text stringlengths 7 318k | id stringlengths 14 166 | metadata dict | __index_level_0__ int64 0 439 |
|---|---|---|---|
<!--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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} | 232 |
<!---
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/docs/source/en/performance.md/0 | {
"file_path": "transformers/docs/source/en/performance.md",
"repo_id": "transformers",
"token_count": 966
} | 233 |
<!--Copyright 2023 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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"token_count": 6900
} | 234 |
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"file_path": "transformers/docs/source/es/multilingual.md",
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"token_count": 3036
} | 235 |
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"file_path": "transformers/docs/source/es/tasks/question_answering.md",
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"token_count": 3895
} | 236 |
<!--Copyright 2020 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/it/add_new_pipeline.md",
"repo_id": "transformers",
"token_count": 4132
} | 237 |
<!--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/it/perf_infer_gpu_one.md",
"repo_id": "transformers",
"token_count": 2306
} | 238 |
<!--
Copyright 2023 The HuggingFace Team. All rights reserved.
ライセンス：Apache License、バージョン2.0（「ライセンス」）に基づいています。このファイルは、ライセンスに準拠していない限り、使用できません。ライセンスのコピーは以下から入手できます：
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<!---
Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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Unless required by applicable law or ... | transformers/docs/source/ja/installation.md/0 | {
"file_path": "transformers/docs/source/ja/installation.md",
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"token_count": 4798
} | 240 |
<!--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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"token_count": 2400
} | 241 |
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the License. You may obtain a copy of the License at
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"file_path": "transformers/docs/source/ja/model_doc/bit.md",
"repo_id": "transformers",
"token_count": 1858
} | 242 |
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the License. You may obtain a copy of the License at
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"file_path": "transformers/docs/source/ja/model_doc/clvp.md",
"repo_id": "transformers",
"token_count": 2038
} | 243 |
<!--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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"file_path": "transformers/docs/source/ja/model_doc/deit.md",
"repo_id": "transformers",
"token_count": 3682
} | 244 |
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Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
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} | 245 |
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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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"file_path": "transformers/docs/source/ja/tasks/object_detection.md",
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"token_count": 12769
} | 246 |
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the License. You may obtain a copy of the License at
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} | 247 |
<!--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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"token_count": 3120
} | 248 |
<!--Copyright 2023 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/ko/tflite.md",
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"token_count": 1845
} | 249 |
<!---
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/pt/installation.md/0 | {
"file_path": "transformers/docs/source/pt/installation.md",
"repo_id": "transformers",
"token_count": 3759
} | 250 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/zh/autoclass_tutorial.md/0 | {
"file_path": "transformers/docs/source/zh/autoclass_tutorial.md",
"repo_id": "transformers",
"token_count": 3366
} | 251 |
<!--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
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"file_path": "transformers/docs/source/zh/run_scripts.md",
"repo_id": "transformers",
"token_count": 8240
} | 252 |
# coding=utf-8
# Copyright 2021 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/flax/test_flax_examples.py/0 | {
"file_path": "transformers/examples/flax/test_flax_examples.py",
"repo_id": "transformers",
"token_count": 4789
} | 253 |
# 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/legacy/multiple_choice/utils_multiple_choice.py/0 | {
"file_path": "transformers/examples/legacy/multiple_choice/utils_multiple_choice.py",
"repo_id": "transformers",
"token_count": 10031
} | 254 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University 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 co... | transformers/examples/legacy/run_transfo_xl.py/0 | {
"file_path": "transformers/examples/legacy/run_transfo_xl.py",
"repo_id": "transformers",
"token_count": 2275
} | 255 |
import sys
from transformers import AutoTokenizer
dataset = sys.argv[1]
model_name_or_path = sys.argv[2]
max_len = int(sys.argv[3])
subword_len_counter = 0
tokenizer = AutoTokenizer.from_pretrained(model_name_or_path)
max_len -= tokenizer.num_special_tokens_to_add()
with open(dataset, "rt") as f_p:
for line i... | transformers/examples/legacy/token-classification/scripts/preprocess.py/0 | {
"file_path": "transformers/examples/legacy/token-classification/scripts/preprocess.py",
"repo_id": "transformers",
"token_count": 452
} | 256 |
<!---
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/examples/pytorch/image-pretraining/README.md/0 | {
"file_path": "transformers/examples/pytorch/image-pretraining/README.md",
"repo_id": "transformers",
"token_count": 3472
} | 257 |
#!/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/pytorch/multiple-choice/run_swag_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/multiple-choice/run_swag_no_trainer.py",
"repo_id": "transformers",
"token_count": 11876
} | 258 |
<!---
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/pytorch/speech-pretraining/README.md/0 | {
"file_path": "transformers/examples/pytorch/speech-pretraining/README.md",
"repo_id": "transformers",
"token_count": 2600
} | 259 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2020 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/text-classification/run_classification.py/0 | {
"file_path": "transformers/examples/pytorch/text-classification/run_classification.py",
"repo_id": "transformers",
"token_count": 14066
} | 260 |
from dataclasses import dataclass, field
from typing import Optional
@dataclass
class TrainingArguments:
"""
Configuration for training model.
