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Large Language Models and Alignment

Large Language Models and Alignment

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2024 Fall

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Large Language Models and Alignment

Handouts and Replays
Introduction to LLMs
LLMs Architecture
LLMs Prompt Engineering
Fine-tuning Techniques of LLMs
Alignment for LLMs
Fundamentals of Alignment: Reinforcement Learning
Alignment Method (RLHF)
LLMs Agent and Retrieval Augmented Generation
NVIDIA Reference Architecture for Modern AI
Introduction to CUDA Programming
DPU Programming

Contents

- Handouts
- Lecture Replays (Vimeo)

Home
Courses List
Large Language Models and Alignment
Handouts and Replays

Handouts and Replays

Handouts

2024.09.11 Lecture 01 [link]
2024.09.19 Lecture 02 [link]
2024.09.25 Lecture 03 [link]

Lecture Replays (Vimeo)

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Introduction to LLMs

Last updated on Sep 25, 2024

© 2024-2024 Yaodong Yang and Yixin Zhu. This work is licensed under CC BY NC ND 4.0