repo stringlengths 1 99 | file stringlengths 13 215 | code stringlengths 12 59.2M | file_length int64 12 59.2M | avg_line_length float64 3.82 1.48M | max_line_length int64 12 2.51M | extension_type stringclasses 1
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VecConstNMT | VecConstNMT-master/fairseq/models/roberta/model.py | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
"""
RoBERTa: A Robustly Optimized BERT Pretraining Approach.
"""
import logging
import torch
import torch.nn as nn
import torch.nn.functional... | 17,545 | 42.755611 | 122 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/roberta/alignment_utils.py | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from collections import Counter
from typing import List
import torch
def align_bpe_to_words(roberta, bpe_tokens: torch.LongTensor, other_to... | 4,074 | 34.12931 | 98 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/hf_gpt2.py | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
import os
import sys
from typing import Dict, List, Optional
import torch
from fairseq.models import (
FairseqIncrementalD... | 7,057 | 34.114428 | 86 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/setup.py | """
Simple check list from AllenNLP repo: https://github.com/allenai/allennlp/blob/master/setup.py
To create the package for pypi.
1. Change the version in __init__.py, setup.py as well as docs/source/conf.py.
2. Commit these changes with the message: "Release: VERSION"
3. Add a tag in git to mark the release: "git... | 5,027 | 38.28125 | 197 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/hubconf.py | from transformers import (
AutoConfig,
AutoModel,
AutoModelForQuestionAnswering,
AutoModelForSequenceClassification,
AutoModelWithLMHead,
AutoTokenizer,
)
from transformers.file_utils import add_start_docstrings
dependencies = ["torch", "tqdm", "boto3", "requests", "regex", "sentencepiece", "s... | 6,511 | 52.818182 | 189 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/run_squad.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 35,397 | 40.11266 | 126 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/run_glue.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 30,147 | 42.130186 | 150 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/benchmarks.py | # coding=utf-8
# Copyright 2018 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
#
# http://www.a... | 22,825 | 41.906015 | 118 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/run_language_modeling.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 34,666 | 42.33375 | 165 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/run_bertology.py | #!/usr/bin/env python3
# Copyright 2018 CMU 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 requir... | 18,392 | 42.074941 | 123 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/run_generation.py | #!/usr/bin/env python3
# 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 c... | 10,147 | 37.439394 | 119 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/run_tf_glue.py | import os
import tensorflow as tf
import tensorflow_datasets
from transformers import (
BertConfig,
BertForSequenceClassification,
BertTokenizer,
TFBertForSequenceClassification,
glue_convert_examples_to_features,
glue_processors,
)
# script parameters
BATCH_SIZE = 32
EVAL_BATCH_SIZE = BATCH... | 3,933 | 36.113208 | 137 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/run_multiple_choice.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 29,120 | 41.888071 | 150 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/run_xnli.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 28,430 | 42.472477 | 150 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/pplm/run_pplm.py | #! /usr/bin/env python3
# coding=utf-8
# Copyright (c) 2019 Uber Technologies, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | 28,318 | 34.621384 | 191 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/pplm/run_pplm_discrim_train.py | #! /usr/bin/env python3
# coding=utf-8
# Copyright (c) 2019 Uber Technologies, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | 18,693 | 35.088803 | 117 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/pplm/pplm_classification_head.py | import torch
class ClassificationHead(torch.nn.Module):
"""Classification Head for transformer encoders"""
def __init__(self, class_size, embed_size):
super().__init__()
self.class_size = class_size
self.embed_size = embed_size
# self.mlp1 = torch.nn.Linear(embed_size, embed_... | 655 | 31.8 | 63 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/summarization/modeling_bertabs.py | # MIT License
# Copyright (c) 2019 Yang Liu and the HuggingFace team
# 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 restriction, including without limitation the rights
# to use, c... | 38,168 | 36.129377 | 169 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/summarization/convert_bertabs_original_pytorch_checkpoint.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 6,450 | 35.446328 | 118 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/summarization/utils_summarization.py | import os
from collections import deque
import torch
from torch.utils.data import Dataset
# ------------
# Data loading
# ------------
class SummarizationDataset(Dataset):
""" Abstracts the dataset used to train seq2seq models.
