text stringlengths 7 1.24M | id stringlengths 14 166 | metadata dict | __index_level_0__ int64 0 519 |
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# Copyright (c) Microsoft Corporation and HuggingFace
# Licensed under the MIT License.
import cython
cimport numpy
from cython.parallel cimport parallel, prange
import numpy as np
# Reduce this number if matrices are too big for large graphs
UNREACHABLE_NODE_DISTANCE = 510
def floyd_warshall(adjacency_matrix):
... | transformers/src/transformers/models/deprecated/graphormer/algos_graphormer.pyx/0 | {
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"token_count": 1752
} | 351 |
# 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/deprecated/mega/convert_mega_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/mega/convert_mega_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4994
} | 352 |
# coding=utf-8
# Copyright 2023 MURGe-Lab 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/deprecated/tvlt/configuration_tvlt.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/tvlt/configuration_tvlt.py",
"repo_id": "transformers",
"token_count": 3368
} | 353 |
# 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_dinov2_depth_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/dpt/convert_dinov2_depth_to_hf.py",
"repo_id": "transformers",
"token_count": 7345
} | 354 |
# coding=utf-8
# Copyright 2022 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | transformers/src/transformers/models/ernie/configuration_ernie.py/0 | {
"file_path": "transformers/src/transformers/models/ernie/configuration_ernie.py",
"repo_id": "transformers",
"token_count": 2935
} | 355 |
# Copyright 2021 AlQuraishi Laboratory
# Copyright 2021 DeepMind Technologies Limited
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | transformers/src/transformers/models/esm/openfold_utils/tensor_utils.py/0 | {
"file_path": "transformers/src/transformers/models/esm/openfold_utils/tensor_utils.py",
"repo_id": "transformers",
"token_count": 1930
} | 356 |
# 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/flaubert/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/flaubert/__init__.py",
"repo_id": "transformers",
"token_count": 1282
} | 357 |
# coding=utf-8
# Copyright 2021 Google Research and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICE... | transformers/src/transformers/models/fnet/modeling_fnet.py/0 | {
"file_path": "transformers/src/transformers/models/fnet/modeling_fnet.py",
"repo_id": "transformers",
"token_count": 20428
} | 358 |
# coding=utf-8
# Copyright 2020-present Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.a... | transformers/src/transformers/models/funnel/modeling_tf_funnel.py/0 | {
"file_path": "transformers/src/transformers/models/funnel/modeling_tf_funnel.py",
"repo_id": "transformers",
"token_count": 35085
} | 359 |
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/gemma/tokenization_gemma_fast.py/0 | {
"file_path": "transformers/src/transformers/models/gemma/tokenization_gemma_fast.py",
"repo_id": "transformers",
"token_count": 3337
} | 360 |
# 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/modeling_glpn.py/0 | {
"file_path": "transformers/src/transformers/models/glpn/modeling_glpn.py",
"repo_id": "transformers",
"token_count": 13171
} | 361 |
# 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": 39571
} | 362 |
# 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/image_processing_idefics2.py/0 | {
"file_path": "transformers/src/transformers/models/idefics2/image_processing_idefics2.py",
"repo_id": "transformers",
"token_count": 11662
} | 363 |
import argparse
from fairseq.checkpoint_utils import load_checkpoint_to_cpu
from transformers import Kosmos2Config, Kosmos2ForConditionalGeneration
KEYS_TO_MODIFY_MAPPING = {
"gpt_model.decoder.output_projection": "text_model.lm_head",
"gpt_model.decoder": "text_model.model",
"img_connector": "image_to_... | transformers/src/transformers/models/kosmos2/convert_kosmos2_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/kosmos2/convert_kosmos2_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1082
} | 364 |
# 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/layoutlmv2/tokenization_layoutlmv2_fast.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv2/tokenization_layoutlmv2_fast.py",
"repo_id": "transformers",