"""
model_ckpt: Optional[str] = field(
default="codeparrot/codeparrot", metadata={"help": "Model name or path of model to be trained."}
)
save... | transformers/examples/research_projects/codeparrot/scripts/arguments.py/0 | {
"file_path": "transformers/examples/research_projects/codeparrot/scripts/arguments.py",
"repo_id": "transformers",
"token_count": 3556
} | 261 |
# coding=utf-8
# Copyright 2019-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 a... | transformers/examples/research_projects/distillation/scripts/token_counts.py/0 | {
"file_path": "transformers/examples/research_projects/distillation/scripts/token_counts.py",
"repo_id": "transformers",
"token_count": 725
} | 262 |
<!---
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/research_projects/jax-projects/hybrid_clip/README.md/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/hybrid_clip/README.md",
"repo_id": "transformers",
"token_count": 2299
} | 263 |
## MM-IMDb
Based on the script [`run_mmimdb.py`](https://github.com/huggingface/transformers/blob/main/examples/research_projects/mm-imdb/run_mmimdb.py).
[MM-IMDb](http://lisi1.unal.edu.co/mmimdb/) is a Multimodal dataset with around 26,000 movies including images, plots and other metadata.
### Training on MM-IMDb
... | transformers/examples/research_projects/mm-imdb/README.md/0 | {
"file_path": "transformers/examples/research_projects/mm-imdb/README.md",
"repo_id": "transformers",
"token_count": 283
} | 264 |
<!---
Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or a... | transformers/examples/research_projects/onnx/summarization/README.md/0 | {
"file_path": "transformers/examples/research_projects/onnx/summarization/README.md",
"repo_id": "transformers",
"token_count": 463
} | 265 |
#! /usr/bin/env python3
# coding=utf-8
# Copyright (c) 2019 Uber Technologies, 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 ... | transformers/examples/research_projects/pplm/run_pplm.py/0 | {
"file_path": "transformers/examples/research_projects/pplm/run_pplm.py",
"repo_id": "transformers",
"token_count": 13423
} | 266 |
import os
from functools import partial
from glob import glob
import faiss
from datasets import Features, Sequence, Value, concatenate_datasets, load_dataset, load_from_disk
from transformers import DPRContextEncoder, DPRContextEncoderTokenizerFast
def split_text(text, n=100, character=" "):
"""Split the text e... | transformers/examples/research_projects/rag-end2end-retriever/kb_encode_utils.py/0 | {
"file_path": "transformers/examples/research_projects/rag-end2end-retriever/kb_encode_utils.py",
"repo_id": "transformers",
"token_count": 1231
} | 267 |
import json
import logging
import os
import sys
from pathlib import Path
import finetune_rag
from transformers.file_utils import is_apex_available
from transformers.testing_utils import (
TestCasePlus,
execute_subprocess_async,
require_ray,
require_torch_gpu,
require_torch_multi_gpu,
)
logging.b... | transformers/examples/research_projects/rag/_test_finetune_rag.py/0 | {
"file_path": "transformers/examples/research_projects/rag/_test_finetune_rag.py",
"repo_id": "transformers",
"token_count": 1994
} | 268 |
# Robust Speech Challenge 🤗
Welcome to the robust speech recognition challenge 🎙️ !
The goal of this event is to build **robust**, **real-world** speech recognition (ASR) systems in as many languages as possible 🌏🌍🌎.
