text stringlengths 5 409k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 572 |
|---|---|---|---|
# coding=utf-8
# Copyright 2020 The Google Research Authors.
#
# 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 applicab... | transformers/examples/research_projects/performer/modeling_flax_performer_utils.py/0 | {
"file_path": "transformers/examples/research_projects/performer/modeling_flax_performer_utils.py",
"repo_id": "transformers",
"token_count": 11667
} | 378 |
# coding=utf-8
# Copyright 2020 The HuggingFace Team All rights reserved.
# Copyright 2021 NVIDIA Corporation. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# htt... | transformers/examples/research_projects/quantization-qdqbert/trainer_quant_qa.py/0 | {
"file_path": "transformers/examples/research_projects/quantization-qdqbert/trainer_quant_qa.py",
"repo_id": "transformers",
"token_count": 3711
} | 379 |
# coding=utf-8
# Copyright 2022 The Google Research Authors.
#
# 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 applicab... | transformers/examples/research_projects/self-training-text-classification/selftraining.py/0 | {
"file_path": "transformers/examples/research_projects/self-training-text-classification/selftraining.py",
"repo_id": "transformers",
"token_count": 6788
} | 380 |
# Add parent directory to python path to access lightning_base.py
export PYTHONPATH="../":"${PYTHONPATH}"
python finetune.py \
--data_dir=$CNN_DIR \
--learning_rate=3e-5 \
--train_batch_size=$BS \
--eval_batch_size=$BS \
--output_dir=$OUTPUT_DIR \
--max_source_length=512 \
--max_target_length=56 \
--val_check_interval... | transformers/examples/research_projects/seq2seq-distillation/finetune_t5.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/finetune_t5.sh",
"repo_id": "transformers",
"token_count": 148
} | 381 |
import os
from glob import glob
import imageio
import torch
import torchvision
import wandb
from img_processing import custom_to_pil, loop_post_process, preprocess, preprocess_vqgan
from loaders import load_vqgan
from PIL import Image
from torch import nn
from transformers import CLIPModel, CLIPTokenizerFast
from uti... | transformers/examples/research_projects/vqgan-clip/VQGAN_CLIP.py/0 | {
"file_path": "transformers/examples/research_projects/vqgan-clip/VQGAN_CLIP.py",
"repo_id": "transformers",
"token_count": 4997
} | 382 |
#!/usr/bin/env python
# coding=utf-8
# Copyright The HuggingFace Team 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.ap... | transformers/examples/tensorflow/multiple-choice/run_swag.py/0 | {
"file_path": "transformers/examples/tensorflow/multiple-choice/run_swag.py",
"repo_id": "transformers",
"token_count": 8867
} | 383 |
<!---
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/translation/README.md/0 | {
"file_path": "transformers/examples/tensorflow/translation/README.md",
"repo_id": "transformers",
"token_count": 933
} | 384 |
#!/usr/bin/env python
# coding: utf-8
# 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/LICENS... | transformers/scripts/fsmt/fsmt-make-super-tiny-model.py/0 | {
"file_path": "transformers/scripts/fsmt/fsmt-make-super-tiny-model.py",
"repo_id": "transformers",
"token_count": 1246
} | 385 |
# coding=utf-8
# Copyright 2024 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... | transformers/src/transformers/agents/agent_types.py/0 | {
"file_path": "transformers/src/transformers/agents/agent_types.py",
"repo_id": "transformers",
"token_count": 3413
} | 386 |
import copy
import importlib.metadata
import json
import os
from dataclasses import dataclass
from typing import Any, Dict, List, Optional, Tuple, Union
import torch
from packaging import version
from .configuration_utils import PretrainedConfig
from .utils import is_hqq_available, is_optimum_quanto_available, loggin... | transformers/src/transformers/cache_utils.py/0 | {
"file_path": "transformers/src/transformers/cache_utils.py",
"repo_id": "transformers",
"token_count": 43535
} | 387 |
# 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/convert_slow_tokenizers_checkpoints_to_fast.py/0 | {
"file_path": "transformers/src/transformers/convert_slow_tokenizers_checkpoints_to_fast.py",
"repo_id": "transformers",
"token_count": 2034
} | 388 |
# 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/dependency_versions_check.py/0 | {
"file_path": "transformers/src/transformers/dependency_versions_check.py",
"repo_id": "transformers",
"token_count": 759
} | 389 |
# 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/generation/tf_logits_process.py/0 | {
"file_path": "transformers/src/transformers/generation/tf_logits_process.py",
"repo_id": "transformers",
"token_count": 12358
} | 390 |
# 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/integrations/deepspeed.py/0 | {
"file_path": "transformers/src/transformers/integrations/deepspeed.py",
"repo_id": "transformers",
"token_count": 7587
} | 391 |
# 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/spqr.py/0 | {
"file_path": "transformers/src/transformers/integrations/spqr.py",
"repo_id": "transformers",
"token_count": 2525
} | 392 |
/*!
