Developing locally trainable large language models

• Main Author: Chen, Hailin
• Other Authors: Joty Shafiq Rayhan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/182242
• Institution: Nanyang Technological University

Emerging Large Language Models (LLMs) like GPT-3.5 and GPT-4 have been fundamentally transforming human society since their launch, as they demonstrate groundbreaking capabilities across various tasks. However, the colossal model size of such LLMs results a prohibitive training cost and computing r...