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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

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Topics Covered

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Courses List
Large Language Models and Alignment
LLMs Prompt Engineering

LLMs Prompt Engineering

09.25

Instructor: Yaodong Yang

Topics Covered

In-context Learning
Chain of Thought
In-context Alignment
In-context-based Jailbreak

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LLMs Architecture

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Fine-tuning Techniques of LLMs

Last updated on Aug 25, 2024

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