text stringlengths 96 319k | id stringlengths 14 178 | metadata dict |
|---|---|---|
#define WARP_SIZE 32
#define FULL_MASK 0xffffffff
#define OPTIMAL_THREADS 256
__global__ void index_max_cuda_kernel(
float *index_vals, // [batch_size, 32, num_block]
int *indices, // [batch_size, num_block]
float *max_vals, // [batch_size, A_num_block * 32]
float *max_vals_scatter, //... | transformers/src/transformers/kernels/mra/cuda_kernel.h/0 | {
"file_path": "transformers/src/transformers/kernels/mra/cuda_kernel.h",
"repo_id": "transformers",
"token_count": 729
} |
import torch
import torch.nn as nn
from ..image_transforms import center_to_corners_format
from ..utils import is_scipy_available
from .loss_for_object_detection import (
HungarianMatcher,
ImageLoss,
_set_aux_loss,
generalized_box_iou,
sigmoid_focal_loss,
)
if is_scipy_available():
from scipy... | transformers/src/transformers/loss/loss_deformable_detr.py/0 | {
"file_path": "transformers/src/transformers/loss/loss_deformable_detr.py",
"repo_id": "transformers",
"token_count": 3043
} |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors, Facebook AI Research 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 L... | transformers/src/transformers/modeling_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_utils.py",
"repo_id": "transformers",
"token_count": 127749
} |
# coding=utf-8
# Copyright 2022 WenXiang ZhongzhiCheng LedellWu LiuGuang BoWenZhang and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | transformers/src/transformers/models/altclip/configuration_altclip.py/0 | {
"file_path": "transformers/src/transformers/models/altclip/configuration_altclip.py",
"repo_id": "transformers",
"token_count": 7354
} |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/auto/auto_factory.py/0 | {
"file_path": "transformers/src/transformers/models/auto/auto_factory.py",
"repo_id": "transformers",
"token_count": 17870
} |
# coding=utf-8
# Copyright 2020 Ecole Polytechnique 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
#
# Unles... | transformers/src/transformers/models/barthez/tokenization_barthez.py/0 | {
"file_path": "transformers/src/transformers/models/barthez/tokenization_barthez.py",
"repo_id": "transformers",
"token_count": 5091
} |
# 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/bert/convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bert/convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3033
} |
# 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/bit/configuration_bit.py/0 | {
"file_path": "transformers/src/transformers/models/bit/configuration_bit.py",
"repo_id": "transformers",
"token_count": 2362
} |
# coding=utf-8
# Copyright 2023-present NAVER Corp, 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
#
# ht... | transformers/src/transformers/models/bros/modeling_bros.py/0 | {
"file_path": "transformers/src/transformers/models/bros/modeling_bros.py",
"repo_id": "transformers",
"token_count": 25097
} |
# 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": 7787
} |
# 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/configuration_clipseg.py/0 | {
"file_path": "transformers/src/transformers/models/clipseg/configuration_clipseg.py",
"repo_id": "transformers",
"token_count": 7548
} |
# 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/configuration_codegen.py/0 | {
"file_path": "transformers/src/transformers/models/codegen/configuration_codegen.py",
"repo_id": "transformers",
"token_count": 3936
} |
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/colpali/modeling_colpali.py/0 | {
"file_path": "transformers/src/transformers/models/colpali/modeling_colpali.py",
"repo_id": "transformers",
"token_count": 5298
} |
# 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/dab_detr/convert_dab_detr_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/dab_detr/convert_dab_detr_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5154
} |
# coding=utf-8
# Copyright 2022 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/LICEN... | transformers/src/transformers/models/data2vec/modeling_data2vec_vision.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/modeling_data2vec_vision.py",
"repo_id": "transformers",
"token_count": 27191
} |
# 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_fast.py/0 | {
"file_path": "transformers/src/transformers/models/deberta_v2/tokenization_deberta_v2_fast.py",
"repo_id": "transformers",
"token_count": 4079
} |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/deprecated/efficientformer/convert_efficientformer_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/efficientformer/convert_efficientformer_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4066
} |
# coding=utf-8
# Copyright 2022 Microsoft, clefourrier 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/licens... | transformers/src/transformers/models/deprecated/graphormer/configuration_graphormer.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/graphormer/configuration_graphormer.py",
"repo_id": "transformers",
