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bert's Introduction

BERT

  • tensorflow==1.15

사용법

1. 전처리

script/create_shard_tfrecord.sh 혹은 script/create_tfrecord.sh

2. 사전학습

script/run_train.sh

3. 파인튜닝

1) 사전학습모델 성능 검증용 Benchmark 데이터 (NSMC, KorQuAD)

script/tune_nsmc.sh, script/tune_korquad.sh

2) 의도 분석

script/tune_intent.sh

3) 개체명 인식

script/tune_ner.sh

4. 배포 (Docker 방식)

script/run_docker.sh

TODO

  • requirements.txt 작성
  • 전처리 코드 검수
  • 사전학습 코드 검수
  • 파인튜닝 코드 검수
  • GPU 병렬처리 코드 (horovod) 검수

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