Building LLMs from the Ground Up: A 3-hour Coding Workshop

Building LLMs from the Ground Up: A 3-hour Coding Workshop02:45:09

Building LLMs from the Ground Up: A 3-hour Coding Workshop videosi uchun yuklab olish ma'lumotlari va tafsilotlari

Muallif:

Sebastian Raschka

Chop etilgan sana:

31/08/2024

Ko'rishlar soni:

117.6K

Tavsif:

This tutorial is aimed at coders interested in understanding the building blocks of large language models (LLMs), how LLMs work, and how to code them from the ground up in PyTorch. We will kick off this tutorial with an introduction to LLMs, recent milestones, and their use cases. Then, we will code a small GPT-like LLM, including its data input pipeline, core architecture components, and pretraining code ourselves. After understanding how everything fits together and how to pretrain an LLM, we will learn how to load pretrained weights and finetune LLMs using open-source libraries.