🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Video Tutorials.
☆4,463Jul 25, 2025Updated last year
Alternatives and similar repositories for AI-Infra-from-Zero-to-Hero
Users that are interested in AI-Infra-from-Zero-to-Hero are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- My learning notes for ML SYS.☆7,665Oct 21, 2026Updated 3 weeks ago
- System for AI Education Resource.☆4,358Oct 25, 2024Updated 2 years ago
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon)☆4,879Oct 26, 2026Updated 2 weeks ago
- CS294; AI For Systems and Systems For AI☆225Aug 30, 2019Updated 7 years ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,797Oct 19, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,553Oct 20, 2026Updated 3 weeks ago
- An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.☆12,168Updated this week
- Large Language Model (LLM) Systems Paper List☆2,322Oct 20, 2026Updated 3 weeks ago
- FlashInfer: Kernel Library for LLM Serving☆6,897Updated this week
- how to optimize some algorithm in cuda.☆3,345Nov 2, 2026Updated last week
- compiler learning resources collect.☆2,791May 20, 2026Updated 5 months ago
- Nano vLLM☆16,388Apr 26, 2026Updated 6 months ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆7,024Updated this week
- Open Machine Learning Compiler Framework☆13,898Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersectio…☆288Jun 9, 2025Updated last year
- Tutorial code on how to build your own Deep Learning System in 2k Lines☆2,014Oct 4, 2018Updated 8 years ago
- A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.☆5,561May 17, 2026Updated 5 months ago
- A high performance and generic framework for distributed DNN training☆3,717Oct 3, 2023Updated 3 years ago
- Distributed Compiler and Optimized Parallel Kernels☆1,578Sep 18, 2026Updated last month
- Advanced Topics on Systems for X☆290Jul 10, 2024Updated 2 years ago
- Material for gpu-mode lectures☆6,970Sep 9, 2026Updated 2 months ago
- AISystem 主要是指AI系统,包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术☆18,147Sep 3, 2025Updated last year
- Dive into Deep Learning Compiler☆650Jun 19, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Ongoing research training transformer models at scale☆18,377Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆38,744Updated this week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,004Sep 19, 2024Updated 2 years ago
- ☆648Jan 14, 2026Updated 9 months ago
- The road to hack SysML and become an system expert☆521Oct 7, 2026Updated last month
- 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。☆8,582Dec 22, 2025Updated 10 months ago
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆346Jan 5, 2025Updated last year
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,903Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,723Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,377Aug 28, 2025Updated last year
- 分享AI Infra知识&代码练习:PyTorch、vLLM/SGLang、slime/vime框架入门⚡️、性能加速🚀、大模型基础🧠、AI软硬件🔧等☆4,356Sep 20, 2026Updated last month
- 论文阅读笔记(分布式系统、虚拟化、机器学习)Papers Notebook (Distributed System, Virtualization, Machine Learning)☆2,206Jun 1, 2022Updated 4 years ago
- Development repository for the Triton language and compiler☆20,553Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,359Updated this week
- This is the (evolving) reading list for the seminar.☆62Nov 4, 2020Updated 6 years ago
- Machine Learning Engineering Open Book☆19,698Nov 4, 2026Updated last week
Are these results useful?