AI 基础知识 - GPU 架构、CUDA 编程、大模型基础及AI Agent 相关知识
☆1,042Apr 12, 2026Updated this week
Alternatives and similar repositories for AI-fundermentals
Users that are interested in AI-fundermentals are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 动手学机器学习☆33Feb 1, 2026Updated 2 months ago
- Kubernetes 动手教程☆15Dec 6, 2025Updated 4 months ago
- 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。☆6,678Dec 22, 2025Updated 3 months ago
- Kubernetes-native AI serving platform for scalable model serving.☆301Apr 9, 2026Updated last week
- kubectl plugin☆14Feb 25, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆20Mar 11, 2026Updated last month
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,071Updated this week
- LeaderWorkerSet: An API for deploying a group of pods as a unit of replication☆693Updated this week
- Heterogeneous GPU Sharing on Kubernetes☆3,257Updated this week
- 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☆16,574Sep 3, 2025Updated 7 months ago
- ☸️ Easy, advanced inference platform for large language models on Kubernetes. 🌟 Star to support our work!☆296Jan 26, 2026Updated 2 months ago
- Multi-Cluster application progressive delivery controller☆21Mar 23, 2026Updated 3 weeks ago
- 《使用云原生技术进行软件开发》课程课件☆28Aug 29, 2025Updated 7 months ago
- ☆349Updated this week
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 通过实验对比LLM推理中Prefill和Decoding阶段的吞吐量差异,揭示性能瓶颈,解释PD分离优化技术的原理。包含CUDA和Apple MPS (M系列芯片) 的测试脚本。☆21May 22, 2025Updated 10 months ago
- Automated deployment of large-scale sharding services on kubernetes.☆14Feb 27, 2024Updated 2 years ago
- Network monitoring & diagnosis suite for Kubernetes☆681Apr 9, 2026Updated last week
- Some common CUDA kernel implementations (Not the fastest).☆29Dec 5, 2025Updated 4 months ago
- Provides deploy scripts and CSI for Lustre.☆14Updated this week
- A workload for deploying LLM inference services on Kubernetes☆203Updated this week
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆10,217Apr 8, 2026Updated last week
- An eBPF kernel Observable Agent To Spy Performance Issue On OS.☆13Oct 31, 2025Updated 5 months ago
- All-in-one benchmarking platform for evaluating LLM.☆15Nov 12, 2025Updated 5 months 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.
- A Datacenter Scale Distributed Inference Serving Framework☆6,527Updated this week
- NVIDIA Inference Xfer Library (NIXL)☆970Updated this week
- Koupleless serving system.☆11Oct 11, 2025Updated 6 months ago
- An example of how to use the kubernetai plugin to do multicluster DNS-based service discovery☆10Nov 21, 2019Updated 6 years ago
- qwen2 and llama3 cpp implementation☆50Jun 7, 2024Updated last year
- 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)☆23,947Mar 12, 2026Updated last month
- Examples for little function modules in practices☆10Feb 25, 2023Updated 3 years ago
- sofa-ark-spring-guides☆14Apr 12, 2024Updated 2 years ago
- jenkins 教程☆13Apr 11, 2018Updated 8 years 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.
- This project is designed to simulate GPU information, making it easier to test scenarios where a GPU is not available.☆65Jan 9, 2026Updated 3 months ago
- Matrix Multiplication on GPU using Shared Memory considering Coalescing and Bank Conflicts☆26Aug 29, 2022Updated 3 years ago
- To better understand the ggml library☆28Jun 13, 2025Updated 10 months ago
- Prototypes and experiments for WG Device Management.☆15Apr 1, 2026Updated 2 weeks ago
- ☆12Feb 4, 2025Updated last year
- Supercharge Your LLM with the Fastest KV Cache Layer☆7,969Updated this week
- Kubernetes APIServer 高性能代理组件,代理 APIServer 的 List 请求,其它类型的请求会直接反向代理到原生 APIServer。 CKube 还额外支持了分页、搜索和索引等功能。 并且,CKube 100% 兼容原生 kubectl 和 ku…☆19Sep 16, 2022Updated 3 years ago