text stringlengths 5 409k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 572 |
|---|---|---|---|
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
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the License. You may obtain a copy of the License at
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"file_path": "transformers/docs/source/es/chat_templating.md",
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Con licencia bajo la Licencia Apache, Versión 2.0 (la "Licencia"); No puedes usar este archivo excepto de conformidad con la Licencia.
Puedes obtener una copia de la Licencia en
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# Pipelines pour l'inférence
L'objet [`pipeline`] rend simple l'utilisation de n'importe quel modèle du [Hub](https://huggingface.co/models) pour l'... | transformers/docs/source/fr/tutoriel_pipeline.md/0 | {
"file_path": "transformers/docs/source/fr/tutoriel_pipeline.md",
"repo_id": "transformers",
"token_count": 6226
} | 332 |
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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
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Unless required by applicable law or agreed... | transformers/docs/source/it/debugging.md/0 | {
"file_path": "transformers/docs/source/it/debugging.md",
"repo_id": "transformers",
"token_count": 5635
} | 333 |
<!---
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/docs/source/it/pr_checks.md/0 | {
"file_path": "transformers/docs/source/it/pr_checks.md",
"repo_id": "transformers",
"token_count": 2370
} | 334 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ja/custom_models.md/0 | {
"file_path": "transformers/docs/source/ja/custom_models.md",
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"token_count": 7503
} | 335 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ja/main_classes/processors.md/0 | {
"file_path": "transformers/docs/source/ja/main_classes/processors.md",
"repo_id": "transformers",
"token_count": 3103
} | 336 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/bert-generation.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bert-generation.md",
"repo_id": "transformers",
"token_count": 1974
} | 337 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/byt5.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/byt5.md",
"repo_id": "transformers",
"token_count": 3268
} | 338 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/ctrl.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/ctrl.md",
"repo_id": "transformers",
"token_count": 2127
} | 339 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ja/multilingual.md/0 | {
"file_path": "transformers/docs/source/ja/multilingual.md",
"repo_id": "transformers",
"token_count": 4144
} | 340 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ja/tasks/image_classification.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/image_classification.md",
"repo_id": "transformers",
"token_count": 8613
} | 341 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ja/tasks/video_classification.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/video_classification.md",
"repo_id": "transformers",
"token_count": 10027
} | 342 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ko/add_new_model.md/0 | {
"file_path": "transformers/docs/source/ko/add_new_model.md",
"repo_id": "transformers",
"token_count": 43040
} | 343 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ko/generation_strategies.md/0 | {
"file_path": "transformers/docs/source/ko/generation_strategies.md",
"repo_id": "transformers",
"token_count": 13395
} | 344 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ko/llm_tutorial.md/0 | {
"file_path": "transformers/docs/source/ko/llm_tutorial.md",
"repo_id": "transformers",
"token_count": 8185
} | 345 |
# AltCLIP
## 개요[[overview]]
AltCLIP 모델은 Zhongzhi Chen, Guang Liu, Bo-Wen Zhang, Fulong Ye, Qinghong Yang, Ledell Wu의 [AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities](https://arxiv.org/abs/2211.06679v2) 논문에서 제안되었습니다. AltCLIP(CLIP의 언어 인코더를 변경하여 언어 기능 확장)은 다양한 이미지-텍스트 및 텍스트-텍스트 쌍으로 훈련된... | transformers/docs/source/ko/model_doc/altclip.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/altclip.md",
"repo_id": "transformers",
"token_count": 3274
} | 346 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ko/model_doc/dbrx.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/dbrx.md",
"repo_id": "transformers",
"token_count": 3617
} | 347 |
<!--Copyright 2023 Mistral AI and The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
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Unless required by applicabl... | transformers/docs/source/ko/model_doc/mistral.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/mistral.md",
"repo_id": "transformers",
"token_count": 7040
} | 348 |
<!--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/ko/model_sharing.md/0 | {
"file_path": "transformers/docs/source/ko/model_sharing.md",
"repo_id": "transformers",
"token_count": 7560
} | 349 |
<!--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/ko/philosophy.md/0 | {
