text stringlengths 5 409k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 572 |
|---|---|---|---|
<!--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/pt/custom_models.md/0 | {
"file_path": "transformers/docs/source/pt/custom_models.md",
"repo_id": "transformers",
"token_count": 5917
} | 350 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/zh/fast_tokenizers.md/0 | {
"file_path": "transformers/docs/source/zh/fast_tokenizers.md",
"repo_id": "transformers",
"token_count": 1249
} | 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
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/zh/run_scripts.md/0 | {
"file_path": "transformers/docs/source/zh/run_scripts.md",
"repo_id": "transformers",
"token_count": 8301
} | 352 |
#!/usr/bin/env python
# coding=utf-8
# 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-... | transformers/examples/flax/image-captioning/run_image_captioning_flax.py/0 | {
"file_path": "transformers/examples/flax/image-captioning/run_image_captioning_flax.py",
"repo_id": "transformers",
"token_count": 24327
} | 353 |
# Summarization (Seq2Seq model) training examples
The following example showcases how to finetune a sequence-to-sequence model for summarization
using the JAX/Flax backend.
JAX/Flax allows you to trace pure functions and compile them into efficient, fused accelerator code on both GPU and TPU.
Models written in JAX/Fl... | transformers/examples/flax/summarization/README.md/0 | {
"file_path": "transformers/examples/flax/summarization/README.md",
"repo_id": "transformers",
"token_count": 544
} | 354 |
#!/usr/bin/env python
# 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.
... | transformers/examples/legacy/run_language_modeling.py/0 | {
"file_path": "transformers/examples/legacy/run_language_modeling.py",
"repo_id": "transformers",
"token_count": 5667
} | 355 |
# 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/examples/legacy/seq2seq/old_test_seq2seq_examples_multi_gpu.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/old_test_seq2seq_examples_multi_gpu.py",
"repo_id": "transformers",
"token_count": 771
} | 356 |
if ! [ -f ./dev.txt ]; then
echo "Downloading CONLL2003 dev dataset...."
curl -L -o ./dev.txt 'https://github.com/davidsbatista/NER-datasets/raw/master/CONLL2003/valid.txt'
fi
if ! [ -f ./test.txt ]; then
echo "Downloading CONLL2003 test dataset...."
curl -L -o ./test.txt 'https://github.com/davidsbatista/NER-... | transformers/examples/legacy/token-classification/run_chunk.sh/0 | {
"file_path": "transformers/examples/legacy/token-classification/run_chunk.sh",
"repo_id": "transformers",
"token_count": 414
} | 357 |
from transformers.models.gemma.modeling_gemma import GemmaForSequenceClassification
from transformers.models.llama.configuration_llama import LlamaConfig
# Example where we only want to only modify the docstring
class MyNewModel2Config(LlamaConfig):
r"""
This is the configuration class to store the configurat... | transformers/examples/modular-transformers/modular_my_new_model2.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_my_new_model2.py",
"repo_id": "transformers",
"token_count": 483
} | 358 |
<!---
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/image-classification/README.md/0 | {
"file_path": "transformers/examples/pytorch/image-classification/README.md",
"repo_id": "transformers",
"token_count": 2873
} | 359 |
<!---
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/question-answering/README.md/0 | {
"file_path": "transformers/examples/pytorch/question-answering/README.md",
"repo_id": "transformers",
"token_count": 2435
} | 360 |
#!/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/pytorch/speech-pretraining/run_wav2vec2_pretraining_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/speech-pretraining/run_wav2vec2_pretraining_no_trainer.py",
"repo_id": "transformers",
"token_count": 14055
} | 361 |
# 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/examples/pytorch/text-classification/run_glue_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/text-classification/run_glue_no_trainer.py",
"repo_id": "transformers",
"token_count": 12372
} | 362 |
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": 3565
} | 363 |
# 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": 726
} | 364 |
<!---
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": 2322
} | 365 |
## 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": 287
} | 366 |
<!---
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
} | 367 |
#! /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": 13443
