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Project/Personal 2024. 6. 10.
Local sLLM Chatbot
Local sLLM Chatbot Unsloth에서 말뭉치(Corpus) 학습○ base 모델: llama-3-8b-KrBllossom - 로드 설정은 기본 Unsloth FastLanguageModel.from_pretrained()의 예제코드 값 사용 (4bit 양자화 포함) ○ peft 설정: r값을 16이 아닌 8로 설정하여 LoRA 개입을 줄이고 dropout값을 0.1로 지정하여 과적합을 방지 ○ 데이터: /home/data/의 하위 디렉토리를 전부 포함한 모든 xlsx파일의 “sentence”컬럼 → “sentecne”컬럼 외에 더 학습해야하는 컬럼이 있을 수도 있으나 편의상 해당 컬럼만 선택 → 모든 xlsx파일의 sentence컬럼을 한 파일의 한 컬럼으로 합쳐서 저장 (109955개 데이터) 파일: /home/data/..
KCB 가계부채위험도 평가모델 개발 보호되어 있는 글입니다.
Project/Playdata 2023. 11. 21.
E-CommerceImageClaassifiaction (working on) • Participated in a project about creating the model to classify images • Used Oracle SQL to organize the data and create features for an analysis • Used Python for EDA process including outlier, data visualization, and correlation analysis • Working on creating the shopping mall website via NEXT.js and MongoDB. • Cooperated with a teammate who organized a deep-learning model link: https://githu..
Project/Playdata 2023. 10. 10.
Fraud Detection 2023 (working on) https://github.com/skmanzg/FraudDetectionProject2023 GitHub - skmanzg/FraudDetectionProject2023 Contribute to skmanzg/FraudDetectionProject2023 development by creating an account on GitHub. github.com working on github repo [what we are working?] finding a fitted model for regression finding fitted hyperparameters for a deep learning model analysis of the data markdown readme.md current working ..
Project/Personal 2023. 8. 18.
Avoid Diabetes to Live Alive
Avoid Diabetes to Live Alive The content is written for pdf viewer. please refer to the attachment. Abstract As one of the common chronic diseases in the United States, diabetes affects people’s health. Diabetes is a severe chronic disease that induces a loss of ability to regulate glucose levels in the blood effectively. It can reduce the quality of life and life expectancy. This paper develops predictive models to identif..
Project/Personal 2023. 8. 18.
Mustard and Lott (1997) Replication
Mustard and Lott (1997) Replication The content is written for pdf viewer. please refer to the attachment. Introduction Nobody would like to be victimized by criminals. Naturally, we are concerned about our security issues to be alive by our instinct as human beings. In this respect, Mustard and Lott’s (1997) study shows that allowing citizens to carry concealed handguns deters violent crimes effectively. However, as the law and t..
Project/Personal 2023. 8. 18.
Quality of Life
Quality of Life https://github.com/adamysyim/quality-of-life-eco395m-final GitHub - adamysyim/quality-of-life-eco395m-final: UT Texas at Austin, ECO395M Final Project by DIB UT Texas at Austin, ECO395M Final Project by DIB. Contribute to adamysyim/quality-of-life-eco395m-final development by creating an account on GitHub. github.com
Project/Personal 2023. 8. 18.
The Correlation between Lifestyle or Medical Factors and Diabetes
The Correlation between Lifestyle or Medical Factors and Diabetes https://github.com/xiaohanwu98/eco395m-midterm-project---diabetes GitHub - xiaohanwu98/eco395m-midterm-project---diabetes Contribute to xiaohanwu98/eco395m-midterm-project---diabetes development by creating an account on GitHub. github.com
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