-- Copyright 2023 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 applicable law or agree...
transformers/docs/source/zh/tasks/asr.md/0
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#!/usr/bin/env python # Copyright 2021 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 ...
transformers/examples/flax/summarization/run_summarization_flax.py/0
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# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team. # Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the Licens...
transformers/examples/legacy/multiple_choice/run_multiple_choice.py/0
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#!/usr/bin/env python # Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team. # Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtai...
transformers/examples/legacy/run_swag.py/0
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#!/usr/bin/env python # Copyright 2020 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...
transformers/examples/legacy/seq2seq/pack_dataset.py/0
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if ! [ -f ./dev.txt ]; then echo "Download dev dataset...." curl -L -o ./dev.txt 'https://github.com/UniversalDependencies/UD_English-EWT/raw/master/en_ewt-ud-dev.conllu' fi if ! [ -f ./test.txt ]; then echo "Download test dataset...." curl -L -o ./test.txt 'https://github.com/UniversalDependencies/UD_English-...
transformers/examples/legacy/token-classification/run_pos.sh/0
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from examples/modular-transformers/modular_my_new_model2.py. # Do NOT edit this file manually as any edits will be overwritten by the generati...
transformers/examples/modular-transformers/configuration_my_new_model2.py/0
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# Note that zamba does not have the `apply_rotary_pos_emb` function! from transformers.models.llama.modeling_llama import apply_rotary_pos_emb from transformers.models.zamba.modeling_zamba import ZambaAttention # When following ZambaAttention dependencies, the function `apply_rotary_pos_emb` is not present # by defau...
transformers/examples/modular-transformers/modular_add_function.py/0
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<!--- Copyright 2020 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 applicable law or a...
transformers/examples/pytorch/README.md/0
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#!/usr/bin/env python # Copyright 2021 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...
transformers/examples/pytorch/speech-recognition/run_speech_recognition_seq2seq.py/0
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#!/usr/bin/env python # Copyright 2022 University of Cambridge, Tencent AI Lab, DeepMind and The University of Hong Kong Authors and 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. # Yo...
transformers/examples/pytorch/text-generation/run_generation_contrastive_search.py/0
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<!--- Copyright 2021 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 applicable law or a...
transformers/examples/tensorflow/README.md/0
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<!--- Copyright 2021 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 applicable law or ...
transformers/examples/tensorflow/token-classification/README.md/0
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# Copyright 2020 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 ...
transformers/src/transformers/convert_tf_hub_seq_to_seq_bert_to_pytorch.py/0
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# THIS FILE HAS BEEN AUTOGENERATED. To update: # 1. modify the `_deps` dict in setup.py # 2. run `make deps_table_update`` deps = { "Pillow": "Pillow>=10.0.1,<=15.0", "accelerate": "accelerate>=0.26.0", "av": "av", "beautifulsoup4": "beautifulsoup4", "blobfile": "blobfile", "codecarbon": "codeca...
transformers/src/transformers/dependency_versions_table.py/0
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import time import warnings from abc import ABC from collections import OrderedDict from copy import deepcopy from typing import Optional, Union import numpy as np import torch from torch.nn import functional as F from ..pytorch_utils import isin_mps_friendly from ..tokenization_utils_base import PreTrainedTokenizerB...
transformers/src/transformers/generation/stopping_criteria.py/0
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# Copyright 2023 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...
transformers/src/transformers/integrations/awq.py/0
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# Copyright 2024 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...
transformers/src/transformers/integrations/hqq.py/0
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#include <stdio.h> #include <assert.h> #define MIN_VALUE (-1e38) template <typename F> __global__ void kernel_forward( const int B, const int T, const int C, const F *__restrict__ const _w, const F *__restrict__ const _u, const F *__restrict__ const _k, const F *__restrict__ const _v, F *__restrict__ const _y...
transformers/src/transformers/kernels/rwkv/wkv_cuda.cu/0
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# Copyright 2020 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...
transformers/src/transformers/loss/loss_rt_detr.py/0
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# coding=utf-8 # Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team. # Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a cop...
transformers/src/transformers/modeling_tf_utils.py/0
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/aria/modular_aria.py. # Do NOT edit this file manually as any edits will be overwritten by the generation of # ...
transformers/src/transformers/models/aria/image_processing_aria.py/0
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# coding=utf-8 # Copyright 2018 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...
transformers/src/transformers/models/auto/modeling_tf_auto.py/0
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# coding=utf-8 # Copyright 2024 IBM and the HuggingFace Inc. team. All rights reserved. # # This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX # and OPT implementations in this library. It has been modified from its # original forms to accommodate minor architectural differences compared # to GPT-NeoX...