"file_path": "transformers/docs/source/ko/philosophy.md",
"repo_id": "transformers",
"token_count": 5165
} | 350 |
<!--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/ko/tasks/audio_classification.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/audio_classification.md",
"repo_id": "transformers",
"token_count": 7985
} | 351 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ko/tasks/semantic_segmentation.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/semantic_segmentation.md",
"repo_id": "transformers",
"token_count": 14041
} | 352 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/pt/quicktour.md/0 | {
"file_path": "transformers/docs/source/pt/quicktour.md",
"repo_id": "transformers",
"token_count": 6104
} | 353 |
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# 注意力机制
大多数 t... | transformers/docs/source/zh/attention.md/0 | {
"file_path": "transformers/docs/source/zh/attention.md",
"repo_id": "transformers",
"token_count": 2385
} | 354 |
<!---
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 ... | transformers/docs/source/zh/perf_hardware.md/0 | {
"file_path": "transformers/docs/source/zh/perf_hardware.md",
"repo_id": "transformers",
"token_count": 3946
} | 355 |
<!--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 applicable law or agreed... | transformers/docs/source/zh/tiktoken.md/0 | {
"file_path": "transformers/docs/source/zh/tiktoken.md",
"repo_id": "transformers",
"token_count": 1169
} | 356 |
#!/usr/bin/env python
# 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/LI... | transformers/examples/flax/text-classification/run_flax_glue.py/0 | {
"file_path": "transformers/examples/flax/text-classification/run_flax_glue.py",
"repo_id": "transformers",
"token_count": 12138
} | 357 |
import argparse
import glob
import logging
import os
import time
from argparse import Namespace
import numpy as np
import torch
from lightning_base import BaseTransformer, add_generic_args, generic_train
from torch.utils.data import DataLoader, TensorDataset
from transformers import glue_compute_metrics as compute_me... | transformers/examples/legacy/pytorch-lightning/run_glue.py/0 | {
"file_path": "transformers/examples/legacy/pytorch-lightning/run_glue.py",
"repo_id": "transformers",
"token_count": 3476
} | 358 |
#!/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/convert_model_to_fp16.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/convert_model_to_fp16.py",
"repo_id": "transformers",
"token_count": 450
} | 359 |
#!/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/run_distributed_eval.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/run_distributed_eval.py",
"repo_id": "transformers",
"token_count": 4164
} | 360 |
# Using the `modular_converter` linter
`pip install libcst` is a must!
# `sh examples/modular-transformers/convert_examples.sh` to get the converted outputs
The modular converter is a new `linter` specific to `transformers`. It allows us to unpack inheritance in python to convert a modular file like `modular_gemma.p... | transformers/examples/modular-transformers/README.md/0 | {
"file_path": "transformers/examples/modular-transformers/README.md",
"repo_id": "transformers",
"token_count": 368
} | 361 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from examples/modular-transformers/modular_roberta.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
... | transformers/examples/modular-transformers/modeling_roberta.py/0 | {
"file_path": "transformers/examples/modular-transformers/modeling_roberta.py",
"repo_id": "transformers",
"token_count": 21090
} | 362 |
# Note that llama and cohere have different definitions for rotate_half
from transformers.models.cohere.modeling_cohere import rotate_half # noqa
from transformers.models.llama.modeling_llama import LlamaAttention
# When following LlamaAttention dependencies, we will grab the function `rotate_half` defined
# in `mod... | transformers/examples/modular-transformers/modular_switch_function.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_switch_function.py",
"repo_id": "transformers",
"token_count": 133
} | 363 |
#!/usr/bin/env python
# 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/LI... | transformers/examples/pytorch/image-pretraining/run_mae.py/0 | {
"file_path": "transformers/examples/pytorch/image-pretraining/run_mae.py",
"repo_id": "transformers",
"token_count": 6332
} | 364 |
<!---
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/examples/pytorch/multiple-choice/README.md/0 | {
"file_path": "transformers/examples/pytorch/multiple-choice/README.md",
"repo_id": "transformers",
"token_count": 1174
} | 365 |
#!/usr/bin/env python
# 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-... | transformers/examples/pytorch/question-answering/run_seq2seq_qa.py/0 | {
"file_path": "transformers/examples/pytorch/question-answering/run_seq2seq_qa.py",
"repo_id": "transformers",
"token_count": 13281
} | 366 |
<!---
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/examples/pytorch/summarization/README.md/0 | {