"token_count": 17324
} | 365 |
# 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_led.py/0 | {
"file_path": "transformers/src/transformers/models/led/modeling_led.py",
"repo_id": "transformers",
"token_count": 59398
} | 366 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from <path_to_diff_file.py>.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# the file from the diff. If an... | transformers/src/transformers/models/llava_next_video/configuration_llava_next_video.py/0 | {
"file_path": "transformers/src/transformers/models/llava_next_video/configuration_llava_next_video.py",
"repo_id": "transformers",
"token_count": 3194
} | 367 |
# Copyright 2021 The Fairseq Authors and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | transformers/src/transformers/models/m2m_100/convert_m2m100_original_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/m2m_100/convert_m2m100_original_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1220
} | 368 |
# coding=utf-8
# Copyright 2022 Meta Platforms, Inc.and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/... | transformers/src/transformers/models/maskformer/configuration_maskformer.py/0 | {
"file_path": "transformers/src/transformers/models/maskformer/configuration_maskformer.py",
"repo_id": "transformers",
"token_count": 4081
} | 369 |
# 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/mbart/tokenization_mbart_fast.py/0 | {
"file_path": "transformers/src/transformers/models/mbart/tokenization_mbart_fast.py",
"repo_id": "transformers",
"token_count": 4745
} | 370 |
# MIT License
#
# Copyright (c) 2020 The Google AI Language Team Authors, The HuggingFace Inc. team and github/lonePatient
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restricti... | transformers/src/transformers/models/mobilebert/modeling_mobilebert.py/0 | {
"file_path": "transformers/src/transformers/models/mobilebert/modeling_mobilebert.py",
"repo_id": "transformers",
"token_count": 29596
} | 371 |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team, Microsoft Corporation.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License ... | transformers/src/transformers/models/mpnet/tokenization_mpnet_fast.py/0 | {
"file_path": "transformers/src/transformers/models/mpnet/tokenization_mpnet_fast.py",
"repo_id": "transformers",
"token_count": 3633
} | 372 |
# coding=utf-8
# Copyright 2022 UW-Madison 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/nystromformer/modeling_nystromformer.py/0 | {
"file_path": "transformers/src/transformers/models/nystromformer/modeling_nystromformer.py",
"repo_id": "transformers",
"token_count": 20569
} | 373 |
# coding=utf-8
# Copyright 2018 The Open AI Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | transformers/src/transformers/models/openai/tokenization_openai.py/0 | {
"file_path": "transformers/src/transformers/models/openai/tokenization_openai.py",
"repo_id": "transformers",
"token_count": 6841
} | 374 |
# 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/owlvit/convert_owlvit_original_flax_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/owlvit/convert_owlvit_original_flax_to_hf.py",
"repo_id": "transformers",
"token_count": 6095
} | 375 |
# 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/pegasus/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/pegasus/__init__.py",
"repo_id": "transformers",
"token_count": 1516
} | 376 |
# coding=utf-8
# Copyright 2021 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/modeling_perceiver.py/0 | {
"file_path": "transformers/src/transformers/models/perceiver/modeling_perceiver.py",
"repo_id": "transformers",
"token_count": 63715
} | 377 |
# 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/configuration_pix2struct.py/0 | {
"file_path": "transformers/src/transformers/models/pix2struct/configuration_pix2struct.py",
"repo_id": "transformers",
"token_count": 6553
} | 378 |
# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/models/pop2piano/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/pop2piano/__init__.py",
"repo_id": "transformers",
"token_count": 1408
} | 379 |
# 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 | {
"file_path": "transformers/src/transformers/models/pvt/modeling_pvt.py",