**************************************************************************************************
* Deformable DETR
* Copyright (c) 2020 SenseTime. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 [see LICENSE for details]
***********************************************************************... | transformers/src/transformers/kernels/deta/cuda/ms_deform_attn_cuda.cu/0 | {
"file_path": "transformers/src/transformers/kernels/deta/cuda/ms_deform_attn_cuda.cu",
"repo_id": "transformers",
"token_count": 3168
} | 393 |
#define min(a, b) ((a)<(b)?(a):(b))
#define max(a, b) ((a)>(b)?(a):(b))
#define ceil_divide(a, b) ((a)/(b)+((a)%(b)!=0))
#define select(cond, a, b) ((cond)?(a):(b))
#define PI 3.141592
#define EPSILON 1e-8
#define MAX_VAL 1e12
#define MIN_VAL -1e12
#define EMPTY_VALUE -1
| transformers/src/transformers/kernels/yoso/common.h/0 | {
"file_path": "transformers/src/transformers/kernels/yoso/common.h",
"repo_id": "transformers",
"token_count": 140
} | 394 |
# 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 applicabl... | transformers/src/transformers/modeling_flax_outputs.py/0 | {
"file_path": "transformers/src/transformers/modeling_flax_outputs.py",
"repo_id": "transformers",
"token_count": 15429
} | 395 |
# coding=utf-8
# Copyright 2018 The OpenAI Team Authors and 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 License... | transformers/src/transformers/models/albert/modeling_tf_albert.py/0 | {
"file_path": "transformers/src/transformers/models/albert/modeling_tf_albert.py",
"repo_id": "transformers",
"token_count": 29548
} | 396 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# 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/modeling_aria.py/0 | {
"file_path": "transformers/src/transformers/models/aria/modeling_aria.py",
"repo_id": "transformers",
"token_count": 30368
} | 397 |
# coding=utf-8
# Copyright 2021 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/processing_auto.py/0 | {
"file_path": "transformers/src/transformers/models/auto/processing_auto.py",
"repo_id": "transformers",
"token_count": 7544
} | 398 |
# coding=utf-8
# Copyright Google Research 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... | transformers/src/transformers/models/bigbird_pegasus/configuration_bigbird_pegasus.py/0 | {
"file_path": "transformers/src/transformers/models/bigbird_pegasus/configuration_bigbird_pegasus.py",
"repo_id": "transformers",
"token_count": 8502
} | 399 |
# 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/bloom/tokenization_bloom_fast.py/0 | {
"file_path": "transformers/src/transformers/models/bloom/tokenization_bloom_fast.py",
"repo_id": "transformers",
"token_count": 2423
} | 400 |
# coding=utf-8
# Copyright 2022 The OFA-Sys Team Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/... | transformers/src/transformers/models/chinese_clip/configuration_chinese_clip.py/0 | {
"file_path": "transformers/src/transformers/models/chinese_clip/configuration_chinese_clip.py",
"repo_id": "transformers",
"token_count": 8121
} | 401 |
# coding=utf-8
# Copyright 2023 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/clvp/feature_extraction_clvp.py/0 | {
"file_path": "transformers/src/transformers/models/clvp/feature_extraction_clvp.py",
"repo_id": "transformers",
"token_count": 4482
} | 402 |
# coding=utf-8
# Copyright 2024 Cohere 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 and OPT used by the M... | transformers/src/transformers/models/cohere/modular_cohere.py/0 | {
"file_path": "transformers/src/transformers/models/cohere/modular_cohere.py",
"repo_id": "transformers",
"token_count": 7530
} | 403 |