The class will process the documents that are located in the specified
fol... | 5,773 | 33.369048 | 106 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/summarization/test_utils_summarization.py | # 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... | 4,451 | 43.079208 | 100 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/summarization/run_summarization.py | #! /usr/bin/python3
import argparse
import logging
import os
import sys
from collections import namedtuple
import torch
from torch.utils.data import DataLoader, SequentialSampler
from tqdm import tqdm
from modeling_bertabs import BertAbs, build_predictor
from transformers import BertTokenizer
from utils_summarization... | 9,997 | 29.858025 | 137 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/hans/test_hans.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 27,668 | 41.964286 | 150 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/mm-imdb/run_mmimdb.py | # coding=utf-8
# Copyright (c) Facebook, Inc. and its affiliates.
# Copyright (c) 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... | 25,142 | 39.882927 | 123 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/mm-imdb/utils_mmimdb.py | # coding=utf-8
# Copyright (c) Facebook, Inc. and its affiliates.
# Copyright (c) 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... | 4,541 | 30.541667 | 119 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/ner/run_pl_ner.py | import argparse
import glob
import logging
import os
import numpy as np
import torch
from seqeval.metrics import f1_score, precision_score, recall_score
from torch.nn import CrossEntropyLoss
from torch.utils.data import DataLoader, TensorDataset
from transformer_base import BaseTransformer, add_generic_args, generic_... | 9,557 | 41.860987 | 111 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/ner/run_ner.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 31,260 | 43.341844 | 150 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/ner/transformer_base.py | import logging
import os
import random
import numpy as np
import pytorch_lightning as pl
import torch
from transformers import (
AdamW,
BertConfig,
BertForTokenClassification,
BertTokenizer,
CamembertConfig,
CamembertForTokenClassification,
CamembertTokenizer,
DistilBertConfig,
Dis... | 10,221 | 35.248227 | 118 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/ner/run_tf_ner.py | # coding=utf-8
import collections
import datetime
import glob
import math
import os
import re
import numpy as np
import tensorflow as tf
from absl import app, flags, logging
from seqeval import metrics
from transformers import (
TF2_WEIGHTS_NAME,
BertConfig,
BertTokenizer,
DistilBertConfig,
Distil... | 26,655 | 39.634146 | 148 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/contrib/run_transfo_xl.py | # 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... | 6,214 | 41.862069 | 116 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/contrib/run_swag.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 30,807 | 40.745257 | 150 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/contrib/run_openai_gpt.py | # 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... | 14,226 | 43.880126 | 132 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/contrib/run_camembert.py | import torch
from transformers.modeling_camembert import CamembertForMaskedLM
from transformers.tokenization_camembert import CamembertTokenizer
def fill_mask(masked_input, model, tokenizer, topk=5):
# Adapted from https://github.com/pytorch/fairseq/blob/master/fairseq/models/roberta/hub_interface.py
assert ... | 1,901 | 42.227273 | 114 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/distillation/grouped_batch_sampler.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. 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.org/licenses/LICENSE-2.0
#
# Un... | 4,360 | 39.009174 | 125 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/distillation/utils.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. 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.org/licenses/LICENSE-2.0
#
# Un... | 4,268 | 31.097744 | 90 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/distillation/lm_seqs_dataset.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. 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.org/licenses/LICENSE-2.0
#
# Un... | 6,133 | 35.730539 | 111 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/distillation/run_squad_w_distillation.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 36,089 | 40.530495 | 143 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/distillation/train.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by a... | 12,977 | 39.179567 | 122 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/distillation/distiller.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. 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.org/licenses/LICENSE-2.0
#
# Un... | 26,139 | 42.278146 | 143 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/distillation/scripts/extract.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by a... | 4,450 | 42.213592 | 128 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/examples/distillation/scripts/extract_distilbert.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by a... | 4,319 | 45.451613 | 128 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_encoder_decoder.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 13,315 | 55.185654 | 472 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_albert.py | # coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License... | 38,969 | 46.236364 | 159 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/optimization.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICEN... | 7,667 | 41.837989 | 130 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_mmbt.py | # coding=utf-8
