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Gemma 4 E2B on an AMD MI300X: Which Weight Format Should You Serve?

This story is from 2026-10-08. It is preserved in the archive; the latest stories are on the live feed.

This article provides a step by step guide to serving ten weight formats of Gemma 4 E2B on one AMD Instinct MI300X through vLLM, with every build timed across a grid of request counts and prompt lengths on the same card, image and day. Every log, report and script is committed. On the MI300X, fp8 i…

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  1. 2026-10-08 15:59 · DEV Community — Machine Learning
    Gemma 4 E2B on an AMD MI300X: Which Weight Format Should You Serve?

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