# coding=utf-8
# Copyright 2022 Meta Platforms Inc. 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/... | transformers/src/transformers/models/convnext/modeling_tf_convnext.py/0 | {
"file_path": "transformers/src/transformers/models/convnext/modeling_tf_convnext.py",
"repo_id": "transformers",
"token_count": 11636
} | 404 |
# coding=utf-8
# Copyright 2018 Salesforce and 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 License at
#
# h... | transformers/src/transformers/models/ctrl/modeling_tf_ctrl.py/0 | {
"file_path": "transformers/src/transformers/models/ctrl/modeling_tf_ctrl.py",
"repo_id": "transformers",
"token_count": 17110
} | 405 |
# coding=utf-8
# Copyright 2020 Microsoft and the Hugging Face 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 require... | transformers/src/transformers/models/deberta/modeling_deberta.py/0 | {
"file_path": "transformers/src/transformers/models/deberta/modeling_deberta.py",
"repo_id": "transformers",
"token_count": 24522
} | 406 |
# 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/deformable_detr/feature_extraction_deformable_detr.py/0 | {
"file_path": "transformers/src/transformers/models/deformable_detr/feature_extraction_deformable_detr.py",
"repo_id": "transformers",
"token_count": 525
} | 407 |
# coding=utf-8
# 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 applicabl... | transformers/src/transformers/models/deprecated/bort/convert_bort_original_gluonnlp_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/bort/convert_bort_original_gluonnlp_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6181
} | 408 |
# coding=utf-8
# Copyright 2023 Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang 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... | transformers/src/transformers/models/deprecated/ernie_m/tokenization_ernie_m.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/ernie_m/tokenization_ernie_m.py",
"repo_id": "transformers",
"token_count": 7502
} | 409 |
# 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 applicabl... | transformers/src/transformers/models/deprecated/mctct/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/mctct/__init__.py",
"repo_id": "transformers",
"token_count": 601
} | 410 |
from .... import PretrainedConfig
class NezhaConfig(PretrainedConfig):
r"""
This is the configuration class to store the configuration of an [`NezhaModel`]. It is used to instantiate an Nezha
model according to the specified arguments, defining the model architecture. Instantiating a configuration with th... | transformers/src/transformers/models/deprecated/nezha/configuration_nezha.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/nezha/configuration_nezha.py",
"repo_id": "transformers",
"token_count": 1864
} | 411 |
# coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team, The Google AI Language Team and Facebook, 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.or... | transformers/src/transformers/models/deprecated/retribert/modeling_retribert.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/retribert/modeling_retribert.py",
"repo_id": "transformers",
"token_count": 3800
} | 412 |
# 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/deprecated/transfo_xl/convert_transfo_xl_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/transfo_xl/convert_transfo_xl_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2023
} | 413 |
# coding=utf-8
# 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 requir... | transformers/src/transformers/models/depth_pro/image_processing_depth_pro.py/0 | {
"file_path": "transformers/src/transformers/models/depth_pro/image_processing_depth_pro.py",