"token_count": 4097
} |
# coding=utf-8
# Copyright 2022 The REALM authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | transformers/src/transformers/models/deprecated/realm/configuration_realm.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/realm/configuration_realm.py",
"repo_id": "transformers",
"token_count": 2947
} |
# coding=utf-8
# Copyright 2022 Microsoft Research and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/models/deprecated/tapex/tokenization_tapex.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/tapex/tokenization_tapex.py",
"repo_id": "transformers",
"token_count": 29313
} |
# coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team, The Google AI Language Team and Facebook, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.or... | transformers/src/transformers/models/distilbert/configuration_distilbert.py/0 | {
"file_path": "transformers/src/transformers/models/distilbert/configuration_distilbert.py",
"repo_id": "transformers",
"token_count": 2284
} |
# 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 req... | transformers/src/transformers/models/emu3/image_processing_emu3.py/0 | {
"file_path": "transformers/src/transformers/models/emu3/image_processing_emu3.py",
"repo_id": "transformers",
"token_count": 11950
} |
# coding=utf-8
# Copyright 2022 Meta and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | transformers/src/transformers/models/esm/tokenization_esm.py/0 | {
"file_path": "transformers/src/transformers/models/esm/tokenization_esm.py",
"repo_id": "transformers",
"token_count": 2328
} |
# coding=utf-8
# Copyright 2019-present CNRS, Facebook Inc. and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | transformers/src/transformers/models/flaubert/configuration_flaubert.py/0 | {
"file_path": "transformers/src/transformers/models/flaubert/configuration_flaubert.py",
"repo_id": "transformers",
"token_count": 4413
} |
# coding=utf-8
# Copyright 2022 KAIST 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/glpn/configuration_glpn.py/0 | {
"file_path": "transformers/src/transformers/models/glpn/configuration_glpn.py",
"repo_id": "transformers",
"token_count": 2355
} |
# 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/gpt2/modeling_flax_gpt2.py/0 | {
"file_path": "transformers/src/transformers/models/gpt2/modeling_flax_gpt2.py",
"repo_id": "transformers",
"token_count": 14172
} |
# coding=utf-8
# Copyright 2024 EleutherAI and the HuggingFace Inc. team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# to G... | transformers/src/transformers/models/granite/configuration_granite.py/0 | {
"file_path": "transformers/src/transformers/models/granite/configuration_granite.py",
"repo_id": "transformers",
"token_count": 3461
} |
# coding=utf-8
# Copyright 2022 NVIDIA 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/LICENSE-2.0
#
# Un... | transformers/src/transformers/models/groupvit/modeling_tf_groupvit.py/0 | {
"file_path": "transformers/src/transformers/models/groupvit/modeling_tf_groupvit.py",
"repo_id": "transformers",
"token_count": 39610
} |
# 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
} |
# coding=utf-8
# Copyright 2021 The OpenAI Team Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/models/idefics/vision_tf.py/0 | {
"file_path": "transformers/src/transformers/models/idefics/vision_tf.py",
"repo_id": "transformers",
"token_count": 11478
} |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/ijepa/modular_ijepa.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/ijepa/modeling_ijepa.py/0 | {
"file_path": "transformers/src/transformers/models/ijepa/modeling_ijepa.py",
"repo_id": "transformers",
"token_count": 13749
} |
# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/models/instructblipvideo/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/instructblipvideo/__init__.py",
"repo_id": "transformers",
"token_count": 944
} |
# coding=utf-8
# Copyright 2023 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/kosmos2/modeling_kosmos2.py/0 | {
"file_path": "transformers/src/transformers/models/kosmos2/modeling_kosmos2.py",
"repo_id": "transformers",
"token_count": 42525
} |
# coding=utf-8
# Copyright 2021 Iz Beltagy, Matthew E. Peters, Arman Cohan 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://w... | transformers/src/transformers/models/led/modeling_tf_led.py/0 | {
"file_path": "transformers/src/transformers/models/led/modeling_tf_led.py",
"repo_id": "transformers",
"token_count": 55151
} |
# 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/llava_next/processing_llava_next.py/0 | {
"file_path": "transformers/src/transformers/models/llava_next/processing_llava_next.py",
"repo_id": "transformers",
"token_count": 4507
} |
