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  • 大小: 6.17MB
    文件類型: .zip
    金幣: 1
    下載: 0 次
    發布日期: 2023-11-07
  • 語言: 其他
  • 標簽: bert??nlp??pytorch??

資源簡介

完整的bert模型源代碼，對代碼做了很多注釋和精簡，以中文文本分類為例的一個deom，可以拿來就用，把代碼稍微改改就可用在你的任務中。

資源截圖

代碼片段和文件信息 

#?coding:?UTF-8
import?time
import?torch
import?numpy?as?np
from?train_eval?import?train?init_network
from?importlib?import?import_module
import?argparse
from?utils?import?build_dataset?build_iterator?get_time_dif

parser?=?argparse.ArgumentParser（description=‘Chinese?Text?Classification‘）
parser.add_argument（‘--model‘?type=str?required=True?help=‘choose?a?model:?Bert?ERNIE‘）
args?=?parser.parse_args（）


if?__name__?==?‘__main__‘:
????dataset?=?‘THUCNews‘??#?數據集

????model_name?=?args.model??#?bert
????x?=?import_module（‘models.‘?+?model_name）
????config?=?x.Config（dataset）
????np.random.seed（1）
????torch.manual_seed（1）
????torch.cuda.manual_seed_all（1）
????torch.backends.cudnn.deterministic?=?True??#?保證每次結果一樣

????start_time?=?time.time（）
????print（“Loading?data...“）
????train_data?dev_data?test_data?=?build_dataset（config）
????train_iter?=?build_iterator（train_data?config）
????dev_iter?=?build_iterator（dev_data?config）
????test_iter?=?build_iterator（test_data?config）
????time_dif?=?get_time_dif（start_time）
????print（“Time?usage:“?time_dif）

????#?train
????model?=?x.Model（config）.to（config.device）
????train（config?model?train_iter?dev_iter?test_iter）

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\
?????目錄???????????0??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\ERNIE_pretrain\
?????文件?????????151??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\ERNIE_pretrain\README.md
?????文件????????1066??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\LICENSE
?????文件????????3130??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\README.md
?????目錄???????????0??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\THUCNews\
?????目錄???????????0??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\THUCNews\data\
?????文件??????????82??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\THUCNews\data\class.txt
?????文件??????551313??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\THUCNews\data\dev.txt
?????文件??????551596??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\THUCNews\data\test.txt
?????文件?????9946122??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\THUCNews\data\train.txt
?????目錄???????????0??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\bert_pretrain\
?????文件?????????191??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\bert_pretrain\README.md
?????目錄???????????0??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\models\
?????文件????????2346??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\models\ERNIE.py
?????文件????????2315??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\models\bert.py
?????文件????????3036??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\models\bert_CNN.py
?????文件????????3776??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\models\bert_DPCNN.py
?????文件????????3014??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\models\bert_RCNN.py
?????文件????????2928??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\models\bert_RNN.py
?????目錄???????????0??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\
?????文件????????1313??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\__init__.py
?????文件????????4393??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\__main__.py
?????目錄???????????0??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\__pycache__\
?????文件????????1606??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\__pycache__\__init__.cpython-37.pyc
?????文件????????2365??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\__pycache__\__main__.cpython-37.pyc
?????文件????????1763??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\__pycache__\convert_gpt2_checkpoint_to_pytorch.cpython-37.pyc
?????文件????????1807??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\__pycache__\convert_openai_checkpoint_to_pytorch.cpython-37.pyc
?????文件????????1564??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\__pycache__\convert_tf_checkpoint_to_pytorch.cpython-37.pyc
?????文件????????3045??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\__pycache__\convert_transfo_xl_checkpoint_to_pytorch.cpython-37.pyc
?????文件????????7230??2019-10-26?09:17??Bert-Chinese-Text-Classification-Pytorch-master\pytorch_pretrained\__pycache__\file_utils.cpython-37.pyc
............此處省略31個文件信息

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