"file_path": "transformers/examples/pytorch/summarization/README.md",
"repo_id": "transformers",
"token_count": 2636
} | 367 |
<!---
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/examples/pytorch/token-classification/README.md/0 | {
"file_path": "transformers/examples/pytorch/token-classification/README.md",
"repo_id": "transformers",
"token_count": 1813
} | 368 |
# 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/examples/research_projects/adversarial/run_hans.py/0 | {
"file_path": "transformers/examples/research_projects/adversarial/run_hans.py",
"repo_id": "transformers",
"token_count": 3302
} | 369 |
# coding=utf-8
# Copyright 2019 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/examples/research_projects/bertabs/test_utils_summarization.py/0 | {
"file_path": "transformers/examples/research_projects/bertabs/test_utils_summarization.py",
"repo_id": "transformers",
"token_count": 1749
} | 370 |
import gzip
import json
import multiprocessing
import os
import re
import shutil
import time
from pathlib import Path
import numpy as np
from arguments import PreprocessingArguments
from datasets import load_dataset
from huggingface_hub.utils import insecure_hashlib
from minhash_deduplication import deduplicate_datase... | transformers/examples/research_projects/codeparrot/scripts/preprocessing.py/0 | {
"file_path": "transformers/examples/research_projects/codeparrot/scripts/preprocessing.py",
"repo_id": "transformers",
"token_count": 2776
} | 371 |
#!/bin/bash
export CUDA_VISIBLE_DEVICES=0
PATH_TO_DATA=/h/xinji/projects/GLUE
MODEL_TYPE=bert # bert or roberta
MODEL_SIZE=base # base or large
DATASET=MRPC # SST-2, MRPC, RTE, QNLI, QQP, or MNLI
MODEL_NAME=${MODEL_TYPE}-${MODEL_SIZE}
EPOCHS=10
if [ $MODEL_TYPE = 'bert' ]
then
EPOCHS=3
MODEL_NAME=${MODEL_NAME... | transformers/examples/research_projects/deebert/train_deebert.sh/0 | {
"file_path": "transformers/examples/research_projects/deebert/train_deebert.sh",
"repo_id": "transformers",
"token_count": 417
} | 372 |
{
"vocab_size": 50265,
"hidden_size": 768,
"num_hidden_layers": 6,
"num_attention_heads": 12,
"intermediate_size": 3072,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"attention_probs_dropout_prob": 0.1,
"max_position_embeddings": 514,
"type_vocab_size": 1,
"initializer_r... | transformers/examples/research_projects/distillation/training_configs/distilroberta-base.json/0 | {
"file_path": "transformers/examples/research_projects/distillation/training_configs/distilroberta-base.json",
"repo_id": "transformers",
"token_count": 178
} | 373 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2021 The Google Research 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://... | transformers/examples/research_projects/jax-projects/model_parallel/partitions.py/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/model_parallel/partitions.py",
"repo_id": "transformers",
"token_count": 1130
} | 374 |
import getopt
import json
import os
# import numpy as np
import sys
from collections import OrderedDict
import datasets
import numpy as np
import torch
from modeling_frcnn import GeneralizedRCNN
from processing_image import Preprocess
from utils import Config
"""
USAGE:
``python extracting_data.py -i <img_dir> -o ... | transformers/examples/research_projects/lxmert/extracting_data.py/0 | {
"file_path": "transformers/examples/research_projects/lxmert/extracting_data.py",
"repo_id": "transformers",
"token_count": 2528
} | 375 |
# Copyright 2020-present, 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 o... | transformers/examples/research_projects/movement-pruning/counts_parameters.py/0 | {
"file_path": "transformers/examples/research_projects/movement-pruning/counts_parameters.py",
"repo_id": "transformers",
"token_count": 1429
} | 376 |
# coding=utf-8
# 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required... | transformers/examples/research_projects/quantization-qdqbert/quant_trainer.py/0 | {
"file_path": "transformers/examples/research_projects/quantization-qdqbert/quant_trainer.py",
"repo_id": "transformers",
"token_count": 5092
} | 377 |
"""Finetuning script for RAG models. Adapted from examples.seq2seq.finetune.py"""
import argparse
import logging
import os
import sys
import time
from collections import defaultdict
from pathlib import Path
from typing import Any, Dict, List, Tuple
import numpy as np
import pytorch_lightning as pl
import torch
import... | transformers/examples/research_projects/rag/finetune_rag.py/0 | {
"file_path": "transformers/examples/research_projects/rag/finetune_rag.py",
"repo_id": "transformers",
"token_count": 11834
} | 378 |
# Script for verifying that run_bart_sum can be invoked from its directory
# Get tiny dataset with cnn_dm format (4 examples for train, val, test)
wget https://cdn-datasets.huggingface.co/summarization/cnn_tiny.tgz
tar -xzvf cnn_tiny.tgz
rm cnn_tiny.tgz
export OUTPUT_DIR_NAME=bart_utest_output
export CURRENT_DIR=${PW... | transformers/examples/research_projects/seq2seq-distillation/finetune_bart_tiny.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/finetune_bart_tiny.sh",
