changyeyu/LLM-RL-Visualized
๐100+ ๅๅ LLM / RL ๅ็ๅพ๐๏ผใๅคงๆจกๅ็ฎๆณใไฝ่ ๅทจ็ฎ๏ผ๐ฅ๏ผ100+ LLM/RL Algorithm Maps ๏ผ
This project provides over 100 original, high-definition diagrams that visually explain the core concepts of large language models (LLM), vision-language models (VLM), and reinforcement learning (RL). It helps those studying or working with AI by breaking down complex algorithms and architectures into easy-to-understand visual maps. If you're an AI researcher, machine learning engineer, or student, this resource offers clear insights into foundational and advanced AI techniques.
3,766 stars. Actively maintained with 1 commit in the last 30 days.
Use this if you need clear, detailed visual explanations of how large language models and reinforcement learning algorithms work, from basic structures to advanced optimization techniques like RLHF and DPO.
Not ideal if you are looking for executable code, a software library, or an API to directly implement or run these models, as this project focuses solely on theoretical understanding through diagrams.
Stars
3,766
Forks
353
Language
Python
License
—
Category
Last pushed
Feb 23, 2026
Commits (30d)
1
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/transformers/changyeyu/LLM-RL-Visualized"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related models
PaddlePaddle/PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
meta-llama/llama-cookbook
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started...
arcee-ai/mergekit
Tools for merging pretrained large language models.
mindspore-lab/step_into_llm
MindSpore online courses: Step into LLM
kyegomez/LFM
An open source implementation of LFMs from Liquid AI: Liquid Foundation Models