Improving Llama2 in game 24 with memory of thought and tree of thought

• Main Author: Zhang, Yixiang
• Other Authors: Lihui Chen
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; MoT; ToT; CoT; Fine-tune; Llama 2; Large language model; Natural language processing
• Online Access: https://hdl.handle.net/10356/181809
• Institution: Nanyang Technological University

Memory of Thought and Tree of Thought are innovative prompting mechanisms designed to enable large language models to self-improve without the reliance on annotated datasets or significant resource expenditure for model fine-tuning. This dissertation integrates Chain of Thought (CoT) prompting to en...