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。
☆7,444Dec 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☆17,038Sep 3, 2025Updated 9 months ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,324Updated this week
- My learning notes for ML SYS.☆6,590Updated 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)☆24,604Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,672Updated 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.
- how to optimize some algorithm in cuda.☆3,102Jun 24, 2026Updated last week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,355Jun 23, 2026Updated last week
- Material for gpu-mode lectures☆6,262Jun 15, 2026Updated 2 weeks ago
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon)☆4,816Mar 15, 2026Updated 3 months ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆29,694Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆84,877Updated this week
- Nano vLLM☆14,206Apr 26, 2026Updated 2 months ago
- FlashInfer: Kernel Library for LLM Serving☆5,867Updated this week
- CUDA 算子手撕与面试指南☆1,018Aug 23, 2025Updated 10 months ago
- 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.
- 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☆14,616Jun 14, 2026Updated 2 weeks ago
- System for AI Education Resource.☆4,312Oct 25, 2024Updated last year
- 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…☆3,446Jun 22, 2025Updated last year
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆4,147Jul 25, 2025Updated 11 months ago
- compiler learning resources collect.☆2,750May 20, 2026Updated last month
- Ongoing research training transformer models at scale☆16,838Updated this week
- 《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☆31,095Jun 17, 2026Updated 2 weeks ago
- FlashMLA: Efficient Multi-head Latent Attention Kernels☆12,721Apr 30, 2026Updated 2 months ago
- DeepEP: an efficient expert-parallel communication library☆9,769Jun 15, 2026Updated 2 weeks ago
- 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.
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆22,173Updated this week
- Fast and memory-efficient exact attention☆24,304Updated this week
- 深度学习经典、新论文逐段精读☆33,484Mar 22, 2025Updated last year
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆6,552Updated 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!☆52,277Updated this week
- 校招、秋招、春招、实习好项目,带你从零动手实现支持LLama2/3和Qwen2.5的大模型推理框架。☆547Oct 28, 2025Updated 8 months ago
- A book for Learning the Foundations of LLMs☆16,384Dec 12, 2025Updated 6 months ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆72,482Jun 24, 2026Updated last week
- A Datacenter Scale Distributed Inference Serving Framework☆7,352Updated 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.
- A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations☆17,341Updated this week
- Production-tested AI infrastructure tools for efficient AGI development and community-driven innovation☆8,008May 15, 2025Updated last year
- ☆329Jul 1, 2025Updated last year
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,994Updated this week
- A self-learning tutorail for CUDA High Performance Programing.☆1,025Jan 14, 2026Updated 5 months ago
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,967Updated this week
- 大模型基础: 一文了解大模型基础知识☆7,412Jun 22, 2026Updated last week