A curated list of resources for learning and exploring Triton, OpenAI's programming language for writing efficient GPU code.
☆501Mar 10, 2025Updated last year
Alternatives and similar repositories for triton-resources
Users that are interested in triton-resources are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository is a curated collection of resources, tutorials, and practical examples designed to guide you through the journey of mast…☆508Feb 22, 2025Updated last year
- Cataloging released Triton kernels.☆314Sep 9, 2025Updated last year
- Puzzles for learning Triton☆2,641Apr 1, 2026Updated 6 months ago
- My submission for the GPUMODE/AMD fp8 mm challenge☆29Jun 4, 2025Updated last year
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆372Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- GPU Kernels☆231Apr 27, 2025Updated last year
- 100 days of building GPU kernels!☆633Apr 27, 2025Updated last year
- A repository to unravel the language of GPUs, making their kernel conversations easy to understand☆216Jun 1, 2025Updated last year
- Learnings and programs related to CUDA☆437Jun 29, 2025Updated last year
- A 120-day CUDA learning plan covering daily concepts, exercises, pitfalls, and references (including “Programming Massively Parallel Proc…☆962Mar 29, 2025Updated last year
- GPU programming related news and material links☆2,379Jun 15, 2026Updated 4 months ago
- Fast low-bit matmul kernels in Triton☆488Oct 1, 2026Updated 2 weeks ago
- Learn CUDA with PyTorch☆507Oct 3, 2026Updated 2 weeks ago
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆605Aug 14, 2026Updated 2 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.
- Minimalistic 4D-parallelism distributed training framework for education purpose☆2,325Aug 26, 2025Updated last year
- Triton Compiler related materials.☆46Mar 16, 2026Updated 7 months ago
- EquiTriton is a project that seeks to implement high-performance kernels for commonly used building blocks in equivariant neural networks…☆76May 25, 2026Updated 4 months ago
- Fastest kernels written from scratch☆629Aug 15, 2026Updated 2 months ago
- Automatic differentiation for Triton Kernels☆29Aug 12, 2025Updated last year
- A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.☆965Updated this week
- ☆363Updated this week
- ☆450Apr 10, 2025Updated last year
- Efficient Triton Kernels for LLM Training☆6,663Updated 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.
- ☆102Updated this week
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆119Aug 4, 2026Updated 2 months ago
- PTX-Tutorial Written Purely By AIs (Deep Research of Openai and Claude 3.7)☆66Mar 24, 2025Updated last year
- Write a fast kernel and see how you compare against the best humans and AI on gpumode.com☆114Updated this week
- ☆15Feb 23, 2025Updated last year
- Distributed Compiler and Optimized Parallel Kernels☆1,569Sep 18, 2026Updated 3 weeks ago
- EleutherAI ML Performance reading group repository (slides, meeting recordings, annotated papers)☆37Mar 20, 2026Updated 6 months ago
- DeeperGEMM: crazy optimized version☆85May 5, 2025Updated last year
- in this repository, i'm going to implement increasingly complex llm inference optimizations☆86May 22, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Hand-Rolled GPU communications library☆95Nov 25, 2025Updated 10 months ago
- 🚀 Efficient implementations for emerging model architectures☆5,939Updated this week
- A Quirky Assortment of CuTe Kernels☆1,176Updated this week
- Collection of kernels written in Triton language☆200Jan 27, 2026Updated 8 months ago
- A curated resource list for learning AI performance engineering, from GPU fundamentals to production inference.☆4,197Sep 12, 2026Updated last month
- Efficient implementation of DeepSeek Ops (Blockwise FP8 GEMM, MoE, and MLA) and Distributed Ops (All2All, GEMM-RS, AG-GEMM) for AMD Insti…☆80Feb 11, 2026Updated 8 months ago
- ☆32Jul 2, 2025Updated last year