Apple Proposes Stepped MoE for Elastic 1-4B On-Device Models

Apple's Stepped MoE paper introduces a unified elastic architecture with sparse gating, letting one model scale between 1B and 4B parameters and outperform same-size dense models on-device.

2026-10-08 ~ 2026-10-09 · 2 related posts

• Apple's Stepped MoE: one model scales 1-4B parameters, beating dense counterparts — apple · 2026-10-08
• Stepped MoE paper: one model scales from 1B to 4B parameters, beating dense counterparts by 2-5% — pmttyji · 2026-10-09