If necessary and available, free access to a V100S 32 GB GPU will kindly be provided by the [OVH... | transformers/examples/research_projects/robust-speech-event/README.md/0 | {
"file_path": "transformers/examples/research_projects/robust-speech-event/README.md",
"repo_id": "transformers",
"token_count": 12254
} | 269 |
#!/usr/bin/env bash
export PYTHONPATH="../":"${PYTHONPATH}"
export WANDB_PROJECT=dmar
# export MAX_LEN=128
python distillation.py \
--learning_rate=3e-4 \
--do_train \
--fp16 \
--val_check_interval 0.25 \
--teacher Helsinki-NLP/opus-mt-en-ro \
--max_source_length $MAX_LEN --max_target_length $MAX_LEN --val_... | transformers/examples/research_projects/seq2seq-distillation/distil_marian_enro_teacher.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/distil_marian_enro_teacher.sh",
"repo_id": "transformers",
"token_count": 310
} | 270 |
#!/usr/bin/env bash
export PYTHONPATH="../":"${PYTHONPATH}"
python distillation.py \
--teacher facebook/bart-large-xsum --data_dir xsum \
--tokenizer_name facebook/bart-large-xsum \
--student_decoder_layers 6 --student_encoder_layers 12 \
--freeze_encoder --freeze_embeds \
--learning_rate=3e-4 \
--do_train ... | transformers/examples/research_projects/seq2seq-distillation/train_distilbart_xsum.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/train_distilbart_xsum.sh",
"repo_id": "transformers",
"token_count": 317
} | 271 |
#!/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" \
--evaluation_strategy="steps" \
--save_steps="500" \
--eval_steps="100" \
--logging_... | 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": 324
} | 272 |
<!---
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/language-modeling/README.md/0 | {
"file_path": "transformers/examples/tensorflow/language-modeling/README.md",
"repo_id": "transformers",
"token_count": 838
} | 273 |
#!/usr/bin/env bash
# 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 r... | transformers/scripts/fsmt/convert-allenai-wmt16.sh/0 | {
"file_path": "transformers/scripts/fsmt/convert-allenai-wmt16.sh",
"repo_id": "transformers",
"token_count": 1372
} | 274 |
#!/bin/bash
for FILE in converted/*; do
model_name=`basename $FILE`
huggingface-cli repo create $model_name -y
git clone https://huggingface.co/Helsinki-NLP/$model_name
mv $FILE/* $model_name/
cd $model_name
git add . && git commit -m "initial commit"
git push
cd ..
done
| transformers/scripts/tatoeba/upload_models.sh/0 | {
"file_path": "transformers/scripts/tatoeba/upload_models.sh",
"repo_id": "transformers",
"token_count": 109
} | 275 |
# 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/commands/add_new_model_like.py/0 | {
"file_path": "transformers/src/transformers/commands/add_new_model_like.py",
"repo_id": "transformers",
"token_count": 30693
} | 276 |
# 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/convert_tf_hub_seq_to_seq_bert_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/convert_tf_hub_seq_to_seq_bert_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1130
} | 277 |
# 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
} | 278 |
# 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": 12055
} | 279 |
# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/integrations/peft.py/0 | {
"file_path": "transformers/src/transformers/integrations/peft.py",
"repo_id": "transformers",
"token_count": 9185
} | 280 |
#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
} | 281 |
# 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/modeling_tf_outputs.py/0 | {
"file_path": "transformers/src/transformers/modeling_tf_outputs.py",
"repo_id": "transformers",
"token_count": 20580
} | 282 |
# coding=utf-8
# Copyright 2023 The Google Research 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/l... | transformers/src/transformers/models/align/modeling_align.py/0 | {
"file_path": "transformers/src/transformers/models/align/modeling_align.py",
"repo_id": "transformers",
"token_count": 30088
} | 283 |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/auto/modeling_auto.py/0 | {
"file_path": "transformers/src/transformers/models/auto/modeling_auto.py",
"repo_id": "transformers",
"token_count": 27946
} | 284 |
# 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/bart/convert_bart_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bart/convert_bart_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2355
} | 285 |
# coding=utf-8
# Copyright 2021 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/beit/modeling_beit.py/0 | {
"file_path": "transformers/src/transformers/models/beit/modeling_beit.py",
"repo_id": "transformers",
"token_count": 25639
} | 286 |
# coding=utf-8
# Copyright 2020 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/models/bert_generation/modeling_bert_generation.py/0 | {
"file_path": "transformers/src/transformers/models/bert_generation/modeling_bert_generation.py",
"repo_id": "transformers",
"token_count": 20269
} | 287 |
# coding=utf-8
# Copyright 2021 Google Research 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-... | transformers/src/transformers/models/bigbird_pegasus/modeling_bigbird_pegasus.py/0 | {
"file_path": "transformers/src/transformers/models/bigbird_pegasus/modeling_bigbird_pegasus.py",
"repo_id": "transformers",
"token_count": 66863
} | 288 |
# coding=utf-8
# Copyright 2023 The Salesforce 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/licens... | transformers/src/transformers/models/blip/modeling_tf_blip.py/0 | {
"file_path": "transformers/src/transformers/models/blip/modeling_tf_blip.py",
