Stars
This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are o…
Implement a reasoning LLM in PyTorch from scratch, step by step
Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode …
A topic-centric list of HQ open datasets.
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
Introduction to Machine Learning Systems
12 Lessons to Get Started Building AI Agents
Learn AI and LLMs from scratch using free resources
21 Lessons, Get Started Building with Generative AI
🧑🚀 全世界最好的LLM资料总结（语音视频生成、Agent、辅助编程、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.
AIInfra（AI 基础设施）指AI系统从底层芯片等硬件，到上层软件栈支持AI大模型训练和推理。
Learn LeetCode and prepare for coding interviews with free resources.
Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A curated list of retrieval-augmented generation (RAG) in large language models
The official GitHub page for the survey paper "Foundation Models for Music: A Survey".
A vector search SQLite extension that runs anywhere!
自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取，翻译，对话。
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
UnderstandingDeepLearing中文翻译
A collection of autonomous agents 🤖️ powered by LLM.
CUDA tutorials for Maths & ML tutorials with examples, covers multi-gpus, fused attention, winograd convolution, reinforcement learning.
Must-read Papers on Knowledge Editing for Large Language Models.
WWW 2024: New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends
llama3 implementation one matrix multiplication at a time
PKU-DAIR / RAG-Survey
Forked from hymie122/RAG-SurveyCollecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".