} | 368 |
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
} | 369 |
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
} | 370 |
# 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": 12253
} | 371 |
#!/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 $MAX_LEN --val_... | transformers/examples/research_projects/seq2seq-distillation/distil_marian_enro_teacher.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/distil_marian_enro_teacher.sh",
"repo_id": "transformers",
"token_count": 310
} | 372 |
#!/usr/bin/env bash
export PYTHONPATH="../":"${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
} | 373 |
<jupyter_start><jupyter_code># %pip install-r requirements.txt<jupyter_output><empty_output><jupyter_text>**Note**: This demo is adapted from the LXMERT Demo present here: https://github.com/huggingface/transformers/tree/main/examples/research_projects/lxmert<jupyter_code>import io
import numpy as np
import PIL.Image
... | transformers/examples/research_projects/visual_bert/demo.ipynb/0 | {
"file_path": "transformers/examples/research_projects/visual_bert/demo.ipynb",
"repo_id": "transformers",
"token_count": 1632
} | 374 |
{
"fp16": {
"enabled": "auto",
"loss_scale": 0,
"loss_scale_window": 1000,
"initial_scale_power": 16,
"hysteresis": 2,
"min_loss_scale": 1
},
"optimizer": {
"type": "AdamW",
"params": {
"lr": "auto",
"betas": "auto",
... | transformers/examples/research_projects/wav2vec2/ds_config_wav2vec2_zero2.json/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/ds_config_wav2vec2_zero2.json",
"repo_id": "transformers",
"token_count": 669
} | 375 |
#!/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/LI... | transformers/examples/tensorflow/language-modeling-tpu/run_mlm.py/0 | {
"file_path": "transformers/examples/tensorflow/language-modeling-tpu/run_mlm.py",
"repo_id": "transformers",
"token_count": 4387
} | 376 |
# coding=utf-8
# Copyright 2022 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/tensorflow/test_tensorflow_examples.py/0 | {
"file_path": "transformers/examples/tensorflow/test_tensorflow_examples.py",
"repo_id": "transformers",
"token_count": 5486
} | 377 |
import time
import torch
from transformers import AutoModel, AutoTokenizer, pipeline
test_sentence = 'Do you [MASK] the muffin man?'
# for comparison
bert = pipeline('fill-mask', model = 'bert-base-uncased')
print('\n'.join([d['sequence'] for d in bert(test_sentence)]))
deberta = pipeline('fill-mask', model = 'm... | transformers/scripts/deberta_scrtipt.py/0 | {
"file_path": "transformers/scripts/deberta_scrtipt.py",
"repo_id": "transformers",
"token_count": 690
} | 378 |
# Copyright 2021 The HuggingFace Team, the AllenNLP library authors. 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/scripts/stale.py/0 | {
"file_path": "transformers/scripts/stale.py",
"repo_id": "transformers",
"token_count": 1217
} | 379 |
#!/usr/bin/env python
# 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/L... | transformers/src/transformers/agents/prompts.py/0 | {
"file_path": "transformers/src/transformers/agents/prompts.py",
"repo_id": "transformers",
"token_count": 9105
} | 380 |
# 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/commands/run.py/0 | {
"file_path": "transformers/src/transformers/commands/run.py",
"repo_id": "transformers",
"token_count": 1665
} | 381 |
# Licensed under the Apache License, Version 2.0 (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 in writing, software
# distributed under th... | transformers/src/transformers/data/metrics/__init__.py/0 | {
"file_path": "transformers/src/transformers/data/metrics/__init__.py",
"repo_id": "transformers",
"token_count": 1413
} | 382 |
# 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/generation/beam_search.py/0 | {
"file_path": "transformers/src/transformers/generation/beam_search.py",
"repo_id": "transformers",
"token_count": 22993
} | 383 |
# 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/image_processing_utils_fast.py/0 | {
"file_path": "transformers/src/transformers/image_processing_utils_fast.py",
"repo_id": "transformers",
"token_count": 12409
} | 384 |
# coding=utf-8
# Copyright 2024 The ggml.ai team and The HuggingFace Inc. team. and pygguf author (github.com/99991)
# https://github.com/99991/pygguf
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the Lic... | transformers/src/transformers/integrations/ggml.py/0 | {
"file_path": "transformers/src/transformers/integrations/ggml.py",
"repo_id": "transformers",
"token_count": 12259
} | 385 |
/*!