"repo_id": "transformers",
"token_count": 30642
} | 289 |
# 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/clap/feature_extraction_clap.py/0 | {
"file_path": "transformers/src/transformers/models/clap/feature_extraction_clap.py",
"repo_id": "transformers",
"token_count": 7774
} | 290 |
# 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/clipseg/convert_clipseg_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/clipseg/convert_clipseg_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 4819
} | 291 |
# coding=utf-8
# Copyright 2022 Salesforce authors, The EleutherAI, and HuggingFace Teams. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/l... | transformers/src/transformers/models/codegen/modeling_codegen.py/0 | {
"file_path": "transformers/src/transformers/models/codegen/modeling_codegen.py",
"repo_id": "transformers",
"token_count": 13901
} | 292 |
# 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/convnext/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/convnext/__init__.py",
"repo_id": "transformers",
"token_count": 1189
} | 293 |
# coding=utf-8
# Copyright 2022 The OpenBMB 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/LIC... | transformers/src/transformers/models/cpmant/configuration_cpmant.py/0 | {
"file_path": "transformers/src/transformers/models/cpmant/configuration_cpmant.py",
"repo_id": "transformers",
"token_count": 2021
} | 294 |
# coding=utf-8
# Copyright Meta Platforms 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/data2vec/configuration_data2vec_vision.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/configuration_data2vec_vision.py",
"repo_id": "transformers",
"token_count": 3576
} | 295 |
# 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_v2/modeling_deberta_v2.py/0 | {
"file_path": "transformers/src/transformers/models/deberta_v2/modeling_deberta_v2.py",
"repo_id": "transformers",
"token_count": 29893
} | 296 |
# 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/deit/convert_deit_timm_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deit/convert_deit_timm_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3875
} | 297 |
# Copyright 2023 EleutherAI 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
#
# Unless r... | transformers/src/transformers/models/deprecated/open_llama/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/open_llama/__init__.py",
"repo_id": "transformers",
"token_count": 1041
} | 298 |
# 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": 1991
} | 299 |
# 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/deta/convert_deta_resnet_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deta/convert_deta_resnet_to_pytorch.py",
"repo_id": "transformers",
"token_count": 7808
} | 300 |
# 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/dpt/convert_dpt_swinv2_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/dpt/convert_dpt_swinv2_to_hf.py",
"repo_id": "transformers",
"token_count": 6687
} | 301 |
# 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/electra/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/electra/__init__.py",
"repo_id": "transformers",
"token_count": 2221
} | 302 |
# 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/encoder_decoder/modeling_flax_encoder_decoder.py/0 | {
"file_path": "transformers/src/transformers/models/encoder_decoder/modeling_flax_encoder_decoder.py",
"repo_id": "transformers",
"token_count": 18505
} | 303 |
# Copyright 2021 AlQuraishi Laboratory
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | transformers/src/transformers/models/esm/openfold_utils/chunk_utils.py/0 | {
"file_path": "transformers/src/transformers/models/esm/openfold_utils/chunk_utils.py",
"repo_id": "transformers",
"token_count": 6590
} | 304 |
# 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/fastspeech2_conformer/convert_hifigan.py/0 | {
"file_path": "transformers/src/transformers/models/fastspeech2_conformer/convert_hifigan.py",
"repo_id": "transformers",
"token_count": 2201
} | 305 |
# coding=utf-8
# Copyright 2022 Meta Platforms 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/LI... | transformers/src/transformers/models/flava/processing_flava.py/0 | {
"file_path": "transformers/src/transformers/models/flava/processing_flava.py",
"repo_id": "transformers",
"token_count": 2767
} | 306 |
# 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/funnel/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/funnel/__init__.py",
"repo_id": "transformers",
"token_count": 1742
} | 307 |
# 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... | transformers/src/transformers/models/git/modeling_git.py/0 | {
"file_path": "transformers/src/transformers/models/git/modeling_git.py",
"repo_id": "transformers",
"token_count": 29391
} | 308 |
# coding=utf-8
# Copyright 2018 The Open AI 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/gpt2/tokenization_gpt2_fast.py/0 | {
"file_path": "transformers/src/transformers/models/gpt2/tokenization_gpt2_fast.py",
"repo_id": "transformers",
"token_count": 3295
} | 309 |
# coding=utf-8
# Copyright 2022 ABEJA, 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-... | transformers/src/transformers/models/gpt_neox_japanese/modeling_gpt_neox_japanese.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_neox_japanese/modeling_gpt_neox_japanese.py",
