Instructions to use replicate/residual_rms with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Kernels
How to use replicate/residual_rms with Kernels:
# !pip install kernels from kernels import get_kernel kernel = get_kernel("replicate/residual_rms") - Notebooks
- Google Colab
- Kaggle
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.
Development
This kernel can be built using the the HF Kernel Builder using the following the commands.
Build
nix build .#bundle -L
Dev shell
nix develop -L
pytest tests
Publish
git remote add origin git@hf.co:kernels-community/residual_rms
git push -u origin main
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