Kernels
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---
license: apache-2.0
tags:
- kernels
---

> [!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.

## Residual RMS for ROCM

Residual RMS kernels from [residual_rms](https://github.com/huggingface/hf-rocm-kernels).

# Development

This kernel can be built using the the [HF Kernel Builder](https://github.com/huggingface/kernel-builder) using the following the commands.

## Build

```bash
nix build .#bundle -L
```

### Dev shell

```bash
nix develop -L
pytest tests
```

## Publish

```bash
git remote add origin git@hf.co:kernels-community/residual_rms
git push -u origin main
```