"repo_id": "transformers",
"token_count": 13900
} | 310 |
# Copyright (c) Microsoft Corporation and HuggingFace
# Licensed under the MIT License.
import cython
cimport numpy
from cython.parallel cimport parallel, prange
import numpy as np
# Reduce this number if matrices are too big for large graphs
UNREACHABLE_NODE_DISTANCE = 510
def floyd_warshall(adjacency_matrix):
... | transformers/src/transformers/models/graphormer/algos_graphormer.pyx/0 | {
"file_path": "transformers/src/transformers/models/graphormer/algos_graphormer.pyx",
"repo_id": "transformers",
"token_count": 1752
} | 311 |
# 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/hubert/convert_hubert_original_s3prl_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/hubert/convert_hubert_original_s3prl_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 982
} | 312 |
# 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/imagegpt/convert_imagegpt_original_tf2_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/imagegpt/convert_imagegpt_original_tf2_to_pytorch.py",
"repo_id": "transformers",
"token_count": 993
} | 313 |
# coding=utf-8
# Copyright 2022 The Open AI 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/jukebox/tokenization_jukebox.py/0 | {
"file_path": "transformers/src/transformers/models/jukebox/tokenization_jukebox.py",
"repo_id": "transformers",
"token_count": 7768
} | 314 |
# coding=utf-8
# Copyright 2021 Microsoft Research 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/LICEN... | transformers/src/transformers/models/layoutlmv2/modeling_layoutlmv2.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv2/modeling_layoutlmv2.py",
"repo_id": "transformers",
"token_count": 26677
} | 315 |
# 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/layoutxlm/tokenization_layoutxlm_fast.py/0 | {
"file_path": "transformers/src/transformers/models/layoutxlm/tokenization_layoutxlm_fast.py",
"repo_id": "transformers",
"token_count": 17923
} | 316 |
# Copyright 2022 EleutherAI 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
#
# Unless r... | transformers/src/transformers/models/llama/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/llama/__init__.py",
"repo_id": "transformers",
"token_count": 1185
} | 317 |
# coding=utf-8
# Copyright 2020 The Allen Institute for AI team 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... | transformers/src/transformers/models/longformer/modeling_tf_longformer.py/0 | {
"file_path": "transformers/src/transformers/models/longformer/modeling_tf_longformer.py",
"repo_id": "transformers",
"token_count": 55431
} | 318 |
# coding=utf-8
# Copyright 2018 Hao Tan, Mohit Bansal, and the HuggingFace team
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/lxmert/modeling_lxmert.py/0 | {
"file_path": "transformers/src/transformers/models/lxmert/modeling_lxmert.py",
"repo_id": "transformers",
"token_count": 27624
} | 319 |
# 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": 7701
} | 320 |
# 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 | {
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"repo_id": "transformers",
"token_count": 16104
} | 321 |
# 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 | {
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"repo_id": "transformers",
"token_count": 7343
} | 322 |
# 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/mgp_str/processing_mgp_str.py/0 | {
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"repo_id": "transformers",
"token_count": 4019
} | 323 |
# 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/mobilenet_v2/modeling_mobilenet_v2.py/0 | {
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"repo_id": "transformers",
"token_count": 15255
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# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team, Microsoft Corporation.
# 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/mpnet/tokenization_mpnet.py/0 | {
"file_path": "transformers/src/transformers/models/mpnet/tokenization_mpnet.py",
"repo_id": "transformers",
"token_count": 9997
} | 325 |
# 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/musicgen/convert_musicgen_transformers.py/0 | {
"file_path": "transformers/src/transformers/models/musicgen/convert_musicgen_transformers.py",
"repo_id": "transformers",
"token_count": 3641
} | 326 |
# 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/oneformer/convert_to_hf_oneformer.py/0 | {
"file_path": "transformers/src/transformers/models/oneformer/convert_to_hf_oneformer.py",
"repo_id": "transformers",
"token_count": 26214
} | 327 |
# coding=utf-8
# Copyright 2022 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/opt/modeling_tf_opt.py/0 | {
"file_path": "transformers/src/transformers/models/opt/modeling_tf_opt.py",
"repo_id": "transformers",
"token_count": 21486
} | 328 |
# coding=utf-8
# Copyright 2023 IBM and HuggingFace Inc. team. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unle... | transformers/src/transformers/models/patchtsmixer/modeling_patchtsmixer.py/0 | {
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"repo_id": "transformers",
"token_count": 38159
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# coding=utf-8
# Copyright Deepmind 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/perceiver/configuration_perceiver.py/0 | {
"file_path": "transformers/src/transformers/models/perceiver/configuration_perceiver.py",
"repo_id": "transformers",
"token_count": 4729
} | 330 |
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