---
title: ShellElastic
emoji: 🐚
colorFrom: red
colorTo: yellow
sdk: static
pinned: true
short_description: "Scalable elastic pretraining: checkpoints and data"
tags:
- elastic-models
- foundation-models
- hyperparameter-transfer
- maximal-update-parameterization
- pretraining
---

The landing page of ShellElastic: Scalable Elastic Pretraining with Simultaneous Maximal Updates and Hyperparameter Transfer. It links the checkpoints and the data of the [paper](https://arxiv.org/pdf/2610.15124).