HuaizhengZhang / AI-Infra-from-Zero-to-HeroLinks
🚀 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.
☆3,405Updated 3 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
Sorting:
- Large Language Model (LLM) Systems Paper List☆1,628Updated this week
- how to optimize some algorithm in cuda.☆2,622Updated 2 weeks ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆4,713Updated last week
- My learning notes/codes for ML SYS.☆4,201Updated this week
- Material for gpu-mode lectures☆5,310Updated last month
- compiler learning resources collect.☆2,589Updated 8 months ago
- 《Machine Learning Systems: Design and Implementation》- Chinese Version☆4,698Updated last year
- A curated list of awesome Distributed Deep Learning resources.☆434Updated last year
- The road to hack SysML and become an system expert☆500Updated last year
- System for AI Education Resource.☆4,168Updated last year
- ☆610Updated 6 months ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,674Updated last year
- A self-learning tutorail for CUDA High Performance Programing.☆767Updated 4 months ago
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,188Updated 2 years ago
- Several simple examples for popular neural network toolkits calling custom CUDA operators.☆1,521Updated 4 years ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆8,480Updated 2 weeks ago
- ☆2,614Updated last year
- An ML Systems Onboarding list☆942Updated 9 months ago
- Dive into Deep Learning Compiler☆646Updated 3 years ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,840Updated this week
- ☆619Updated last year
- A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are co…☆2,270Updated 8 months ago
- [TMLR 2024] Efficient Large Language Models: A Survey☆1,232Updated 5 months ago
- Infrastructures™ for Machine Learning Training/Inference in Production.☆431Updated 6 years ago
- A PyTorch Native LLM Training Framework☆884Updated 2 months ago
- Curated collection of papers in machine learning systems☆458Updated last week
- Learning material for CMU10-714: Deep Learning System☆283Updated last year
- CS294; AI For Systems and Systems For AI☆226Updated 6 years ago
- Awesome LLM compression research papers and tools.☆1,711Updated last week
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆300Updated 10 months ago