# coding=utf-8
# Copyright Studio Ousia 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 b... | transformers/src/transformers/models/luke/modeling_luke.py/0 | {
"file_path": "transformers/src/transformers/models/luke/modeling_luke.py",
"repo_id": "transformers",
"token_count": 43050
} |
# coding=utf-8
# Copyright 2024 state-spaces/mamba 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
#
# Unless... | transformers/src/transformers/models/mamba/convert_mamba_ssm_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/mamba/convert_mamba_ssm_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2383
} |
# 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/markuplm/feature_extraction_markuplm.py/0 | {
"file_path": "transformers/src/transformers/models/markuplm/feature_extraction_markuplm.py",
"repo_id": "transformers",
"token_count": 2759
} |
# coding=utf-8
# Copyright 2023 Mistral 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... | transformers/src/transformers/models/mistral/configuration_mistral.py/0 | {
"file_path": "transformers/src/transformers/models/mistral/configuration_mistral.py",
"repo_id": "transformers",
"token_count": 2933
} |
# 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/mllama/processing_mllama.py/0 | {
"file_path": "transformers/src/transformers/models/mllama/processing_mllama.py",
"repo_id": "transformers",
"token_count": 6522
} |
# 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_v1/modeling_mobilenet_v1.py/0 | {
"file_path": "transformers/src/transformers/models/mobilenet_v1/modeling_mobilenet_v1.py",
"repo_id": "transformers",
"token_count": 8115
} |
# 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/mobilevitv2/convert_mlcvnets_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/mobilevitv2/convert_mlcvnets_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5933
} |
# 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/configuration_mpnet.py/0 | {
"file_path": "transformers/src/transformers/models/mpnet/configuration_mpnet.py",
"repo_id": "transformers",
"token_count": 1928
} |
# coding=utf-8
# Copyright 2020 Mesh TensorFlow authors, T5 Authors and HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2... | transformers/src/transformers/models/mt5/modeling_tf_mt5.py/0 | {
"file_path": "transformers/src/transformers/models/mt5/modeling_tf_mt5.py",
"repo_id": "transformers",
"token_count": 1132
} |
# coding=utf-8
# Copyright 2023 NllbMoe Authors and HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/src/transformers/models/nllb_moe/modeling_nllb_moe.py/0 | {
"file_path": "transformers/src/transformers/models/nllb_moe/modeling_nllb_moe.py",
"repo_id": "transformers",
"token_count": 37245
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/olmo2/modular_olmo2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/olmo2/configuration_olmo2.py/0 | {
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"token_count": 3862
} |
# 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/image_processing_oneformer.py/0 | {
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"repo_id": "transformers",
"token_count": 26646
} |
# 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/paligemma/convert_paligemma_weights_to_hf.py/0 | {
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# coding=utf-8
# Copyright 2020 Google 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 by... | transformers/src/transformers/models/pegasus/tokenization_pegasus_fast.py/0 | {
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"repo_id": "transformers",
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# coding=utf-8
# Copyright 2023 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/phi/configuration_phi.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/pix2struct/image_processing_pix2struct.py/0 | {
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"repo_id": "transformers",
"token_count": 8177
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# coding=utf-8
# Copyright 2022 Sea AI 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-... | transformers/src/transformers/models/poolformer/configuration_poolformer.py/0 | {
"file_path": "transformers/src/transformers/models/poolformer/configuration_poolformer.py",
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"token_count": 2171
} |
# coding=utf-8
# Copyright 2020 The Trax Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at... | transformers/src/transformers/models/reformer/modeling_reformer.py/0 | {
"file_path": "transformers/src/transformers/models/reformer/modeling_reformer.py",
"repo_id": "transformers",
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# coding=utf-8
# Copyright 2018 Google AI, Google Brain and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | transformers/src/transformers/models/rembert/tokenization_rembert_fast.py/0 | {
"file_path": "transformers/src/transformers/models/rembert/tokenization_rembert_fast.py",
