| SDSU |
CS 696 Applied Large Language Models
Spring Semester, 2025 Reading |
DCS |
|---|---|---|
|
San Diego State University -- This page was last updated on 24-Mar-25 |
Texts:
SLP: Speech and Language Processing
Scratch: Build a Large Language Model (from Scratch)
Prompt: Prompt Engineering for generative AI
| Tuesday | Thursday |
|---|---|
| Jan 21 | Jan 23 SLP Chapter 7 |
| Jan 28 Scratch: Chapter 1 | Jan 30 Scratch: Chapter 2 |
| Feb 4 Scratch: Chapter 3 | Feb 6 Scratch: Chapter 4 |
| Feb 11 Scratch: Chapter 5 | Feb 13 Scratch: Chapter 6 |
| Feb 18 | Feb 20 Scratch:Appendix D, E |
| Feb 25 | Feb 27 LoRA explained LoRA methods IA3 |
| Mar 4 Soft prompts Logit Lens |
Mar 6 |
| Mar 11 Exam | Mar 13 How To Train Your PyTorch Models (Much) Faster |
| Mar 18 | Mar 20 |
| Mar 25 Project Proposal | Mar 27 Prompt Chapters 1 & 3 |
| Apr 1 Spring Break | Apr 3 Spring Break |
| Apr 8 Prompt Chapters 4 & 5 | Apr 10 Project Milestone |
| Apr 15 Prompt Chapters 6, Testing 18 RAG Techniques | Apr 17 |
| Apr 22 | Apr 24 |
| Apr 29 | Apr 30 |
| May 6 | May 8 Last Class |
| May 13 | May 15 Projects Due |