**************************************************************************************************
* 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/deformable_detr/cuda/ms_deform_attn_cuda.cu/0 | {
"file_path": "transformers/src/transformers/kernels/deformable_detr/cuda/ms_deform_attn_cuda.cu",
"repo_id": "transformers",
"token_count": 3260
} | 386 |
#include "cuda_kernel.h"
//////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////
__global__ void index_max_cuda_kernel(
float *index_vals, // [batch_size, 32, num_block... | transformers/src/transformers/kernels/mra/cuda_kernel.cu/0 | {
"file_path": "transformers/src/transformers/kernels/mra/cuda_kernel.cu",
"repo_id": "transformers",
"token_count": 5563
} | 387 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | transformers/src/transformers/modeling_tf_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_tf_utils.py",
"repo_id": "transformers",
"token_count": 74552
} | 388 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/models/auto/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/auto/__init__.py",
"repo_id": "transformers",
"token_count": 8478
} | 389 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/bamba/modular_bamba.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/bamba/modeling_bamba.py/0 | {
"file_path": "transformers/src/transformers/models/bamba/modeling_bamba.py",
"repo_id": "transformers",
"token_count": 34276
} | 390 |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/bert/convert_bert_pytorch_checkpoint_to_original_tf.py/0 | {
"file_path": "transformers/src/transformers/models/bert/convert_bert_pytorch_checkpoint_to_original_tf.py",
"repo_id": "transformers",
"token_count": 1660
} | 391 |
# 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/blip_2/convert_blip_2_original_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/blip_2/convert_blip_2_original_to_pytorch.py",
"repo_id": "transformers",
"token_count": 7314
} | 392 |
# 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/bros/convert_bros_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bros/convert_bros_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2040
} | 393 |
# coding=utf-8
# Copyright Google AI and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | transformers/src/transformers/models/canine/tokenization_canine.py/0 | {
"file_path": "transformers/src/transformers/models/canine/tokenization_canine.py",
"repo_id": "transformers",
"token_count": 3904
} | 394 |
# 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/convert_clap_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/clap/convert_clap_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 2042
} | 395 |
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/colpali/convert_colpali_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/colpali/convert_colpali_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 3091
} | 396 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICEN... | transformers/src/transformers/models/cpm/tokenization_cpm_fast.py/0 | {
"file_path": "transformers/src/transformers/models/cpm/tokenization_cpm_fast.py",
"repo_id": "transformers",
"token_count": 4459
} | 397 |
# 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/dab_detr/configuration_dab_detr.py/0 | {
"file_path": "transformers/src/transformers/models/dab_detr/configuration_dab_detr.py",
"repo_id": "transformers",
"token_count": 5207
} | 398 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/data2vec/modeling_data2vec_text.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/modeling_data2vec_text.py",
"repo_id": "transformers",
"token_count": 29920
} | 399 |
# coding=utf-8
# Copyright 2020 Microsoft and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required... | transformers/src/transformers/models/deberta_v2/tokenization_deberta_v2.py/0 | {
"file_path": "transformers/src/transformers/models/deberta_v2/tokenization_deberta_v2.py",
"repo_id": "transformers",
"token_count": 9334
} | 400 |
# 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
} | 401 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/deprecated/efficientformer/configuration_efficientformer.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/efficientformer/configuration_efficientformer.py",
"repo_id": "transformers",
"token_count": 2950
} | 402 |
# Copyright (c) Microsoft Corporation and HuggingFace
# Licensed under the MIT License.
from typing import Any, Dict, List, Mapping
import numpy as np
import torch
from ....utils import is_cython_available, requires_backends
if is_cython_available():