"repo_id": "transformers",
"token_count": 333
} | 379 |
# coding=utf-8
# Copyright 2024 Google DeepMind.
#
# 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/examples/research_projects/synthid_text/utils.py/0 | {
"file_path": "transformers/examples/research_projects/synthid_text/utils.py",
"repo_id": "transformers",
"token_count": 6460
} | 380 |
"""
coding=utf-8
Copyright 2018, Antonio Mendoza Hao Tan, Mohit Bansal
Adapted From Facebook Inc, Detectron2
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/examples/research_projects/visual_bert/visualizing_image.py/0 | {
"file_path": "transformers/examples/research_projects/visual_bert/visualizing_image.py",
"repo_id": "transformers",
"token_count": 8190
} | 381 |
#!/usr/bin/env bash
python run_asr.py \
--output_dir="./wav2vec2-large-xlsr-53-arabic-speech-corpus" \
--num_train_epochs="50" \
--per_device_train_batch_size="1" \
--per_device_eval_batch_size="1" \
--gradient_accumulation_steps="8" \
--eval_strategy="steps" \
--save_steps="500" \
--eval_steps="100" \
--logging_steps=... | transformers/examples/research_projects/wav2vec2/finetune_large_xlsr_53_arabic_speech_corpus.sh/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/finetune_large_xlsr_53_arabic_speech_corpus.sh",
"repo_id": "transformers",
"token_count": 323
} | 382 |
<!---
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/multiple-choice/README.md/0 | {
"file_path": "transformers/examples/tensorflow/multiple-choice/README.md",
"repo_id": "transformers",
"token_count": 513
} | 383 |
# 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/activations_tf.py/0 | {
"file_path": "transformers/src/transformers/activations_tf.py",
"repo_id": "transformers",
"token_count": 1836
} | 384 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/agents/translation.py/0 | {
"file_path": "transformers/src/transformers/agents/translation.py",
"repo_id": "transformers",
"token_count": 4239
} | 385 |
# 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_pytorch_checkpoint_to_tf2.py/0 | {
"file_path": "transformers/src/transformers/convert_pytorch_checkpoint_to_tf2.py",
"repo_id": "transformers",
"token_count": 6724
} | 386 |
# 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/data/processors/xnli.py/0 | {
"file_path": "transformers/src/transformers/data/processors/xnli.py",
"repo_id": "transformers",
"token_count": 1505
} | 387 |
import time
import warnings
from abc import ABC
from collections import OrderedDict
from copy import deepcopy
from typing import Dict, List, Optional, Tuple, 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 P... | transformers/src/transformers/generation/stopping_criteria.py/0 | {
"file_path": "transformers/src/transformers/generation/stopping_criteria.py",
"repo_id": "transformers",
"token_count": 10529
} | 388 |
from ..utils import is_accelerate_available, is_torch_available, logging
if is_accelerate_available():
from accelerate import init_empty_weights
if is_torch_available():
import torch
import torch.nn as nn
import torch.nn.functional as F
logger = logging.get_logger(__name__)
# the weights are terna... | transformers/src/transformers/integrations/bitnet.py/0 | {
"file_path": "transformers/src/transformers/integrations/bitnet.py",
"repo_id": "transformers",
"token_count": 4597
} | 389 |
# 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/quanto.py/0 | {
"file_path": "transformers/src/transformers/integrations/quanto.py",
"repo_id": "transformers",
"token_count": 1909
} | 390 |
/*!