"repo_id": "transformers",
"token_count": 12174
} | 380 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/roformer/modeling_roformer.py/0 | {
"file_path": "transformers/src/transformers/models/roformer/modeling_roformer.py",
"repo_id": "transformers",
"token_count": 29844
} | 381 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/speech_encoder_decoder/convert_mbart_wav2vec2_seq2seq_original_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/speech_encoder_decoder/convert_mbart_wav2vec2_seq2seq_original_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6577
} | 382 |
# 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/speecht5/feature_extraction_speecht5.py/0 | {
"file_path": "transformers/src/transformers/models/speecht5/feature_extraction_speecht5.py",
"repo_id": "transformers",
"token_count": 7605
} | 383 |
import argparse
import json
import os
import tensorstore as ts
import torch
from flax import serialization
from flax.traverse_util import flatten_dict, unflatten_dict
from tensorflow.io import gfile
from transformers.modeling_utils import dtype_byte_size
from transformers.models.switch_transformers.convert_switch_tra... | transformers/src/transformers/models/switch_transformers/convert_big_switch.py/0 | {
"file_path": "transformers/src/transformers/models/switch_transformers/convert_big_switch.py",
"repo_id": "transformers",
"token_count": 3234
} | 384 |
# 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/table_transformer/convert_table_transformer_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/table_transformer/convert_table_transformer_to_hf.py",
"repo_id": "transformers",
"token_count": 6591
} | 385 |
# coding=utf-8
# Copyright 2024 Microsoft Research 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 req... | transformers/src/transformers/models/udop/modeling_udop.py/0 | {
"file_path": "transformers/src/transformers/models/udop/modeling_udop.py",
"repo_id": "transformers",
"token_count": 40498
} | 386 |
# 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/video_llava/processing_video_llava.py/0 | {
"file_path": "transformers/src/transformers/models/video_llava/processing_video_llava.py",
"repo_id": "transformers",
"token_count": 4443
} | 387 |
# 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/vipllava/convert_vipllava_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/vipllava/convert_vipllava_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 1889
} | 388 |
# coding=utf-8
# Copyright 2021 The UCLA NLP Authors and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses... | transformers/src/transformers/models/visual_bert/modeling_visual_bert.py/0 | {
"file_path": "transformers/src/transformers/models/visual_bert/modeling_visual_bert.py",
"repo_id": "transformers",
"token_count": 29133
} | 389 |
# coding=utf-8
# Copyright 2023 The Kakao Enterprise Authors, the MMS-TTS 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
#
# h... | transformers/src/transformers/models/vits/tokenization_vits.py/0 | {
"file_path": "transformers/src/transformers/models/vits/tokenization_vits.py",
"repo_id": "transformers",
"token_count": 3967
} | 390 |
# 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/x_clip/convert_x_clip_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/x_clip/convert_x_clip_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 8829
} | 391 |
# coding=utf-8
# Copyright 2019 The Open AI Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | transformers/src/transformers/models/xlm/tokenization_xlm.py/0 | {
"file_path": "transformers/src/transformers/models/xlm/tokenization_xlm.py",
"repo_id": "transformers",
"token_count": 11004
} | 392 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Lice... | transformers/src/transformers/models/xlnet/modeling_xlnet.py/0 | {
"file_path": "transformers/src/transformers/models/xlnet/modeling_xlnet.py",
"repo_id": "transformers",
"token_count": 41724
} | 393 |
# Copyright 2023 The HuggingFace Team. All rights reserved.
import datetime
import platform
import subprocess
from typing import Optional, Tuple, Union
import numpy as np
def ffmpeg_read(bpayload: bytes, sampling_rate: int) -> np.array:
"""
Helper function to read an audio file through ffmpeg.
