- Transfomer를 이용하여 간단한 챗봇을 구현한다.
- TFX 적용하여, 전체적인 파이프라인을 구현한다.
- Transfomer를 기반으로 한 chatbot을 빠르게 구현
- 이후 TFX를 적용하여, Data의 input을 포함한 전체 워크플로를 순차적으로 진행
- 데이터 수집
- 데이터 검증
- 데이터 전처리
- 모델 학습
- 모델 분석 및 검증
- 모델 배포
- 메타 데이터 스토어 & 데이터 베이스 경험
- 파이프라인 오케스트레이션 경험
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