"repo_id": "transformers",
"token_count": 8005
} | 414 |
# coding=utf-8
# Copyright 2024 weak-kajuma and the HuggingFace Inc. team. All rights reserved.
#
# This code is based on Llama implementations in this library and Microsoft's
# Differential Transformer implementations.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file excep... | transformers/src/transformers/models/diffllama/modular_diffllama.py/0 | {
"file_path": "transformers/src/transformers/models/diffllama/modular_diffllama.py",
"repo_id": "transformers",
"token_count": 8891
} | 415 |
# coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team, The Google AI Language Team and Facebook, 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.or... | transformers/src/transformers/models/distilbert/modeling_distilbert.py/0 | {
"file_path": "transformers/src/transformers/models/distilbert/modeling_distilbert.py",
"repo_id": "transformers",
"token_count": 25899
} | 416 |
# 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/models/dpr/convert_dpr_original_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/dpr/convert_dpr_original_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2459
} | 417 |
# coding=utf-8
# Copyright 2023 Google Research, Inc. 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/license... | transformers/src/transformers/models/efficientnet/configuration_efficientnet.py/0 | {
"file_path": "transformers/src/transformers/models/efficientnet/configuration_efficientnet.py",
"repo_id": "transformers",
"token_count": 2973
} | 418 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/emu3/modular_emu3.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/emu3/modeling_emu3.py/0 | {
"file_path": "transformers/src/transformers/models/emu3/modeling_emu3.py",
"repo_id": "transformers",
"token_count": 38507
} | 419 |
# coding=utf-8
# Copyright 2019-present CNRS, Facebook Inc. 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
#... | transformers/src/transformers/models/flaubert/modeling_flaubert.py/0 | {
"file_path": "transformers/src/transformers/models/flaubert/modeling_flaubert.py",
"repo_id": "transformers",
"token_count": 25325
} | 420 |
# coding=utf-8
# 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... | transformers/src/transformers/models/funnel/tokenization_funnel_fast.py/0 | {
"file_path": "transformers/src/transformers/models/funnel/tokenization_funnel_fast.py",
"repo_id": "transformers",
"token_count": 3517
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/gemma2/modular_gemma2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
... | transformers/src/transformers/models/gemma2/configuration_gemma2.py/0 | {
"file_path": "transformers/src/transformers/models/gemma2/configuration_gemma2.py",
"repo_id": "transformers",
"token_count": 3820
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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/glpn/convert_glpn_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/glpn/convert_glpn_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3797
} | 423 |
# coding=utf-8
# Copyright 2018 The OpenAI Team Authors and 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 License... | transformers/src/transformers/models/gpt2/modeling_gpt2.py/0 | {
"file_path": "transformers/src/transformers/models/gpt2/modeling_gpt2.py",
"repo_id": "transformers",
"token_count": 33001
} | 424 |
from typing import Callable, Optional, Tuple, Union
import torch
import torch.utils.checkpoint
from torch import nn
from ...activations import ACT2FN
from ...cache_utils import Cache, DynamicCache
from ...generation import GenerationMixin
from ...modeling_flash_attention_utils import FlashAttentionKwargs
from ...mode... | transformers/src/transformers/models/gpt_neox/modular_gpt_neox.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_neox/modular_gpt_neox.py",
"repo_id": "transformers",
"token_count": 15289
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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/groupvit/configuration_groupvit.py/0 | {
"file_path": "transformers/src/transformers/models/groupvit/configuration_groupvit.py",
"repo_id": "transformers",
"token_count": 7778
} | 426 |
# coding=utf-8
# Copyright 2021 The Fairseq 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://www.apache.org/licenses/... | transformers/src/transformers/models/hubert/configuration_hubert.py/0 | {
"file_path": "transformers/src/transformers/models/hubert/configuration_hubert.py",
"repo_id": "transformers",
"token_count": 5783
} | 427 |
# This code was adapted from https://github.com/lucidrains/flamingo-pytorch licensed under the MIT License.
#
# MIT License
#
# Copyright (c) 2020 The Google AI Language Team Authors, The HuggingFace Inc. team and github/lonePatient
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of ... | transformers/src/transformers/models/idefics/perceiver_tf.py/0 | {
"file_path": "transformers/src/transformers/models/idefics/perceiver_tf.py",
"repo_id": "transformers",
"token_count": 4053
} | 428 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/instructblip/convert_instructblip_original_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/instructblip/convert_instructblip_original_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5497
} | 429 |
# coding=utf-8
# Copyright 2024 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/llava_onevision/modeling_llava_onevision.py/0 | {
"file_path": "transformers/src/transformers/models/llava_onevision/modeling_llava_onevision.py",
"repo_id": "transformers",
"token_count": 17891
} | 430 |
# Copyright 2021 The Fairseq 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://www.apache.org/licenses/LICENSE-2.0
#
#... | transformers/src/transformers/models/m2m_100/tokenization_m2m_100.py/0 | {
