Title

Efficient Multimodal Model Training Techniques Using Storage Servers

DGIST Authors

Daehan Lee ; Sungjin Lee ; Hoonsung Chwa

Advisor

이성진

Co-Advisor(s)

Hoonsung Chwa

Issued Date

2025

Awarded Date

2025-02-01

Citation

Daehan Lee. (2025). Efficient Multimodal Model Training Techniques Using Storage Servers. doi: 10.22677/THESIS.200000828354

Type

Thesis

Description

AI 시스템, 데이터 주변 처리, 멀티모달 모델, 모델 프리징, AI 최적화

Table Of Contents

Ⅰ. Introduction 1
Ⅱ. Background 3
Ⅲ. Motivation 7
Ⅳ. Designs 11
Ⅴ. Experiments 16
Ⅵ. Conclusions 25

URI

http://hdl.handle.net/20.500.11750/58102
http://dgist.dcollection.net/common/orgView/200000828354

DOI

10.22677/THESIS.200000828354

Degree

Master

Department

Artificial Intelligence Major

Publisher

DGIST

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