jchkim55

『ゼロから作って学ぶLLM』（ギルボット、2025）のGitHubノートブックとボーナスコンテンツを扱う講義です。GitHub: https://github.com/rickiepark/llm-from-scratch/
『ゼロから作って学ぶLLM』は、セバスチャン・ラシュカ（Sebastian Raschka）が書いたベストセラー『Build a Large Language Model (from Scratch)』（Manning、2024）の翻訳書です。この本は、OpenAIが作ったGPT-2モデルをゼロから始めて完全なモデルを作ってみながら、大規模言語モデルの動作原理を学び活用する方法を提供します。

haesunpark

<밑바닥부터 만들면서 배우는 LLM> 解説講義

실습 중심

사전훈련

미세튜닝

대규모언어모델

This is a course covering the GitHub notebooks and bonus content from <Build a Large Language Model from Scratch> (Gilbut, 2025). GitHub: https://github.com/rickiepark/llm-from-scratch/
<Build a Large Language Model from Scratch> is the Korean translation of the bestseller <Build a Large Language Model (from Scratch)> (Manning, 2024) by Sebastian Raschka. This book provides a way to learn and utilize the operating principles of large language models by building a complete model starting from scratch with OpenAI's GPT-2 model.

입문

초급

중급이상

파이토치

PyTorch

gpt-2

transformer

대규모 언어 모델

파인튜닝(미세조정)

Fine-Tuning

<From Scratch: Building and Learning LLMs> Commentary Lecture

0 Course Introduction

Chapter 1 Understanding Large Language Models

Chapter 2 Handling Text Data

Chapter 3: Implementing Attention Mechanisms

Chapter 4 Implementing GPT Models from Scratch

Chapter 5 Pre-training Using Unlabeled Data

Chapter 6 Fine-tuning for Classification

Chapter 7 Fine-tuning to Follow Instructions