"""
ar... | transformers/src/transformers/pipelines/audio_utils.py/0 | {
"file_path": "transformers/src/transformers/pipelines/audio_utils.py",
"repo_id": "transformers",
"token_count": 4572
} | 394 |
import collections
import types
import numpy as np
from ..utils import (
add_end_docstrings,
is_tf_available,
is_torch_available,
requires_backends,
)
from .base import ArgumentHandler, Dataset, Pipeline, PipelineException, build_pipeline_init_args
if is_torch_available():
import torch
from... | transformers/src/transformers/pipelines/table_question_answering.py/0 | {
"file_path": "transformers/src/transformers/pipelines/table_question_answering.py",
"repo_id": "transformers",
"token_count": 9176
} | 395 |
# 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/base.py/0 | {
"file_path": "transformers/src/transformers/quantizers/base.py",
"repo_id": "transformers",
"token_count": 3620
} | 396 |
# 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/testing_utils.py/0 | {
"file_path": "transformers/src/transformers/testing_utils.py",
"repo_id": "transformers",
"token_count": 34057
} | 397 |
# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/utils/bitsandbytes.py/0 | {
"file_path": "transformers/src/transformers/utils/bitsandbytes.py",
"repo_id": "transformers",
"token_count": 303
} | 398 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class AlbertTokenizerFast(metaclass=DummyObject):
_backends = ["tokenizers"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["tokenizers"])
class BartTokenize... | transformers/src/transformers/utils/dummy_tokenizers_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_tokenizers_objects.py",
"repo_id": "transformers",
"token_count": 4439
} | 399 |
# 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_final_answer.py/0 | {
"file_path": "transformers/tests/agents/test_final_answer.py",
"repo_id": "transformers",
"token_count": 935
} | 400 |
{
"feature_extractor_type": "ViTFeatureExtractor",
"size": 30
}
| transformers/tests/deepspeed/vit_feature_extractor.json/0 | {
"file_path": "transformers/tests/deepspeed/vit_feature_extractor.json",
"repo_id": "transformers",
"token_count": 32
} | 401 |
# coding=utf-8
# Copyright 2022 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_configuration_utils.py/0 | {
"file_path": "transformers/tests/generation/test_configuration_utils.py",
"repo_id": "transformers",
"token_count": 6248
} | 402 |
# 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/tests/models/auto/test_processor_auto.py/0 | {
"file_path": "transformers/tests/models/auto/test_processor_auto.py",
"repo_id": "transformers",
"token_count": 9884
} | 403 |
# coding=utf-8
# Copyright 2018 Salesforce 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 required by a... | transformers/tests/models/bertweet/test_tokenization_bertweet.py/0 | {
"file_path": "transformers/tests/models/bertweet/test_tokenization_bertweet.py",
"repo_id": "transformers",
"token_count": 1145
} | 404 |
#!/usr/bin/env python3
# coding=utf-8
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENS... | transformers/tests/models/blenderbot/test_tokenization_blenderbot.py/0 | {
"file_path": "transformers/tests/models/blenderbot/test_tokenization_blenderbot.py",
"repo_id": "transformers",
"token_count": 1383
} | 405 |
import inspect
import tempfile
import unittest
import numpy as np
import transformers
from transformers import CLIPConfig, CLIPTextConfig, CLIPVisionConfig, is_flax_available, is_torch_available
from transformers.testing_utils import is_pt_flax_cross_test, require_flax, slow
from ...test_modeling_flax_common import ... | transformers/tests/models/clip/test_modeling_flax_clip.py/0 | {
"file_path": "transformers/tests/models/clip/test_modeling_flax_clip.py",
"repo_id": "transformers",
"token_count": 11160
} | 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/tests/models/decision_transformer/test_modeling_decision_transformer.py/0 | {
"file_path": "transformers/tests/models/decision_transformer/test_modeling_decision_transformer.py",
"repo_id": "transformers",
