---
tags:
- kernels
- universal
---

> [!CAUTION]
> Starting from September 13, 2026, we will be removing the "model" type repositories of kernels (e.g., kernels-community/flash-attn3). Make sure you're using a latest version of kernels. If you face any disruption, please report them here: https://github.com/huggingface/kernels/issues/new.

These are kernels from the [GPUMODE](https://www.gpumode.com/v2/news) trimul competition written in Triton

The `kernel_mi300` ranked first for MI300, `kernel_a100` ranked first for A100, `kernel_b100` ranked second for B200, and `kernel_h100` ranked third for H100. These kernels are copied from the [trimul](https://github.com/arseniivanov/trimul) repository.

The `kernel_global` has the highest average ranking across all architectures, and was copied and adapted from the [gpumode-trimul](https://github.com/davidberard98/gpumode-trimul) repository.