Introduce

다양한 케이스에 대한 실습을 정리합니다.

NLP, Embedding, LLM, Ashhun Let's Go!

---

Experience

• AI개발자가 클라이언트 개발자와 소통에서 느낀점 : https://aiheroes.ai/community/134

• 생성형 언어모델의 성능은 어떻게 평가할까? : https://aiheroes.ai/community/99

Python

• Memory Profiling : https://devocean.sk.com/blog/techBoardDetail.do?page=&boardType=undefined&query=&ID=165364&searchData=&subIndex=

NLP Service

• End to End NLP Project : https://webcache.googleusercontent.com/search?q=cache:https://towardsdatascience.com/end-to-end-nlp-project-with-hugging-face-fastapi-and-docker-615a63d80c53

Fine Tuning

• SentencePiece를 활용한 한국어 토크나이저 만들기 : https://devocean.sk.com/blog/techBoardDetail.do?ID=164570&boardType=techBlog#none

• PEFT를 활용한 PLM 파인튜닝 : https://kjwony.tistory.com/8

• HF 'PEFT' Tutorial : https://huggingface.co/blog/peft

Docker & Kubernates

• Docker 101 Tutorial : https://www.docker.com/101-tutorial/