transformers/src/transformers/models/bamba/modular_bamba.py/0
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# coding=utf-8 # Copyright 2018 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...
transformers/src/transformers/models/bert/convert_bert_pytorch_checkpoint_to_original_tf.py/0
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# coding=utf-8 # Copyright 2022 The HuggingFace Team and Microsoft Research AI4Science. 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/lice...
transformers/src/transformers/models/biogpt/tokenization_biogpt.py/0
{ "file_path": "transformers/src/transformers/models/biogpt/tokenization_biogpt.py", "repo_id": "transformers", "token_count": 5523 }
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# coding=utf-8 # Copyright 2022 The Salesforce Team Authors and The HuggingFace Team. All rights reserved. # # Licensed under the BSD-3-clause license (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://opensource.org/licenses/BSD...
transformers/src/transformers/models/blip/modeling_blip_text.py/0
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# coding=utf-8 # Copyright 2023 The Intel Labs Team Authors, The Microsoft Research Team Authors and 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 ...
transformers/src/transformers/models/bridgetower/configuration_bridgetower.py/0
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# coding=utf-8 # Copyright 2023 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless requir...
transformers/src/transformers/models/clvp/convert_clvp_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/clvp/convert_clvp_to_hf.py", "repo_id": "transformers", "token_count": 4107 }
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# coding=utf-8 # Copyright 2024 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...
transformers/src/transformers/models/colpali/modeling_colpali.py/0
{ "file_path": "transformers/src/transformers/models/colpali/modeling_colpali.py", "repo_id": "transformers", "token_count": 3426 }
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/csm/modular_csm.py. # Do NOT edit this file manually as any edits will be overwritten by the generation of # ...
transformers/src/transformers/models/csm/modeling_csm.py/0
{ "file_path": "transformers/src/transformers/models/csm/modeling_csm.py", "repo_id": "transformers", "token_count": 21851 }
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# coding=utf-8 # Copyright 2022 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...
transformers/src/transformers/models/data2vec/convert_data2vec_text_original_pytorch_checkpoint_to_pytorch.py/0
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import math from typing import Callable, Optional import torch import torch.nn.functional as F import torch.utils.checkpoint from torch import nn from ...activations import ACT2FN from ...cache_utils import Cache from ...modeling_flash_attention_utils import FlashAttentionKwargs from ...modeling_layers import Generic...
transformers/src/transformers/models/deepseek_v3/modular_deepseek_v3.py/0
{ "file_path": "transformers/src/transformers/models/deepseek_v3/modular_deepseek_v3.py", "repo_id": "transformers", "token_count": 7024 }
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# coding=utf-8 # Copyright 2022 Facebook AI Research (FAIR) and 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/l...
transformers/src/transformers/models/deit/modeling_tf_deit.py/0
{ "file_path": "transformers/src/transformers/models/deit/modeling_tf_deit.py", "repo_id": "transformers", "token_count": 22190 }
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# coding=utf-8 # Copyright 2022 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...
transformers/src/transformers/models/deprecated/jukebox/convert_jukebox.py/0
{ "file_path": "transformers/src/transformers/models/deprecated/jukebox/convert_jukebox.py", "repo_id": "transformers", "token_count": 5502 }
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# coding=utf-8 # Copyright 2022 The REALM authors and 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 ...
transformers/src/transformers/models/deprecated/realm/tokenization_realm_fast.py/0
{ "file_path": "transformers/src/transformers/models/deprecated/realm/tokenization_realm_fast.py", "repo_id": "transformers", "token_count": 3957 }
460
# coding=utf-8 # Copyright 2022 The Trajectory Transformers paper authors and 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://ww...
transformers/src/transformers/models/deprecated/trajectory_transformer/modeling_trajectory_transformer.py/0
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# coding=utf-8 # Copyright 2022 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 r...
transformers/src/transformers/models/deprecated/van/configuration_van.py/0
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# coding=utf-8 # Copyright 2024 TikTok and 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 #...
transformers/src/transformers/models/depth_anything/modeling_depth_anything.py/0
{ "file_path": "transformers/src/transformers/models/depth_anything/modeling_depth_anything.py", "repo_id": "transformers", "token_count": 6603 }
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# coding=utf-8 # Copyright 2025 The Nari Labs and 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....
transformers/src/transformers/models/dia/configuration_dia.py/0
{ "file_path": "transformers/src/transformers/models/dia/configuration_dia.py", "repo_id": "transformers", "token_count": 8145 }
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# coding=utf-8 # Copyright 2022 SHI Labs and 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...
transformers/src/transformers/models/dinat/modeling_dinat.py/0
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