"repo_id": "transformers",
"token_count": 4092
} |
# coding=utf-8
# Copyright 2022 The Google AI Language Team Authors and The HuggingFace Inc. team.
# All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.ap... | transformers/src/transformers/models/roberta_prelayernorm/configuration_roberta_prelayernorm.py/0 | {
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"repo_id": "transformers",
"token_count": 2923
} |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/roformer/tokenization_roformer_fast.py/0 | {
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"repo_id": "transformers",
"token_count": 2771
} |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/seamless_m4t/processing_seamless_m4t.py/0 | {
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} |
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/seggpt/convert_seggpt_to_hf.py/0 | {
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} |
# coding=utf-8
# Copyright 2024 Google AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | transformers/src/transformers/models/siglip/modeling_siglip.py/0 | {
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# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/speech_to_text/tokenization_speech_to_text.py/0 | {
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"repo_id": "transformers",
"token_count": 5009
} |
# 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/tapas/convert_tapas_original_tf_checkpoint_to_pytorch.py/0 | {
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} |
# coding=utf-8
# Copyright 2023 The Intel AIA Team Authors, and HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License=, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lice... | transformers/src/transformers/models/tvp/processing_tvp.py/0 | {
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"token_count": 2838
} |
# coding=utf-8
# Copyright 2024 Microsoft Research & University of Wisconsin-Madison and the HuggingFace Inc. team. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | transformers/src/transformers/models/video_llava/configuration_video_llava.py/0 | {
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# coding=utf-8
# Copyright 2022 NAVER AI 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/LICENS... | transformers/src/transformers/models/vilt/modeling_vilt.py/0 | {
"file_path": "transformers/src/transformers/models/vilt/modeling_vilt.py",
"repo_id": "transformers",
"token_count": 27577
} |
# 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/vision_text_dual_encoder/processing_vision_text_dual_encoder.py/0 | {
"file_path": "transformers/src/transformers/models/vision_text_dual_encoder/processing_vision_text_dual_encoder.py",
"repo_id": "transformers",
"token_count": 2641
} |
# coding=utf-8
# Copyright 2022 Facebook 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-... | transformers/src/transformers/models/vit_mae/configuration_vit_mae.py/0 | {
"file_path": "transformers/src/transformers/models/vit_mae/configuration_vit_mae.py",
"repo_id": "transformers",
"token_count": 2418
} |
# 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/wav2vec2_bert/processing_wav2vec2_bert.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2_bert/processing_wav2vec2_bert.py",
"repo_id": "transformers",
"token_count": 3092
} |
#!/usr/bin/env python
"""Converts a Whisper model in OpenAI format to Hugging Face format."""
# Copyright 2022 The HuggingFace Inc. team and the OpenAI 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 ... | transformers/src/transformers/models/whisper/convert_openai_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/whisper/convert_openai_to_hf.py",
"repo_id": "transformers",
"token_count": 6441
} |
# coding=utf-8
# Copyright 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 requir... | transformers/src/transformers/models/xglm/configuration_xglm.py/0 | {
"file_path": "transformers/src/transformers/models/xglm/configuration_xglm.py",
"repo_id": "transformers",
"token_count": 2263
} |
# coding=utf-8
# Copyright 2019 Facebook AI Research and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the Licens... | transformers/src/transformers/models/xlm_roberta/modeling_tf_xlm_roberta.py/0 | {
"file_path": "transformers/src/transformers/models/xlm_roberta/modeling_tf_xlm_roberta.py",
"repo_id": "transformers",
"token_count": 35211
} |
# Copyright 2019 The TensorFlow Authors, The Hugging Face 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
#
# Unl... | transformers/src/transformers/optimization_tf.py/0 | {
"file_path": "transformers/src/transformers/optimization_tf.py",
"repo_id": "transformers",
"token_count": 6957
} |
from collections import defaultdict
from typing import Optional
from ..image_utils import load_image
from ..utils import (
add_end_docstrings,
is_torch_available,
logging,
requires_backends,
)
from .base import ChunkPipeline, build_pipeline_init_args
if is_torch_available():
import torch
fro... | transformers/src/transformers/pipelines/mask_generation.py/0 | {
"file_path": "transformers/src/transformers/pipelines/mask_generation.py",
"repo_id": "transformers",
"token_count": 5667
} |
# 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/processing_utils.py/0 | {
"file_path": "transformers/src/transformers/processing_utils.py",
"repo_id": "transformers",
"token_count": 25834