import pyximport
pyximport.install(setup_args={"include... | transformers/src/transformers/models/deprecated/graphormer/collating_graphormer.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/graphormer/collating_graphormer.py",
"repo_id": "transformers",
"token_count": 2694
} | 403 |
# coding=utf-8
# Copyright 2023 The Mega Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/deprecated/mega/modeling_mega.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/mega/modeling_mega.py",
"repo_id": "transformers",
"token_count": 45860
} | 404 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/models/deprecated/realm/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/realm/__init__.py",
"repo_id": "transformers",
"token_count": 948
} | 405 |
# 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/deprecated/tvlt/feature_extraction_tvlt.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/tvlt/feature_extraction_tvlt.py",
"repo_id": "transformers",
"token_count": 4436
} | 406 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/detr/image_processing_detr.py/0 | {
"file_path": "transformers/src/transformers/models/detr/image_processing_detr.py",
"repo_id": "transformers",
"token_count": 41012
} | 407 |
# coding=utf-8
# Copyright 2023 Meta AI and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
... | transformers/src/transformers/models/dinov2/modeling_flax_dinov2.py/0 | {
"file_path": "transformers/src/transformers/models/dinov2/modeling_flax_dinov2.py",
"repo_id": "transformers",
"token_count": 13463
} | 408 |
# 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/donut/configuration_donut_swin.py/0 | {
"file_path": "transformers/src/transformers/models/donut/configuration_donut_swin.py",
"repo_id": "transformers",
"token_count": 2231
} | 409 |
# 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_beit_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/dpt/convert_dpt_beit_to_hf.py",
"repo_id": "transformers",
"token_count": 5894
} | 410 |
# coding=utf-8
# Copyright 2021 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/electra/modeling_flax_electra.py/0 | {
"file_path": "transformers/src/transformers/models/electra/modeling_flax_electra.py",
"repo_id": "transformers",
"token_count": 27364
} | 411 |
# 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/data_transforms.py/0 | {
"file_path": "transformers/src/transformers/models/esm/openfold_utils/data_transforms.py",
"repo_id": "transformers",
"token_count": 1505
} | 412 |
# 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/configuration_fastspeech2_conformer.py/0 | {
"file_path": "transformers/src/transformers/models/fastspeech2_conformer/configuration_fastspeech2_conformer.py",
"repo_id": "transformers",
"token_count": 9690
} | 413 |
# 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/flava/image_processing_flava.py/0 | {
"file_path": "transformers/src/transformers/models/flava/image_processing_flava.py",
"repo_id": "transformers",
"token_count": 16275
} | 414 |
# coding=utf-8
# Copyright 2020 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/fsmt/modeling_fsmt.py/0 | {
"file_path": "transformers/src/transformers/models/fsmt/modeling_fsmt.py",
"repo_id": "transformers",
"token_count": 25321
} | 415 |
# 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/git/processing_git.py/0 | {
"file_path": "transformers/src/transformers/models/git/processing_git.py",
"repo_id": "transformers",
"token_count": 2649
} | 416 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/got_ocr2/modular_got_ocr2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation... | transformers/src/transformers/models/got_ocr2/modeling_got_ocr2.py/0 | {
"file_path": "transformers/src/transformers/models/got_ocr2/modeling_got_ocr2.py",
"repo_id": "transformers",
"token_count": 18334
} | 417 |
"""The tokenizer used by the GPT-SW3 models."""
import os
import re
import unicodedata
from shutil import copyfile
from typing import Any, Dict, List, Optional, Tuple, Union
import sentencepiece as spm
from ...tokenization_utils import PreTrainedTokenizer
from ...utils import is_torch_available, logging
if is_torc... | transformers/src/transformers/models/gpt_sw3/tokenization_gpt_sw3.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_sw3/tokenization_gpt_sw3.py",
"repo_id": "transformers",
"token_count": 5232
} | 418 |
# coding=utf-8
# Copyright 2024 IBM 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/granitemoeshared/modular_granitemoeshared.py/0 | {
"file_path": "transformers/src/transformers/models/granitemoeshared/modular_granitemoeshared.py",