**************************************************************************************************
* 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/cpu/ms_deform_attn_cpu.cpp/0 | {
"file_path": "transformers/src/transformers/kernels/deta/cpu/ms_deform_attn_cpu.cpp",
"repo_id": "transformers",
"token_count": 406
} | 391 |
#include <stdio.h>
#include <assert.h>
#include "ATen/ATen.h"
#define MIN_VALUE (-1e38)
typedef at::BFloat16 bf16;
__global__ void kernel_forward_bf16(
const int B, const int T, const int C, const float *__restrict__ const _w, const bf16 *__restrict__ const _u,
const bf16 *__restrict__ const _k, const bf16 *__... | transformers/src/transformers/kernels/rwkv/wkv_cuda_bf16.cu/0 | {
"file_path": "transformers/src/transformers/kernels/rwkv/wkv_cuda_bf16.cu",
"repo_id": "transformers",
"token_count": 3302
} | 392 |
# 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/modeling_attn_mask_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_attn_mask_utils.py",
"repo_id": "transformers",
"token_count": 9169
} | 393 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain 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
#
# U... | transformers/src/transformers/models/albert/modeling_albert.py/0 | {
"file_path": "transformers/src/transformers/models/albert/modeling_albert.py",
"repo_id": "transformers",
"token_count": 27200
} | 394 |
# 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/aria/convert_aria_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/aria/convert_aria_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 2371
} | 395 |
# coding=utf-8
# Copyright 2018 The Google Flax 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/LICENSE-2.0
... | transformers/src/transformers/models/auto/modeling_flax_auto.py/0 | {
"file_path": "transformers/src/transformers/models/auto/modeling_flax_auto.py",
"repo_id": "transformers",
"token_count": 6214
} | 396 |
# coding=utf-8
# Copyright 2023 The Suno AI 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/bark/modeling_bark.py/0 | {
"file_path": "transformers/src/transformers/models/bark/modeling_bark.py",
"repo_id": "transformers",
"token_count": 35639
} | 397 |
# coding=utf-8
# Copyright 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/LICENS... | transformers/src/transformers/models/beit/configuration_beit.py/0 | {
"file_path": "transformers/src/transformers/models/beit/configuration_beit.py",
"repo_id": "transformers",
"token_count": 4436
} | 398 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain 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
#
# U... | transformers/src/transformers/models/big_bird/tokenization_big_bird_fast.py/0 | {
"file_path": "transformers/src/transformers/models/big_bird/tokenization_big_bird_fast.py",
"repo_id": "transformers",
"token_count": 4154
} | 399 |
# coding=utf-8
# Copyright 2021 The Facebook, 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/L... | transformers/src/transformers/models/blenderbot/configuration_blenderbot.py/0 | {
"file_path": "transformers/src/transformers/models/blenderbot/configuration_blenderbot.py",
"repo_id": "transformers",
"token_count": 8300
} | 400 |
# 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/blip/convert_blip_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/blip/convert_blip_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 2801
} | 401 |
# coding=utf-8
# Copyright 2022 HuggingFace Inc. team and BigScience workshop.
#
# 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/bloom/modeling_bloom.py/0 | {
"file_path": "transformers/src/transformers/models/bloom/modeling_bloom.py",
"repo_id": "transformers",
"token_count": 26889
} | 402 |
# coding=utf-8
# Copyright 2024 Meta 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/chameleon/processing_chameleon.py/0 | {
"file_path": "transformers/src/transformers/models/chameleon/processing_chameleon.py",
"repo_id": "transformers",
"token_count": 3260
} | 403 |
# 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/clip/convert_clip_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/clip/convert_clip_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 2313
} | 404 |
# 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/clvp/configuration_clvp.py/0 | {
"file_path": "transformers/src/transformers/models/clvp/configuration_clvp.py",
"repo_id": "transformers",
"token_count": 7890
} | 405 |
# 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/configuration_cohere.py/0 | {
"file_path": "transformers/src/transformers/models/cohere/configuration_cohere.py",
"repo_id": "transformers",
"token_count": 4430
} | 406 |
# 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/conditional_detr/convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/conditional_detr/convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6952
} | 407 |
# 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/convnext/image_processing_convnext_fast.py/0 | {
"file_path": "transformers/src/transformers/models/convnext/image_processing_convnext_fast.py",
"repo_id": "transformers",
"token_count": 3337
} | 408 |