} |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/src/transformers/quantizers/quantizer_quanto.py/0 | {
"file_path": "transformers/src/transformers/quantizers/quantizer_quanto.py",
"repo_id": "transformers",
"token_count": 3384
} |
# coding=utf-8
# Copyright 2020-present the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ap... | transformers/src/transformers/trainer_pt_utils.py/0 | {
"file_path": "transformers/src/transformers/trainer_pt_utils.py",
"repo_id": "transformers",
"token_count": 24461
} |
# 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/utils/hub.py/0 | {
"file_path": "transformers/src/transformers/utils/hub.py",
"repo_id": "transformers",
"token_count": 23530
} |
**TEMPLATE**
=====================================
*search & replace the following keywords, e.g.:*
`:%s/\[name of model\]/brand_new_bert/g`
-[lowercase name of model] # e.g. brand_new_bert
-[camelcase name of model] # e.g. BrandNewBert
-[name of mentor] # e.g. [Peter](https://github.com/peter)
-[link to origin... | transformers/templates/adding_a_new_model/ADD_NEW_MODEL_PROPOSAL_TEMPLATE.md/0 | {
"file_path": "transformers/templates/adding_a_new_model/ADD_NEW_MODEL_PROPOSAL_TEMPLATE.md",
"repo_id": "transformers",
"token_count": 14136
} |
# coding=utf-8
# Copyright 2024 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/agents/test_tools_common.py/0 | {
"file_path": "transformers/tests/agents/test_tools_common.py",
"repo_id": "transformers",
"token_count": 2438
} |
# coding=utf-8
# Copyright 2023 The HuggingFace Team Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/tests/generation/test_streamers.py/0 | {
"file_path": "transformers/tests/generation/test_streamers.py",
"repo_id": "transformers",
"token_count": 3222
} |
# 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/tests/models/auto/test_tokenization_auto.py/0 | {
"file_path": "transformers/tests/models/auto/test_tokenization_auto.py",
"repo_id": "transformers",
"token_count": 10205
} |
# coding=utf-8
# Copyright 2021 HuggingFace Inc. team.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | transformers/tests/models/bartpho/test_tokenization_bartpho.py/0 | {
"file_path": "transformers/tests/models/bartpho/test_tokenization_bartpho.py",
"repo_id": "transformers",
"token_count": 1082
} |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/blenderbot/test_modeling_tf_blenderbot.py/0 | {
"file_path": "transformers/tests/models/blenderbot/test_modeling_tf_blenderbot.py",
"repo_id": "transformers",
"token_count": 3908
} |
# 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/tests/models/blip_2/test_processor_blip_2.py/0 | {
"file_path": "transformers/tests/models/blip_2/test_processor_blip_2.py",
"repo_id": "transformers",
"token_count": 2004
} |
# coding=utf-8
# Copyright 2018 HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | transformers/tests/models/camembert/test_tokenization_camembert.py/0 | {
"file_path": "transformers/tests/models/camembert/test_tokenization_camembert.py",
"repo_id": "transformers",
"token_count": 5767
} |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/convbert/test_modeling_convbert.py/0 | {
"file_path": "transformers/tests/models/convbert/test_modeling_convbert.py",
"repo_id": "transformers",
"token_count": 9502
} |
# 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/tests/models/ctrl/test_modeling_tf_ctrl.py/0 | {
"file_path": "transformers/tests/models/ctrl/test_modeling_tf_ctrl.py",
"repo_id": "transformers",
"token_count": 4940
} |
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/dbrx/test_modeling_dbrx.py/0 | {
"file_path": "transformers/tests/models/dbrx/test_modeling_dbrx.py",
"repo_id": "transformers",
"token_count": 6972
} |
# 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
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# coding=utf-8
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#
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# coding=utf-8
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#
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# you may 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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# coding=utf-8
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#
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# you may 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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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# coding=utf-8
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#
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# Copyright 2023 The HuggingFace Team. All rights reserved.
#
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# http://www.apache.org/licenses/LICENSE-2.0
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# coding=utf-8
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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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# coding=utf-8
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#
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# coding=utf-8
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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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
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# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
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