---
author: "Umesh Malik"
canonical: "https://umesh-malik.com/blog/tag/speculative-decoding"
description: "Explore articles tagged with Speculative Decoding by Umesh Malik — AI Engineer, LLM & GenAI Developer. Learn Speculative Decoding best practices, practical tips, and in-depth guides."
title: "Umesh Malik's Blog - Speculative Decoding Articles | Speculative Decoding Tutorials"
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# Speculative Decoding

1 article

 [![Muse Glimmer 30B memory ladder showing 55GB at full precision shrinking to under 20GB with 4-bit K-Quant compression](https://umesh-malik.com/blog/run-muse-glimmer-30b-locally-cover.png)

AI Coding Agents & DX • Aug 11, 2026

### Run Muse Glimmer 30B locally: 55GB shrinks to under 20GB

How to run Muse Glimmer 30B locally: the K-Quant setup that fits a single 24GB GPU, the drafter model that triples decode speed, and where it breaks.

8 min read

Read more →](https://umesh-malik.com/blog/run-muse-glimmer-30b-locally)