# 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
#
# htt... | transformers/src/transformers/models/ctrl/configuration_ctrl.py/0 | {
"file_path": "transformers/src/transformers/models/ctrl/configuration_ctrl.py",
"repo_id": "transformers",
"token_count": 1722
} | 409 |
# coding=utf-8
# Copyright 2024 Descript 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/dac/feature_extraction_dac.py/0 | {
"file_path": "transformers/src/transformers/models/dac/feature_extraction_dac.py",
"repo_id": "transformers",
"token_count": 3225
} | 410 |
# 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/configuration_ernie_m.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/ernie_m/configuration_ernie_m.py",
"repo_id": "transformers",
"token_count": 2128
} | 411 |
# coding=utf-8
# Copyright 2022 The OpenAI Team Authors and 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
#
# Unles... | transformers/src/transformers/models/deprecated/jukebox/modeling_jukebox.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/jukebox/modeling_jukebox.py",
"repo_id": "transformers",
"token_count": 54573
} | 412 |
# 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/deprecated/nat/modeling_nat.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/nat/modeling_nat.py",
"repo_id": "transformers",
"token_count": 16360
} | 413 |
# 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/deprecated/transfo_xl/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/transfo_xl/__init__.py",
"repo_id": "transformers",
"token_count": 1165
} | 414 |
# coding=utf-8
# Copyright 2022 BNRist (Tsinghua University), TKLNDST (Nankai University) 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/deprecated/van/convert_van_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/van/convert_van_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4514
} | 415 |
# 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/configuration_depth_pro.py/0 | {
"file_path": "transformers/src/transformers/models/depth_pro/configuration_depth_pro.py",
"repo_id": "transformers",
"token_count": 4452
} | 416 |
# coding=utf-8
# Copyright 2022 Intel Labs, OpenMMLab 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/dpt/modeling_dpt.py/0 | {
"file_path": "transformers/src/transformers/models/dpt/modeling_dpt.py",
"repo_id": "transformers",
"token_count": 23936
} | 417 |
# Copyright 2024 The Emu team, BAAI 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/emu3/convert_emu3_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/emu3/convert_emu3_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 7618
} | 418 |
# coding=utf-8
# Copyright 2022 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/models/ernie/configuration_ernie.py/0 | {
"file_path": "transformers/src/transformers/models/ernie/configuration_ernie.py",
"repo_id": "transformers",
"token_count": 2954
} | 419 |
# Copyright 2021 AlQuraishi Laboratory
# Copyright 2021 DeepMind Technologies Limited
#
# 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... | transformers/src/transformers/models/esm/openfold_utils/tensor_utils.py/0 | {
"file_path": "transformers/src/transformers/models/esm/openfold_utils/tensor_utils.py",
"repo_id": "transformers",
"token_count": 1930
} | 420 |
# coding=utf-8
# Copyright 2021 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/LICE... | transformers/src/transformers/models/fnet/modeling_fnet.py/0 | {
"file_path": "transformers/src/transformers/models/fnet/modeling_fnet.py",
"repo_id": "transformers",
"token_count": 20553
} | 421 |
# coding=utf-8
# Copyright 2020-present Google Brain and Carnegie Mellon University 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.a... | transformers/src/transformers/models/funnel/modeling_tf_funnel.py/0 | {
"file_path": "transformers/src/transformers/models/funnel/modeling_tf_funnel.py",
"repo_id": "transformers",
"token_count": 35215
} | 422 |
# 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/gemma/tokenization_gemma_fast.py/0 | {
"file_path": "transformers/src/transformers/models/gemma/tokenization_gemma_fast.py",
"repo_id": "transformers",
"token_count": 3351
} | 423 |
# 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/gpt2/convert_gpt2_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/gpt2/convert_gpt2_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 937
} | 424 |
# 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/grounding_dino/processing_grounding_dino.py/0 | {
"file_path": "transformers/src/transformers/models/grounding_dino/processing_grounding_dino.py",
"repo_id": "transformers",
"token_count": 5701
} | 425 |
# coding=utf-8
# Copyright 2024 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/hiera/modeling_hiera.py/0 | {
"file_path": "transformers/src/transformers/models/hiera/modeling_hiera.py",
"repo_id": "transformers",
"token_count": 29342
} | 426 |
# coding=utf-8
# Copyright 2022 EleutherAI 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 G... | transformers/src/transformers/models/idefics/modeling_tf_idefics.py/0 | {
"file_path": "transformers/src/transformers/models/idefics/modeling_tf_idefics.py",
"repo_id": "transformers",
"token_count": 35963
} | 427 |
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