"token_count": 4149
} | 407 |
# 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/tests/models/dinov2/test_modeling_dinov2.py/0 | {
"file_path": "transformers/tests/models/dinov2/test_modeling_dinov2.py",
"repo_id": "transformers",
"token_count": 5029
} | 408 |
# coding=utf-8
# Copyright 2020 Huggingface
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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/tests/models/dpr/test_tokenization_dpr.py/0 | {
"file_path": "transformers/tests/models/dpr/test_tokenization_dpr.py",
"repo_id": "transformers",
"token_count": 1358
} | 409 |
# 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/tests/models/encodec/test_modeling_encodec.py/0 | {
"file_path": "transformers/tests/models/encodec/test_modeling_encodec.py",
"repo_id": "transformers",
"token_count": 11793
} | 410 |
# 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/gemma2/test_modeling_gemma2.py/0 | {
"file_path": "transformers/tests/models/gemma2/test_modeling_gemma2.py",
"repo_id": "transformers",
"token_count": 3517
} | 411 |
# coding=utf-8
# Copyright 2021 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/models/idefics/test_image_processing_idefics.py/0 | {
"file_path": "transformers/tests/models/idefics/test_image_processing_idefics.py",
"repo_id": "transformers",
"token_count": 3290
} | 412 |
# 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/layoutlmv2/test_modeling_layoutlmv2.py/0 | {
"file_path": "transformers/tests/models/layoutlmv2/test_modeling_layoutlmv2.py",
"repo_id": "transformers",
"token_count": 11384
} | 413 |
# coding=utf-8
# Copyright 2018 LXMERT Authors, The Hugging Face 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/tests/models/lxmert/test_tokenization_lxmert.py/0 | {
"file_path": "transformers/tests/models/lxmert/test_tokenization_lxmert.py",
"repo_id": "transformers",
"token_count": 1330
} | 414 |
# coding=utf-8
# Copyright 2023 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/models/owlv2/test_image_processing_owlv2.py/0 | {
"file_path": "transformers/tests/models/owlv2/test_image_processing_owlv2.py",
"repo_id": "transformers",
"token_count": 2717
} | 415 |
# 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/tests/models/pix2struct/test_modeling_pix2struct.py/0 | {
"file_path": "transformers/tests/models/pix2struct/test_modeling_pix2struct.py",
"repo_id": "transformers",
"token_count": 15471
} | 416 |
# 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/rembert/test_modeling_tf_rembert.py/0 | {
"file_path": "transformers/tests/models/rembert/test_modeling_tf_rembert.py",
"repo_id": "transformers",
"token_count": 12938
} | 417 |
# 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/tests/models/roc_bert/test_modeling_roc_bert.py/0 | {
"file_path": "transformers/tests/models/roc_bert/test_modeling_roc_bert.py",
"repo_id": "transformers",
"token_count": 13539
} | 418 |
# 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/sam/test_processor_sam.py/0 | {
"file_path": "transformers/tests/models/sam/test_processor_sam.py",
"repo_id": "transformers",
"token_count": 4944
} | 419 |
# 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/sew/test_modeling_sew.py/0 | {
"file_path": "transformers/tests/models/sew/test_modeling_sew.py",
"repo_id": "transformers",
"token_count": 10310
} | 420 |
# 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/tests/models/superpoint/test_modeling_superpoint.py/0 | {
"file_path": "transformers/tests/models/superpoint/test_modeling_superpoint.py",
"repo_id": "transformers",
"token_count": 5315
} | 421 |
# coding=utf-8
# Copyright 2018 Google 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-2.0
#
# Unless requ... | transformers/tests/models/t5/test_modeling_t5.py/0 | {
"file_path": "transformers/tests/models/t5/test_modeling_t5.py",
"repo_id": "transformers",
"token_count": 34389
} | 422 |
# 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/trocr/test_modeling_trocr.py/0 | {
"file_path": "transformers/tests/models/trocr/test_modeling_trocr.py",
"repo_id": "transformers",
