Daria Soboleva

MoE at Scale: Making Sparse Models Fast on Real Hardware

October 22, 2026

MoE Math Demystified: What Does 8x7B Actually Mean?

October 06, 2026

Debugging Dead MoE Models: A Step-by-Step Guide

July 28, 2026

Router Wars: Which MoE Routing Strategy Actually Works

August 04, 2025

MoE Fundamentals: Sparse Models Are the Future

July 22, 2025

SlimPajama: A 627B token, cleaned and deduplicated version of RedPajam

June 09, 2023

To Bfloat or not to Bfloat? That is the Question! - Cerebras

January 30, 2023

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Performance comparisons are based on third-party benchmarking or internal testing. Observed inference speed improvements versus GPU-based systems may vary depending on workload, configuration, date and models being tested.

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Posts by Daria Soboleva | Cerebras