AI 基础知识 - GPU 架构、CUDA 编程、大模型基础及AI Agent 相关知识。
☆3,341Nov 6, 2026Updated this week
Alternatives and similar repositories for AI-fundamentals
Users that are interested in AI-fundamentals are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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☆4,328Sep 20, 2026Updated last month
- 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。☆8,554Dec 22, 2025Updated 10 months ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,994Updated this week
- An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.☆12,156Updated this week
- Nano vLLM☆16,325Apr 26, 2026Updated 6 months ago
- 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.
- 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☆18,129Sep 3, 2025Updated last year
- AI Infra course for Beginner☆23Jul 13, 2026Updated 3 months ago
- 《深入理解 AI Infra：量化分析与系统设计》（李博杰 著）开源书稿：从硬件约束和模型架构出发，量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验☆7,352Oct 1, 2026Updated last month
- This repository organizes materials, recordings, and schedules related to AI-infra learning meetings.☆619Mar 1, 2026Updated 8 months ago
- My learning notes for ML SYS.☆7,648Oct 21, 2026Updated 2 weeks ago
- A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.☆5,523May 17, 2026Updated 5 months ago
- Heterogeneous GPU Sharing on Kubernetes☆4,950Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆38,538Updated this week
- hpc 教程，包含集合通信(mpi、nccl)、cuda 编程、向量化 SIMD、RDMA 通信等☆781Apr 27, 2026Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A self-learning tutorail for CUDA High Performance Programing.☆1,158Jan 14, 2026Updated 9 months ago
- 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）☆25,258Oct 14, 2026Updated 3 weeks ago
- FlashInfer: Kernel Library for LLM Serving☆6,866Updated this week
- A Datacenter Scale Distributed Inference Serving Framework☆8,446Updated this week
- how to optimize some algorithm in cuda.☆3,341Updated this week
- A tutorial for CUDA&PyTorch☆532Mar 23, 2026Updated 7 months ago
- AI Infra 全栈从0入门学习资料：https://caomaolufei.github.io/AIInfraGuide/☆3,175Updated this week
- ☆1,117Updated this week
- inference cookbook / inference 框架原理解析☆17Feb 24, 2026Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Kubernetes 动手教程☆20May 18, 2026Updated 5 months ago
- DeepInfer: High-performance, large-scale inference framework for DeepSeek models☆25,534Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆96,465Updated this week
- 《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码☆57,327Oct 8, 2026Updated 3 weeks ago
- Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang so…☆1,726Updated this week
- init to record my learning path of AI Infra, especially on inference.☆336Updated this week
- 🧠 Train a 64M-parameter LLM from scratch in just 2h!☆64,943Oct 27, 2026Updated last week
- LMCache: Supercharge Your LLM with the Fastest KV Cache Layer☆12,297Updated this week
- A Cloud Native Batch System (Project under CNCF)☆6,067Updated 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.
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,548Oct 20, 2026Updated 2 weeks ago
- 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程☆86,264Oct 13, 2026Updated 3 weeks ago
- ☆381Updated this week
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆8,920Updated this week
- Community maintained hardware plugin for vLLM on Huawei Ascend☆3,056Updated this week
- 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☆7,539Aug 28, 2026Updated 2 months ago
- LeaderWorkerSet & DisaggregatedSet: Kubernetes APIs for Distributed and Disaggregated AI Serving☆902Updated this week