"file_path": "transformers/src/transformers/models/m2m_100/tokenization_m2m_100.py",
"repo_id": "transformers",
"token_count": 7124
} | 431 |
# 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/models/marian/tokenization_marian.py/0 | {
"file_path": "transformers/src/transformers/models/marian/tokenization_marian.py",
"repo_id": "transformers",
"token_count": 7228
} | 432 |
# coding=utf-8
# Copyright 2022 Meta Platforms, Inc. 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... | transformers/src/transformers/models/maskformer/convert_maskformer_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/maskformer/convert_maskformer_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 16139
} | 433 |
# coding=utf-8
# Copyright 2021 The Facebook AI Research Team 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/LIC... | transformers/src/transformers/models/mbart50/tokenization_mbart50.py/0 | {
"file_path": "transformers/src/transformers/models/mbart50/tokenization_mbart50.py",
"repo_id": "transformers",
"token_count": 7119
} | 434 |
# coding=utf-8
# Copyright 2024 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/mimi/convert_mimi_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/mimi/convert_mimi_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2809
} | 435 |
# Copyright 2024 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... | transformers/src/transformers/models/mllama/convert_mllama_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/mllama/convert_mllama_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 13294
} | 436 |
# 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/mobilenet_v1/convert_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/mobilenet_v1/convert_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1888
} | 437 |
# coding=utf-8
# Copyright 2022 Apple Inc. 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... | transformers/src/transformers/models/mobilevit/modeling_tf_mobilevit.py/0 | {
"file_path": "transformers/src/transformers/models/mobilevit/modeling_tf_mobilevit.py",
"repo_id": "transformers",
"token_count": 24209
} | 438 |
# coding=utf-8
# Copyright 2024 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/moshi/convert_moshi_transformers.py/0 | {
"file_path": "transformers/src/transformers/models/moshi/convert_moshi_transformers.py",
"repo_id": "transformers",
"token_count": 5076
} | 439 |
# coding=utf-8
# Copyright 2020, The T5 Authors and 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 ... | transformers/src/transformers/models/mt5/configuration_mt5.py/0 | {
"file_path": "transformers/src/transformers/models/mt5/configuration_mt5.py",
"repo_id": "transformers",
"token_count": 3342
} | 440 |
# coding=utf-8
# Copyright 2024 Meta AI 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/musicgen_melody/processing_musicgen_melody.py/0 | {
"file_path": "transformers/src/transformers/models/musicgen_melody/processing_musicgen_melody.py",
"repo_id": "transformers",
"token_count": 3183
} | 441 |
# coding=utf-8
# Copyright 2022 The Fairseq Authors and The Google Flax Team 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
#
# ... | transformers/src/transformers/models/opt/modeling_flax_opt.py/0 | {
"file_path": "transformers/src/transformers/models/opt/modeling_flax_opt.py",
"repo_id": "transformers",
"token_count": 13817
} | 442 |
# coding=utf-8
# Copyright 2021, Google 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/pegasus/modeling_pegasus.py/0 | {
"file_path": "transformers/src/transformers/models/pegasus/modeling_pegasus.py",
"repo_id": "transformers",
"token_count": 33571
} | 443 |
# 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... | transformers/src/transformers/models/persimmon/convert_persimmon_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/persimmon/convert_persimmon_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 1749
} | 444 |
# coding=utf-8
# Copyright 2020 The Microsoft 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
#
# Unl... | transformers/src/transformers/models/prophetnet/configuration_prophetnet.py/0 | {
"file_path": "transformers/src/transformers/models/prophetnet/configuration_prophetnet.py",
"repo_id": "transformers",
"token_count": 3431
} | 445 |
from typing import Callable, Optional, Tuple
import torch
import torch.utils.checkpoint
from torch import nn
from ...cache_utils import Cache
from ...modeling_flash_attention_utils import FlashAttentionKwargs
from ...modeling_utils import ALL_ATTENTION_FUNCTIONS
from ...processing_utils import Unpack
from ...utils im... | transformers/src/transformers/models/qwen2/modular_qwen2.py/0 | {
"file_path": "transformers/src/transformers/models/qwen2/modular_qwen2.py",
"repo_id": "transformers",
"token_count": 2233
} | 446 |
# coding=utf-8
# Copyright 2020 The Trax 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 License at... | transformers/src/transformers/models/reformer/configuration_reformer.py/0 | {
"file_path": "transformers/src/transformers/models/reformer/configuration_reformer.py",
"repo_id": "transformers",
"token_count": 5023
} | 447 |
# coding=utf-8
# Copyright 2021 The HuggingFace Team 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... | transformers/src/transformers/models/rembert/modeling_tf_rembert.py/0 | {
"file_path": "transformers/src/transformers/models/rembert/modeling_tf_rembert.py",
"repo_id": "transformers",
"token_count": 33661
} | 448 |
# coding=utf-8
# Copyright 2021 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/roformer/modeling_tf_roformer.py/0 | {
"file_path": "transformers/src/transformers/models/roformer/modeling_tf_roformer.py",
"repo_id": "transformers",
"token_count": 28453
} | 449 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/rt_detr_v2/modular_rt_detr_v2.py.