"token_count": 3182
} | 423 |
# 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/univnet/test_modeling_univnet.py/0 | {
"file_path": "transformers/tests/models/univnet/test_modeling_univnet.py",
"repo_id": "transformers",
"token_count": 5763
} | 424 |
# 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... | transformers/tests/models/vision_encoder_decoder/test_modeling_flax_vision_encoder_decoder.py/0 | {
"file_path": "transformers/tests/models/vision_encoder_decoder/test_modeling_flax_vision_encoder_decoder.py",
"repo_id": "transformers",
"token_count": 9445
} | 425 |
# 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/tests/models/vit_mae/test_modeling_tf_vit_mae.py/0 | {
"file_path": "transformers/tests/models/vit_mae/test_modeling_tf_vit_mae.py",
"repo_id": "transformers",
"token_count": 8552
} | 426 |
# coding=utf-8
# Copyright 2021 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/models/wav2vec2/test_feature_extraction_wav2vec2.py/0 | {
"file_path": "transformers/tests/models/wav2vec2/test_feature_extraction_wav2vec2.py",
"repo_id": "transformers",
"token_count": 4355
} | 427 |
# 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/wavlm/test_modeling_wavlm.py/0 | {
"file_path": "transformers/tests/models/wavlm/test_modeling_wavlm.py",
"repo_id": "transformers",
"token_count": 11106
} | 428 |
# 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/xlm/test_modeling_tf_xlm.py/0 | {
"file_path": "transformers/tests/models/xlm/test_modeling_tf_xlm.py",
"repo_id": "transformers",
"token_count": 6409
} | 429 |
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/pipelines/test_pipelines_depth_estimation.py/0 | {
"file_path": "transformers/tests/pipelines/test_pipelines_depth_estimation.py",
"repo_id": "transformers",
"token_count": 1818
} | 430 |
# 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/tests/pipelines/test_pipelines_text_generation.py/0 | {
"file_path": "transformers/tests/pipelines/test_pipelines_text_generation.py",
"repo_id": "transformers",
"token_count": 10128
} | 431 |
# coding=utf-8
# Copyright 2022 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/quantization/bnb/test_4bit.py/0 | {
"file_path": "transformers/tests/quantization/bnb/test_4bit.py",
"repo_id": "transformers",
"token_count": 11437
} | 432 |
# 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/repo_utils/test_check_docstrings.py/0 | {
"file_path": "transformers/tests/repo_utils/test_check_docstrings.py",
"repo_id": "transformers",
"token_count": 1935
} | 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/tests/test_backbone_common.py/0 | {
"file_path": "transformers/tests/test_backbone_common.py",
"repo_id": "transformers",
"token_count": 4375
} | 434 |
# 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/tests/trainer/test_data_collator.py/0 | {
"file_path": "transformers/tests/trainer/test_data_collator.py",
"repo_id": "transformers",
"token_count": 47603
} | 435 |
# coding=utf-8
# Copyright 2019 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/utils/test_configuration_utils.py/0 | {
"file_path": "transformers/tests/utils/test_configuration_utils.py",
"repo_id": "transformers",
"token_count": 6485
} | 436 |
# 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/utils/test_modeling_rope_utils.py/0 | {
"file_path": "transformers/tests/utils/test_modeling_rope_utils.py",
"repo_id": "transformers",
"token_count": 10745
} | 437 |
# 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/utils/check_doctest_list.py/0 | {
"file_path": "transformers/utils/check_doctest_list.py",
"repo_id": "transformers",
"token_count": 1180
} | 438 |
import argparse
import math
import traceback
import dateutil.parser as date_parser
import requests
def extract_time_from_single_job(job):
"""Extract time info from a single job in a GitHub Actions workflow run"""
job_info = {}
start = job["started_at"]
end = job["completed_at"]
start_datetime ... | transformers/utils/get_github_job_time.py/0 | {
"file_path": "transformers/utils/get_github_job_time.py",
"repo_id": "transformers",
