🚀 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.
☆4,108Jul 25, 2025Updated 10 months ago
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:
- System for AI Education Resource.☆4,295Oct 25, 2024Updated last year
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）☆4,808Mar 15, 2026Updated 3 months ago
- CS294; AI For Systems and Systems For AI☆225Aug 30, 2019Updated 6 years ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,756Oct 19, 2024Updated last year
- My learning notes for ML SYS.☆6,520Jun 8, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,281Apr 20, 2026Updated last month
- Large Language Model (LLM) Systems Paper List☆2,074May 16, 2026Updated last month
- Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersectio…☆285Jun 9, 2025Updated last year
- compiler learning resources collect.☆2,743May 20, 2026Updated 3 weeks ago
- Tutorial code on how to build your own Deep Learning System in 2k Lines☆2,016Oct 4, 2018Updated 7 years ago
- Advanced Topics on Systems for X☆286Jul 10, 2024Updated last year
- A high performance and generic framework for distributed DNN training☆3,721Oct 3, 2023Updated 2 years ago
- FlashInfer: Kernel Library for LLM Serving☆5,791Updated this week
- Dive into Deep Learning Compiler☆647Jun 19, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Open Machine Learning Compiler Framework☆13,452Updated this week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,002Sep 19, 2024Updated last year
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,245May 29, 2026Updated 2 weeks ago
- The road to hack SysML and become an system expert☆514Sep 25, 2024Updated last year
- how to optimize some algorithm in cuda.☆3,076Jun 9, 2026Updated last week
- ☆644Jan 14, 2026Updated 5 months ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,887Updated this week
- This is the (evolving) reading list for the seminar.☆62Nov 4, 2020Updated 5 years ago
- 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)☆2,201Jun 1, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Distributed Compiler based on Triton for Parallel Systems☆1,459Apr 22, 2026Updated last month
- Material for gpu-mode lectures☆6,178Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,569Updated this week
- Training and serving large-scale neural networks with auto parallelization.☆3,184Dec 9, 2023Updated 2 years ago
- paper and its code for AI System☆364May 14, 2026Updated last month
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,114Updated this week
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆201Apr 27, 2022Updated 4 years ago
- Ongoing research training transformer models at scale☆16,687Updated this week
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆341Jan 5, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Transformer related optimization, including BERT, GPT☆6,421Mar 27, 2024Updated 2 years ago
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,868Jun 9, 2026Updated last week
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆929Dec 30, 2024Updated last year
- SGLang is a high-performance serving framework for large language models and multimodal models.☆28,978Updated this week
- Development repository for the Triton language and compiler☆19,434Updated this week
- Byted PyTorch Distributed for Hyperscale Training of LLMs and RLs☆1,024Mar 3, 2026Updated 3 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☆16,923Sep 3, 2025Updated 9 months ago