DraganSr

web-links (blinks) web-log (blog) by Dragan Sretenovic

Friday, May 09, 2025

book about AI: Build a LLM, from scratch

Build a Large Language Model (From Scratch): Raschka, Sebastian: 9781633437166: Amazon.com: Books

Sebastian Raschka, PhD | Substack

rasbt/LLMs-from-scratch: Implement a ChatGPT-like LLM in PyTorch from scratch, step by step @GitHub

Build an LLM from Scratch 1: Set up your code environment - YouTube

Build an LLM from Scratch 2: Working with text data - YouTube

Build an LLM from Scratch 3: Coding attention mechanisms - YouTube

Build an LLM from Scratch 4: Implementing a GPT model from Scratch To Generate Text - YouTube

Build an LLM from Scratch 5: Pretraining on Unlabeled Data - YouTube

Build an LLM from Scratch 6: Finetuning for Classification - YouTube

Build an LLM from Scratch 7: Instruction Finetuning - YouTube


also excellent online "magazine" from the same author

The State of LLM Reasoning Model Inference



Build a Large Language Model (From Scratch) @ learning.oreilly.com

Build a Large Language Model (From Scratch), Video Edition
"virtual (AI) voice reading book" and animated based on text ("virtual slides")
VERY clever!

Build a Large Language Model (From Scratch) audiobook


O'Reilly - Apps on Google Play



Dragan at 6:00 AM

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