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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
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To read my other work visit www.ravinkumar.com

By Ravin Kumar

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