Official Problem Sets / Reference Kernels for the GPU MODE Leaderboard!
☆310Sep 18, 2026Updated this week
Alternatives and similar repositories for reference-kernels
Users that are interested in reference-kernels are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆181Updated this week
- Write a fast kernel and see how you compare against the best humans and AI on gpumode.com☆114Updated this week
- GPU programming related news and material links☆2,335Jun 15, 2026Updated 3 months ago
- Efficient implementation of DeepSeek Ops (Blockwise FP8 GEMM, MoE, and MLA) for AMD Instinct MI300X☆80Feb 11, 2026Updated 7 months ago
- kernelboard is the webapp for https://www.gpumode.com☆19Sep 11, 2026Updated last 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.
- A Quirky Assortment of CuTe Kernels☆1,151Updated this week
- ☆19Jun 6, 2025Updated last year
- Cataloging released Triton kernels.☆312Sep 9, 2025Updated last year
- Learn CUDA with PyTorch☆483Updated this week
- Personal solutions to the Triton Puzzles☆22Jul 18, 2024Updated 2 years ago
- Quantized LLM training in pure CUDA/C++.☆257Aug 31, 2026Updated 3 weeks ago
- Row-wise block scaling for fp8 quantization matrix multiplication. Solution to GPU mode AMD challenge.☆19Feb 9, 2026Updated 7 months ago
- ☆202Aug 9, 2026Updated last month
- ☆24Updated this week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)☆1,253Mar 24, 2026Updated 5 months ago
- GPU kernel benchmarking☆48Jun 10, 2026Updated 3 months ago
- Ship correct and fast LLM kernels to PyTorch☆155Jan 14, 2026Updated 8 months ago
- Tile primitives for speedy kernels☆3,724Sep 12, 2026Updated last week
- Unified tracing profiler and visualizer, one timeline from CPU to GPU/HES to in-kernel zones☆148Sep 12, 2026Updated last week
- FlashInfer Bench @ MLSys 2026: Building AI agents to write high performance GPU kernels☆183Apr 26, 2026Updated 4 months ago
- ☆51Aug 17, 2026Updated last month
- My submission for the GPUMODE/AMD fp8 mm challenge☆29Jun 4, 2025Updated last year
- FlashInfer: Kernel Library for LLM Serving☆6,482Updated this week
- 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.
- ☆47Aug 16, 2026Updated last month
- Github mirror of trition-lang/triton repo.☆196Updated this week
- Triton-based Symmetric Memory operators and examples☆111May 15, 2026Updated 4 months ago
- Code for the 9/6 Hackathon☆59Sep 9, 2025Updated last year
- CUDA kernels for linear attention variants, written in CuTe DSL and CUTLASS C++.☆549Updated this week
- Fast and Furious AMD Kernels☆470Updated this week
- AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming☆202Updated this week
- Super fast FP32 matrix multiplication on RDNA3☆92Mar 30, 2025Updated last year
- This repository contains companion software for the Colfax Research paper "Categorical Foundations for CuTe Layouts".☆145Aug 15, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Puzzles for learning Triton☆2,607Apr 1, 2026Updated 5 months ago
- AI Tensor Engine for ROCm☆565Updated this week
- Fastest kernels written from scratch☆624Aug 15, 2026Updated last month
- Helpful kernel tutorials, examples and SKILLs for tile-based GPU programming☆815Updated this week
- Distributed MoE in a Single Kernel [NeurIPS '25]☆291May 5, 2026Updated 4 months ago
- ☆171Dec 27, 2024Updated last year
- A pure-Python implementation of the Nvidia CuTe layout algebra intended to be approachable and easy to learn.☆245Jun 29, 2026Updated 2 months ago