AI skills for learning and teaching

mine:o1-nano

MineAITechnology · Kit

A 124M-parameter GPT-2-style language model trained from scratch in JAX and Flax, with ONNX files for CPU use. It suits students and researchers who study smal…

Modern LLM From Scratch

Kakarot2812 · Kit

A small decoder-only language model, about 19 million parameters, written and trained from scratch on TinyStories, with a demo page. For learners studying how…

The Smol Training Playbook（简体中文）

fat-pig · Kit

Lets Chinese readers study the HuggingFaceTB guide to training language models in Simplified Chinese, charts included. An unofficial translation for people who…

Tamazight Text-to-Speech

ayymen · Kit

Reads Tamazight text aloud with text-to-speech models, with separate folders for several varieties and scripts. For learners, researchers and builders working…

Batwan Predictive Text

alsersugasawa · Kit

Suggests the rest of a word, or the next one, as you type in a Hiligaynon-English dictionary search box, using a small fine-tuned Gemma model. A demo for langu…

Number Tokenization Blog

huggingface · Kit

A static blog page from Hugging Face on number tokenization, the way language models split numbers into pieces. It suits readers curious about how models handl…

Llm Glossary

Omartificial-Intelligence-Space · Kit

A single web page that explains how a language model learns, going through the ideas term by term. Suits newcomers to large language models, students and teach…

LLM训练终极指南 | The Ultra-Scale Playbook

Ki-Seki · Kit

A static web page that teaches the many parts of training large language models, with a Chinese title and an English one. It suits engineers and students who w…

The Ultra-Scale Playbook

nanotron · Kit

Teaches how to train large language models on big GPU clusters, as a web guide you read in the browser with a PDF copy in its files. For engineers and research…

An n8n workflow that translates Telegram voice messages between two languages that you choose. It transcribes the speech, translates it with an OpenAI model an…

AI For Beginners

microsoft · Kit

Microsoft’s free 12-week, 24-lesson AI curriculum, with quizzes, Jupyter notebooks and labs. It runs from the history of AI and expert systems through neural n…

Everyone Can Use English

ZuodaoTech · Kit

ZuodaoTech’s Chinese-language English learning repository: the book 人人都能用英语, the 1000 Hours speaking plan and the source of the Enjoy practice app. The setup n…

Build a Large Language Model (From Scratch)

rasbt · Kit

The official code for Sebastian Raschka’s book on building a GPT-like LLM in PyTorch, one chapter at a time. The notebooks cover text data, attention, pretrain…

LLM Course

mlabonne · Kit

Maxime Labonne’s free course for getting into large language models: a README of three roadmaps, reference lists and Colab notebooks. The setup notes cover rea…

Coding Interview University

jwasham · Kit

jwasham’s multi-month study plan for becoming a software engineer, written as one long README of videos, lectures and things to implement. Setup notes cover a…

Free Programming Books

EbookFoundation · Kit

A community list of free programming books, courses, cheat sheets, interactive tutorials, podcasts and playgrounds in many languages, administered by the Free…

Project Based Learning

practical-tutorials · Kit

A curated list of project-based tutorials from the practical-tutorials organization, sorted by programming language, from writing a shell in C to building a bl…