My learning notes for ML SYS.
☆7,399Sep 20, 2026Updated this week
Alternatives and similar repositories for Awesome-ML-SYS-Tutorial
Users that are interested in Awesome-ML-SYS-Tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- slime is an LLM post-training framework for RL Scaling.☆8,532Updated this week
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆23,610Updated this week
- A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.☆5,170May 17, 2026Updated 4 months ago
- FlashInfer: Kernel Library for LLM Serving☆6,503Updated this week
- Open-source book with Modern CUDA Learn Notes for Beginners, includes FP16/BF16, FP8, HGEMM, FlashAttention, CuTe, etc.☆12,002Updated this week
- 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.
- SGLang is a high-performance serving framework for large language models and multimodal models.☆36,428Updated this week
- Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.☆2,987Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,658Updated this week
- Nano vLLM☆15,621Apr 26, 2026Updated 4 months ago
- Materials for learning SGLang☆893Jan 5, 2026Updated 8 months ago
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,793Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,044Sep 17, 2026Updated last week
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆7,483Updated this week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,512Aug 14, 2026Updated last month
- 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.
- Distributed Compiler and Optimized Parallel Kernels☆1,552Sep 18, 2026Updated last week
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,407Updated this week
- how to optimize some algorithm in cuda.☆3,290Sep 14, 2026Updated last 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☆4,061Updated this week
- 🚀 Efficient implementations for emerging model architectures☆5,792Updated this week
- Material for gpu-mode lectures☆6,653Sep 9, 2026Updated 2 weeks ago
- Democratizing Reinforcement Learning for LLMs☆5,838Sep 12, 2026Updated last week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆92,671Updated this week
- VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo☆2,225Updated this week
- 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.
- DeepGEMM: clean and efficient BLAS kernel library on GPU☆7,868Updated this week
- Large Language Model (LLM) Systems Paper List☆2,265Jul 25, 2026Updated 2 months ago
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆1,191Updated this week
- Tile-Based Runtime for Ultra-Low-Latency LLM Inference☆1,808Updated this week
- Ongoing research training transformer models at scale☆18,002Updated this week
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,349Updated this week
- Fast and memory-efficient exact attention☆25,011Updated this week
- A Datacenter Scale Distributed Inference Serving Framework☆8,155Updated this week
- ☆872Updated this week
- 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.
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆4,397Jul 25, 2025Updated last year
- 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。☆8,292Dec 22, 2025Updated 9 months ago
- Puzzles for learning Triton, play it with minimal environment configuration!☆749Mar 17, 2026Updated 6 months ago
- SGLang-Omni is a high-performance serving framework for audio models (TTS, ASR) and unified multimodal models.☆1,279Updated this week
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,452Nov 13, 2025Updated 10 months ago
- High Performance LLM Inference Operator Library☆1,168Sep 7, 2026Updated 2 weeks ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,300Updated this week