# Do NOT edit this file manually as any edits will be overwritten by the genera... | transformers/src/transformers/models/rt_detr_v2/modeling_rt_detr_v2.py/0 | {
"file_path": "transformers/src/transformers/models/rt_detr_v2/modeling_rt_detr_v2.py",
"repo_id": "transformers",
"token_count": 43845
} | 450 |
# coding=utf-8
# Copyright 2023 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/seamless_m4t/feature_extraction_seamless_m4t.py/0 | {
"file_path": "transformers/src/transformers/models/seamless_m4t/feature_extraction_seamless_m4t.py",
"repo_id": "transformers",
"token_count": 5782
} | 451 |
# coding=utf-8
# Copyright 2021 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/speech_to_text/processing_speech_to_text.py/0 | {
"file_path": "transformers/src/transformers/models/speech_to_text/processing_speech_to_text.py",
"repo_id": "transformers",
"token_count": 1807
} | 452 |
# 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/models/superglue/modeling_superglue.py/0 | {
"file_path": "transformers/src/transformers/models/superglue/modeling_superglue.py",
"repo_id": "transformers",
"token_count": 16690
} | 453 |
# coding=utf-8
# Copyright 2022 Microsoft Research 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/L... | transformers/src/transformers/models/swin/modeling_tf_swin.py/0 | {
"file_path": "transformers/src/transformers/models/swin/modeling_tf_swin.py",
"repo_id": "transformers",
"token_count": 30608
} | 454 |
# coding=utf-8
# Copyright 2020 Google Research 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 re... | transformers/src/transformers/models/tapas/configuration_tapas.py/0 | {
"file_path": "transformers/src/transformers/models/tapas/configuration_tapas.py",
"repo_id": "transformers",
"token_count": 4589
} | 455 |
# coding=utf-8
# Copyright 2022 Meta 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/timesformer/modeling_timesformer.py/0 | {
"file_path": "transformers/src/transformers/models/timesformer/modeling_timesformer.py",
"repo_id": "transformers",
"token_count": 15064
} | 456 |
# coding=utf-8
# Copyright 2023 The Intel AIA 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 at
#
# http://www.apache.org/lice... | transformers/src/transformers/models/tvp/modeling_tvp.py/0 | {
"file_path": "transformers/src/transformers/models/tvp/modeling_tvp.py",
"repo_id": "transformers",
"token_count": 18422
} | 457 |
# coding=utf-8
# Copyright 2021 The Fairseq 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://www.apache.org/licenses/... | transformers/src/transformers/models/unispeech/modeling_unispeech.py/0 | {
"file_path": "transformers/src/transformers/models/unispeech/modeling_unispeech.py",
"repo_id": "transformers",
"token_count": 36927
} | 458 |
# 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/vilt/image_processing_vilt.py/0 | {
"file_path": "transformers/src/transformers/models/vilt/image_processing_vilt.py",
"repo_id": "transformers",
"token_count": 9818
} | 459 |
# coding=utf-8
# Copyright 2021 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/vision_text_dual_encoder/modeling_vision_text_dual_encoder.py/0 | {
"file_path": "transformers/src/transformers/models/vision_text_dual_encoder/modeling_vision_text_dual_encoder.py",
"repo_id": "transformers",
"token_count": 10088
} | 460 |
# coding=utf-8
# Copyright 2023 HUST-VL 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/vitmatte/modeling_vitmatte.py/0 | {
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"repo_id": "transformers",
"token_count": 5299
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# coding=utf-8
# Copyright 2023 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/vivit/convert_vivit_flax_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/vivit/convert_vivit_flax_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3450
} | 462 |
# coding=utf-8
# Copyright 2024 The Seamless 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://www.apache.org/licenses... | transformers/src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py",
"repo_id": "transformers",
"token_count": 32130
} | 463 |
