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。
☆7,666Dec 22, 2025Updated 6 months ago
Alternatives and similar repositories for AIInfra
Users that are interested in AIInfra are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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☆17,237Sep 3, 2025Updated 10 months ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,599Updated this week
- 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☆3,015Jul 2, 2026Updated 2 weeks ago
- Nano vLLM☆14,582Apr 26, 2026Updated 2 months ago
- My learning notes for ML SYS.☆6,759Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- CUDA 算子手撕与面试指南☆1,045Aug 23, 2025Updated 10 months ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,941Updated this week
- A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.☆4,616May 17, 2026Updated 2 months ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆30,583Updated this week
- FlashInfer: Kernel Library for LLM Serving☆5,994Updated this week
- 本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)☆24,765Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆86,804Updated this week
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆6,681Updated this week
- 主要记录大语言大模型(LLMs) 算法(应用)工程师相关的知识及面试题☆14,733Jun 14, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- AI Infra 全栈从0入门学习资料:https://caomaolufei.github.io/AIInfraGuide/☆1,316Jul 10, 2026Updated last week
- AI 基础知识 - GPU 架构、CUDA 编程、大模型基础及AI Agent 相关知识。☆1,922Updated this week
- 🧠「大模型」2小时完全从0训练64M的小参数LLM!Train a 64M-parameter LLM from scratch in just 2h!☆53,680Jun 28, 2026Updated 3 weeks ago
- This repository organizes materials, recordings, and schedules related to AI-infra learning meetings.☆527Mar 1, 2026Updated 4 months ago
- hpc 教程,包含集合通信(mpi、nccl)、cuda 编程、向量化 SIMD、RDMA 通信等☆614Apr 27, 2026Updated 2 months ago
- how to optimize some algorithm in cuda.☆3,142Updated this week
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆22,587Updated this week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,404Jun 23, 2026Updated 3 weeks ago
- 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程☆31,367Updated this 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.
- Material for gpu-mode lectures☆6,334Jun 15, 2026Updated last month
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon)☆4,824Mar 15, 2026Updated 4 months ago
- A tutorial for CUDA&PyTorch☆475Mar 23, 2026Updated 3 months ago
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,113Updated this week
- 📚 从零开始构建大模型☆32,204May 6, 2026Updated 2 months ago
- Based on Nano-vLLM, a simple replication of vLLM with self-contained paged attention and flash attention implementation☆926Updated this week
- A self-learning tutorail for CUDA High Performance Programing.☆1,048Jan 14, 2026Updated 6 months ago
- DeepGEMM: clean and efficient BLAS kernel library on GPU☆7,541Updated this week
- A course of learning LLM inference serving on Apple Silicon for systems engineers: build a tiny vLLM + Qwen.☆4,384Updated this 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.
- 每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈☆6,988May 31, 2026Updated last month
- Ongoing research training transformer models at scale☆17,140Updated this week
- 校招、秋招、春招、实习好项目!带你从零实现一个高性能的深度学习推理库,支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library st…☆3,463Jun 22, 2025Updated last year
- System for AI Education Resource.☆4,319Oct 25, 2024Updated last year
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆4,214Jul 25, 2025Updated 11 months ago
- Distributed Compiler based on Triton for Parallel Systems☆1,495Updated this week
- High Performance LLM Inference Operator Library☆1,052Updated this week