# Copyright (c) Facebook, Inc. and its affiliates.
# Copyright (c) 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... | 21,362 | 49.864286 | 138 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/configuration_utils.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 17,344 | 47.585434 | 193 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/optimization_tf.py | # Copyright 2019 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... | 9,828 | 38.793522 | 115 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_pytorch_utils.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 12,950 | 38.245455 | 155 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_distilbert.py | # 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... | 39,945 | 47.069795 | 175 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_xlm_roberta.py | # 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... | 4,827 | 39.571429 | 127 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_gpt2.py | # coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License... | 32,916 | 46.36259 | 169 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_transfo_xl.py | # 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... | 34,770 | 40.943305 | 159 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_t5.py | # coding=utf-8
# Copyright 2018 T5 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
#
# ... | 37,708 | 46.492443 | 193 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_auto.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 68,445 | 61.622141 | 472 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_utils.py | # 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... | 80,040 | 48.438542 | 472 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_openai.py | # coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License... | 30,610 | 45.240181 | 169 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_bert.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 71,006 | 46.055666 | 187 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_gpt2.py | # coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License... | 35,205 | 46.129853 | 177 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_flaubert.py | # 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
#... | 17,718 | 44.904145 | 150 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_albert_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 2,157 | 33.806452 | 117 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_openai.py | # coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License... | 32,497 | 45.827089 | 177 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_t5_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The 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 require... | 2,100 | 32.887097 | 117 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/pipelines.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 60,084 | 42.382671 | 146 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_gpt2_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 2,507 | 35.882353 | 119 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_roberta.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 21,910 | 48.238202 | 161 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_roberta_original_pytorch_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 7,910 | 43.44382 | 117 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/tokenization_bert.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICEN... | 27,042 | 41.320814 | 183 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_transfo_xl_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 4,913 | 38 | 121 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/configuration_ctrl.py | # coding=utf-8
# Copyright 2018 Salesforce and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# htt... | 5,769 | 39.069444 | 120 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_transfo_xl_utilities.py | # 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... | 7,702 | 42.03352 | 118 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_bart_original_pytorch_checkpoint_to_pytorch.py | # 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... | 4,265 | 36.752212 | 119 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_t5.py | # coding=utf-8
# Copyright 2018 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... | 43,663 | 46.512514 | 169 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_xlnet.py | # 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... | 59,108 | 48.339733 | 171 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_openai_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 2,641 | 34.702703 | 118 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_xlm_roberta.py | # 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... | 5,431 | 41.771654 | 167 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_camembert.py | # coding=utf-8
# Copyright 2019 Inria, 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... | 5,589 | 39.215827 | 148 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_xlm_original_pytorch_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 2,970 | 36.1375 | 117 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_xlm.py | # coding=utf-8
# Copyright 2019-present, 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
#
# Un... | 39,037 | 46.958231 | 159 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_bart.py | # 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... | 60,382 | 44.366642 | 166 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/file_utils.py | """
Utilities for working with the local dataset cache.
This file is adapted from the AllenNLP library at https://github.com/allenai/allennlp
Copyright by the AllenNLP authors.
"""
import fnmatch
import json
import logging
import os
import shutil
import sys
import tarfile
import tempfile
from contextlib import context... | 17,927 | 34.927856 | 144 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_ctrl.py | # coding=utf-8
# Copyright 2018 Salesforce and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# h... | 25,417 | 45.047101 | 169 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/activations.py | import math
import torch
import torch.nn.functional as F
def swish(x):
return x * torch.sigmoid(x)
def _gelu_python(x):
""" Original Implementation of the gelu activation function in Google Bert repo when initially created.
For information: OpenAI GPT's gelu is slightly different (and gives slightl... | 1,415 | 26.230769 | 111 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/__init__.py | # flake8: noqa
# There's no way to ignore "F401 '...' imported but unused" warnings in this
# module, but to preserve other warnings. So, don't check this module at all.
__version__ = "2.5.1"
# Work around to update TensorFlow's absl.logging threshold which alters the
# default Python logging output behavior when pre... | 14,253 | 31.692661 | 113 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_bert.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 56,253 | 47.286695 | 181 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_bert_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 2,139 | 33.516129 | 117 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_distilbert.py | # 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... | 39,379 | 45.93683 | 169 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_bert_pytorch_checkpoint_to_original_tf.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 4,115 | 35.424779 | 118 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_transfo_xl.py | # 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... | 40,975 | 42.315011 | 151 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_xlnet_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 3,685 | 31.052174 | 117 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_albert.py | # 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... | 45,495 | 44.678715 | 148 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_xlnet.py | # 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... | 79,322 | 46.020154 | 304 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_camembert.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 4,797 | 39.319328 | 127 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_xlm.py | # coding=utf-8
# Copyright 2019-present, 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
#
# Un... | 48,488 | 45.489933 | 197 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_tf_utils.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 30,002 | 49.172241 | 472 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_ctrl.py | # coding=utf-8
# Copyright 2018 Salesforce and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# h... | 24,643 | 44.053016 | 177 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/tokenization_transfo_xl.py | # 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... | 28,550 | 36.175781 | 204 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_transfo_xl_utilities.py | # 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... | 13,157 | 40.377358 | 132 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/convert_pytorch_checkpoint_to_tf2.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 17,316 | 33.56487 | 126 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/modeling_roberta.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 32,164 | 45.081662 | 149 | py |
VecConstNMT | VecConstNMT-master/fairseq/models/huggingface/transformers/src/transformers/tokenization_utils.py | # 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
#
# ... | 92,958 | 47.265317 | 372 | py |
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