"repo_id": "transformers",
"token_count": 5110
} | 419 |
# coding=utf-8
# Copyright 2021 The I-BERT Authors (Sehoon Kim, Amir Gholami, Zhewei Yao,
# Michael Mahoney, Kurt Keutzer - UC Berkeley) and The HuggingFace Inc. team.
# Copyright (c) 20121, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use t... | transformers/src/transformers/models/ibert/modeling_ibert.py/0 | {
"file_path": "transformers/src/transformers/models/ibert/modeling_ibert.py",
"repo_id": "transformers",
"token_count": 24601
} | 420 |
# 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/idefics2/modeling_idefics2.py/0 | {
"file_path": "transformers/src/transformers/models/idefics2/modeling_idefics2.py",
"repo_id": "transformers",
"token_count": 34628
} | 421 |
# coding=utf-8
# Copyright 2024 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 requi... | transformers/src/transformers/models/instructblipvideo/modular_instructblipvideo.py/0 | {
"file_path": "transformers/src/transformers/models/instructblipvideo/modular_instructblipvideo.py",
"repo_id": "transformers",
"token_count": 9396
} | 422 |
# coding=utf-8
# Copyright 2018 The Microsoft Research Asia LayoutLM 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/... | transformers/src/transformers/models/layoutlm/modeling_tf_layoutlm.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlm/modeling_tf_layoutlm.py",
"repo_id": "transformers",
"token_count": 31749
} | 423 |
# coding=utf-8
# Copyright 2022 Microsoft Research and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless... | transformers/src/transformers/models/layoutlmv3/modeling_tf_layoutlmv3.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv3/modeling_tf_layoutlmv3.py",
"repo_id": "transformers",
"token_count": 34281
} | 424 |
# 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/levit/convert_levit_timm_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/levit/convert_levit_timm_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2739
} | 425 |
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/src/transformers/models/llava/convert_llava_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/llava/convert_llava_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 3201
} | 426 |
# 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": 55386
} | 427 |
# 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": 28119
} | 428 |
# coding=utf-8
# Copyright 2024 state-spaces/mamba2 org 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/mamba2/modeling_mamba2.py/0 | {
"file_path": "transformers/src/transformers/models/mamba2/modeling_mamba2.py",
"repo_id": "transformers",
"token_count": 23515
} | 429 |
####################################################################################################
# Copyright (c) 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... | transformers/src/transformers/models/megatron_gpt2/convert_megatron_gpt2_checkpoint.py/0 | {
"file_path": "transformers/src/transformers/models/megatron_gpt2/convert_megatron_gpt2_checkpoint.py",
"repo_id": "transformers",
"token_count": 5503
} | 430 |
from typing import Callable, List, Optional, Tuple, Union
import torch
import torch.utils.checkpoint
from torch import nn
from ...cache_utils import Cache, SlidingWindowCache, StaticCache
from ...modeling_attn_mask_utils import AttentionMaskConverter
from ...modeling_flash_attention_utils import FlashAttentionKwargs
... | transformers/src/transformers/models/mistral/modular_mistral.py/0 | {
"file_path": "transformers/src/transformers/models/mistral/modular_mistral.py",
"repo_id": "transformers",
"token_count": 6955
} | 431 |
# coding=utf-8
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/src/transformers/models/mobilebert/configuration_mobilebert.py/0 | {
"file_path": "transformers/src/transformers/models/mobilebert/configuration_mobilebert.py",
"repo_id": "transformers",
"token_count": 3142
} | 432 |
# Copyright 2024 Answer.AI, LightOn, and contributors, 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/lice... | transformers/src/transformers/models/modernbert/modular_modernbert.py/0 | {
"file_path": "transformers/src/transformers/models/modernbert/modular_modernbert.py",
"repo_id": "transformers",
"token_count": 27797
} | 433 |
# 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": 3644
} | 434 |
# coding=utf-8
# Copyright 2024
#
# Licensed under the Apache License, Version 2.0 (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 in writin... | transformers/src/transformers/models/myt5/tokenization_myt5.py/0 | {
"file_path": "transformers/src/transformers/models/myt5/tokenization_myt5.py",
"repo_id": "transformers",
"token_count": 6831
} | 435 |
# 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/nougat/tokenization_nougat_fast.py/0 | {
"file_path": "transformers/src/transformers/models/nougat/tokenization_nougat_fast.py",
"repo_id": "transformers",
"token_count": 10294
} | 436 |
# 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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# 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 | {
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"repo_id": "transformers",
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# coding=utf-8
# Copyright 2024 Microsoft 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/phi3/configuration_phi3.py/0 | {
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"token_count": 4709
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# coding=utf-8
# Copyright 2024 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 require... | transformers/src/transformers/models/pixtral/convert_pixtral_weights_to_hf.py/0 | {
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# coding=utf-8
# Copyright 2023 Authors: Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan,
# Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao 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... | transformers/src/transformers/models/pvt/modeling_pvt.py/0 | {
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"token_count": 12236
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# coding=utf-8
# Copyright 2020, The RAG Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/rag/modeling_tf_rag.py/0 | {
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# coding=utf-8
# Copyright 2022 Microsoft Research, Inc. and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lice... | transformers/src/transformers/models/resnet/modeling_tf_resnet.py/0 | {
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"repo_id": "transformers",
"token_count": 10026
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# coding=utf-8
# Copyright 2022 WeChatAI 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/roc_bert/configuration_roc_bert.py/0 | {
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# 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/rt_detr/image_processing_rt_detr.py/0 | {
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# 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/sam/convert_sam_to_hf.py/0 | {
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# 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/seamless_m4t_v2/modeling_seamless_m4t_v2.py/0 | {
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# coding=utf-8
# Copyright 2025 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/siglip2/image_processing_siglip2.py/0 | {
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/speech_encoder_decoder/modeling_flax_speech_encoder_decoder.py/0 | {
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