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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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Large Language Models and Alignment
LLMs Agent and Retrieval Augmented Generation

LLMs Agent and Retrieval Augmented Generation

11.27

Instructor: Yaodong Yang

Topics Covered

LLMs-based Agents
Retrieval Augmented Generation
Embodied Agents

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Alignment Method (RLHF)

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NVIDIA Reference Architecture for Modern AI

Last updated on Aug 25, 2024

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