# 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/whisper/configuration_whisper.py/0 | {
"file_path": "transformers/src/transformers/models/whisper/configuration_whisper.py",
"repo_id": "transformers",
"token_count": 6891
} | 464 |
# coding=utf-8
# Copyright 2024 Zyphra Technologies 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 compar... | transformers/src/transformers/models/zamba/modeling_zamba.py/0 | {
"file_path": "transformers/src/transformers/models/zamba/modeling_zamba.py",
"repo_id": "transformers",
"token_count": 31122
} | 465 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team 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/LICEN... | transformers/src/transformers/optimization.py/0 | {
"file_path": "transformers/src/transformers/optimization.py",
"repo_id": "transformers",
"token_count": 17771
} | 466 |
# coding=utf-8
# Copyright 2024 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/pipelines/image_to_text.py/0 | {
"file_path": "transformers/src/transformers/pipelines/image_to_text.py",
"repo_id": "transformers",
"token_count": 3959
} | 467 |
from typing import Any, Dict, List, Union
from ..utils import add_end_docstrings, is_torch_available, is_vision_available, logging, requires_backends
from .base import ChunkPipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
from ..image_utils import load_image, valid_images
... | transformers/src/transformers/pipelines/zero_shot_object_detection.py/0 | {
"file_path": "transformers/src/transformers/pipelines/zero_shot_object_detection.py",
"repo_id": "transformers",
"token_count": 4578
} | 468 |
# Copyright 2024 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... | transformers/src/transformers/quantizers/quantizer_higgs.py/0 | {
"file_path": "transformers/src/transformers/quantizers/quantizer_higgs.py",
"repo_id": "transformers",
"token_count": 3425
} | 469 |
# coding=utf-8
# 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... | transformers/src/transformers/tokenization_utils_fast.py/0 | {
"file_path": "transformers/src/transformers/tokenization_utils_fast.py",
"repo_id": "transformers",
"token_count": 18099
} | 470 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import requires_backends
class LayoutLMv2Model:
def __init__(self, *args, **kwargs):
requires_backends(self, ["detectron2"])
@classmethod
def from_pretrained(cls, *args, **kwargs):
requires_backends(c... | transformers/src/transformers/utils/dummy_detectron2_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_detectron2_objects.py",
"repo_id": "transformers",
"token_count": 131
} | 471 |
# coding=utf-8
# 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 requir... | transformers/src/transformers/utils/fx.py/0 | {
"file_path": "transformers/src/transformers/utils/fx.py",
"repo_id": "transformers",
"token_count": 25868
} | 472 |
<!---
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 ... | transformers/templates/adding_a_new_example_script/README.md/0 | {
"file_path": "transformers/templates/adding_a_new_example_script/README.md",
"repo_id": "transformers",
"token_count": 444
} | 473 |
# coding=utf-8
# Copyright 2023 The HuggingFace Team 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/tests/generation/test_streamers.py/0 | {
"file_path": "transformers/tests/generation/test_streamers.py",
"repo_id": "transformers",
"token_count": 3304
} | 474 |
# coding=utf-8
# Copyright 2024 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/tests/models/aria/test_modeling_aria.py/0 | {
"file_path": "transformers/tests/models/aria/test_modeling_aria.py",
"repo_id": "transformers",
"token_count": 9446
} | 475 |
# coding=utf-8
# Copyright 2021 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/tests/models/beit/test_modeling_beit.py/0 | {
"file_path": "transformers/tests/models/beit/test_modeling_beit.py",
"repo_id": "transformers",
"token_count": 16742
} | 476 |
# coding=utf-8
# Copyright 2021, 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 ... | transformers/tests/models/blenderbot_small/test_modeling_blenderbot_small.py/0 | {
"file_path": "transformers/tests/models/blenderbot_small/test_modeling_blenderbot_small.py",
"repo_id": "transformers",
"token_count": 9805
} | 477 |
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