🚀 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.
☆4,246Jul 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:
- System for AI Education Resource.☆4,324Oct 25, 2024Updated last year
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）☆4,833Mar 15, 2026Updated 4 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.☆2,770Oct 19, 2024Updated last year
- My learning notes for ML SYS.☆6,801Updated this week
- 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.
- Large Language Model (LLM) Systems Paper List☆2,207Jul 25, 2026Updated last week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,435Jul 26, 2026Updated last week
- Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersectio…☆287Jun 9, 2025Updated last year
- FlashInfer: Kernel Library for LLM Serving☆6,079Updated this week
- compiler learning resources collect.☆2,758May 20, 2026Updated 2 months ago
- Tutorial code on how to build your own Deep Learning System in 2k Lines☆2,018Oct 4, 2018Updated 7 years ago
- Advanced Topics on Systems for X☆289Jul 10, 2024Updated 2 years ago
- A high performance and generic framework for distributed DNN training☆3,718Oct 3, 2023Updated 2 years ago
- Dive into Deep Learning Compiler☆650Jun 19, 2022Updated 4 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.
- LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.☆11,679Updated this week
- Open Machine Learning Compiler Framework☆13,635Updated 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
- The road to hack SysML and become an system expert☆518Sep 25, 2024Updated last year
- Distributed Compiler based on Triton for Parallel Systems☆1,504Jul 20, 2026Updated last week
- how to optimize some algorithm in cuda.☆3,176Updated this week
- ☆645Jan 14, 2026Updated 6 months ago
- This is the (evolving) reading list for the seminar.☆62Nov 4, 2020Updated 5 years ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,898Updated this week
- 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.
- 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
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,119Updated this week
- Material for gpu-mode lectures☆6,383Jun 15, 2026Updated last month
- Training and serving large-scale neural networks with auto parallelization.☆3,180Dec 9, 2023Updated 2 years ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,350Aug 28, 2025Updated 11 months ago
- paper and its code for AI System☆377May 14, 2026Updated 2 months ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,202Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,175Updated this week
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆201Apr 27, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Ongoing research training transformer models at scale☆17,286Updated this week
- Transformer related optimization, including BERT, GPT☆6,445Mar 27, 2024Updated 2 years ago
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆931Dec 30, 2024Updated last year
- Byted PyTorch Distributed for Hyperscale Training of LLMs and RLs☆1,033Mar 3, 2026Updated 4 months ago
- Nano vLLM☆14,749Apr 26, 2026Updated 3 months ago
- Development repository for the Triton language and compiler☆19,830Updated this week
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆341Jan 5, 2025Updated last year