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The GenAI Guidebook
Fast Track
Personalized Plans
LLM Starter Pack
The Fundamentals
Neural Network Quickstart
(Small) Language Model Intuition
Text Models
How we got here
Large Language Models and Transformers Overview
GPT from “scratch” in Flax
Pretraining
Fine-Tuning Overview
Applications
Evaluation
Language Model Systems
Quantization
Risk and Safety
Agents
Image Models
Image Tokenization
Tutorial - Image Tokenization and Reconstruction
Audio Models
Audio Tokenization
Audio Features
Audio Tokenization in Practice
Deep Dives
LLAMA 2 Paper and Model Deep Dive
Red Teaming Language Models
Big Bench
AI Risk Assessment Framework
Universal LLM Hacks
Tuning in 5, 15, 50 Minutes
Appendix
Glossary
Model Distiller
Local Fine Tuning
Bibliography
Repository
Open issue
Index
