My learning notes for ML SYS.
β6,225Apr 23, 2026Updated 3 weeks ago
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:
- πLeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginnersπ, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.πβ10,965May 3, 2026Updated last week
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Frameworkβ21,176Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.β27,516Updated this week
- FlashInfer: Kernel Library for LLM Servingβ5,580Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.β5,276Updated this week
- Virtual machines for every use case on DigitalOcean β’ AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- πA curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.πβ5,214Apr 20, 2026Updated 3 weeks ago
- slime is an LLM post-training framework for RL Scaling.β5,635Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asyβ¦β9,476May 7, 2026Updated last week
- Materials for learning SGLangβ815Jan 5, 2026Updated 4 months ago
- how to optimize some algorithm in cuda.β2,981May 8, 2026Updated last week
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.β5,170Updated this week
- Material for gpu-mode lecturesβ6,064Updated this week
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)β336Jan 5, 2025Updated last year
- Distributed Compiler based on Triton for Parallel Systemsβ1,421Apr 22, 2026Updated 3 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- π Awesome System for Machine Learning β‘οΈ AI System Papers and Industry Practice. β‘οΈ System for Machine Learning, LLM (Large Language Modβ¦β3,967Jul 25, 2025Updated 9 months ago
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernelsβ6,204Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabiliβ¦β4,046May 8, 2026Updated last week
- A high-throughput and memory-efficient inference and serving engine for LLMsβ79,733Updated this week
- Ongoing research training transformer models at scaleβ16,253May 8, 2026Updated last week
- Nano vLLMβ13,328Apr 26, 2026Updated 2 weeks ago
- Puzzles for learning Triton, play it with minimal environment configuration!β691Mar 17, 2026Updated last month
- Efficient Triton Kernels for LLM Trainingβ6,350Updated this week
- Production-tested AI infrastructure tools for efficient AGI development and community-driven innovationβ7,991May 15, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI β’ AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Fast and memory-efficient exact attentionβ23,736Updated this week
- π Efficient implementations for emerging model architecturesβ5,076Updated this week
- Official Repo for Open-Reasoner-Zeroβ2,091Jun 2, 2025Updated 11 months ago
- Large Language Model (LLM) Systems Paper Listβ1,973Updated this week
- A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.β4,150Mar 13, 2026Updated 2 months ago
- A Datacenter Scale Distributed Inference Serving Frameworkβ6,791Updated this week
- Disaggregated serving system for Large Language Models (LLMs).β808Apr 6, 2025Updated last year
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.β1,304Aug 28, 2025Updated 8 months ago
- FlashMLA: Efficient Multi-head Latent Attention Kernelsβ12,651Apr 30, 2026Updated 2 weeks ago
- Virtual machines for every use case on DigitalOcean β’ AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Simple RL training for reasoningβ3,856Dec 23, 2025Updated 4 months ago
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 π and reasoning techniques.β6,906Dec 17, 2025Updated 4 months ago
- DeepEP: an efficient expert-parallel communication libraryβ9,621Updated this week
- A throughput-oriented high-performance serving framework for LLMsβ957Mar 29, 2026Updated last month
- Reproduce R1 Zero on Logic Puzzleβ2,448Mar 20, 2025Updated last year
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scalingβ7,249Updated this week
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizatβ¦β13,604Updated this week