"token_count": 835
} | 439 |
# 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/utils/update_tiny_models.py/0 | {
"file_path": "transformers/utils/update_tiny_models.py",
"repo_id": "transformers",
"token_count": 3071
} | 440 |
.PHONY: test precommit benchmark_core benchmark_aux common_tests slow_tests test_examples tests_gpu
check_dirs := examples tests trl
ACCELERATE_CONFIG_PATH = `pwd`/examples/accelerate_configs
COMMAND_FILES_PATH = `pwd`/commands
dev:
[ -L "$(pwd)/trl/commands/scripts" ] && unlink "$(pwd)/trl/commands/scripts" || tr... | trl/Makefile/0 | {
"file_path": "trl/Makefile",
"repo_id": "trl",
"token_count": 568
} | 441 |
#!/bin/bash
# This script runs an SFT example end-to-end on a tiny model using different possible configurations
# but defaults to QLoRA + PEFT
OUTPUT_DIR="test_sft/"
MODEL_NAME="trl-internal-testing/tiny-random-LlamaForCausalLM"
DATASET_NAME="imdb"
MAX_STEPS=5
BATCH_SIZE=2
SEQ_LEN=128
# Handle extra arguments in cas... | trl/commands/run_sft.sh/0 | {
"file_path": "trl/commands/run_sft.sh",
"repo_id": "trl",
"token_count": 636
} | 442 |
<div style="text-align: center">
<img src="https://huggingface.co/datasets/trl-internal-testing/example-images/resolve/main/images/trl_banner_dark.png">
</div>
# TRL - Transformer Reinforcement Learning
TRL is a full stack library where we provide a set of tools to train transformer language models with Reinforcement... | trl/docs/source/index.mdx/0 | {
"file_path": "trl/docs/source/index.mdx",
"repo_id": "trl",
"token_count": 1553
} | 443 |
import sys
from dataclasses import dataclass, field
from typing import Optional
from datasets import Dataset, DatasetDict
from huggingface_hub import HfApi, hf_hub_download
from huggingface_hub.repocard import RepoCard
from transformers import AutoTokenizer, HfArgumentParser
"""
# debug
python -i examples/datasets/s... | trl/examples/datasets/sentiment_descriptiveness.py/0 | {
"file_path": "trl/examples/datasets/sentiment_descriptiveness.py",
"repo_id": "trl",
"token_count": 3107
} | 444 |
# flake8: noqa
# 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... | trl/examples/scripts/dpo_visual.py/0 | {
"file_path": "trl/examples/scripts/dpo_visual.py",
"repo_id": "trl",
"token_count": 2678
} | 445 |
# 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... | trl/scripts/log_reports.py/0 | {
"file_path": "trl/scripts/log_reports.py",
"repo_id": "trl",
"token_count": 2727
} | 446 |
import unittest
from typing import Callable
from datasets import Dataset, load_dataset
from transformers import AutoModelForCausalLM, AutoTokenizer
from trl.extras.dataset_formatting import get_formatting_func_from_dataset
from trl.models.utils import ChatMlSpecialTokens, setup_chat_format
class DatasetFormattingTe... | trl/tests/test_dataset_formatting.py/0 | {
"file_path": "trl/tests/test_dataset_formatting.py",
"repo_id": "trl",
"token_count": 3064
} | 447 |
import tempfile
import unittest
import torch
import torch.nn as nn
from datasets import Dataset
from transformers import Trainer, TrainingArguments
from trl.trainer.callbacks import RichProgressCallback
class DummyModel(nn.Module):
def __init__(self):
super().__init__()
self.a = nn.Parameter(tor... | trl/tests/test_rich_progress_callback.py/0 | {
"file_path": "trl/tests/test_rich_progress_callback.py",
"repo_id": "trl",
"token_count": 829
} | 448 |
from typing import Any, Callable, List, Optional, Union
import torch
from transformers import GenerationConfig, PreTrainedTokenizer, PreTrainedTokenizerFast
from ..core import set_seed
from ..models import SUPPORTED_ARCHITECTURES, PreTrainedModelWrapper
class BestOfNSampler:
def __init__(
self,
... | trl/trl/extras/best_of_n_sampler.py/0 | {
"file_path": "trl/trl/extras/best_of_n_sampler.py",
"repo_id": "trl",
"token_count": 2253
} | 449 |
# 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... | trl/trl/trainer/callbacks.py/0 | {
"file_path": "trl/trl/trainer/callbacks.py",
"repo_id": "trl",
"token_count": 5294
} | 450 |
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