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Show HN: ZSE – Open-source LLM inference engine with 3.9s cold starts

🚀 ZSE Revolution:
ZSE is an open-source LLM inference engine that solves the long-standing issues of memory efficiency and fast cold starts, allowing 32B models to run on just 19.3 GB VRAM and achieving a 3.9s cold start for 7B models, making it a game-changer for serverless and autoscaling use cases.
Its innovative .zse pre-quantized format enables rapid loading and seamless integration with existing infrastructure, providing unparalleled performance and efficiency.

3:05 am, February 26, 2026

guid

https://news.ycombinator.com/item?id=47160526

source_url

https://github.com/Zyora-Dev/zse

author_name

zyoralabs

id: 119
uid: E5FkW
insdate: 2026-02-26 03:05:05
title: Show HN: ZSE – Open-source LLM inference engine with 3.9s cold starts
additional: 🚀 ZSE Revolution:
ZSE is an open-source LLM inference engine that solves the long-standing issues of memory efficiency and fast cold starts, allowing 32B models to run on just 19.3 GB VRAM and achieving a 3.9s cold start for 7B models, making it a game-changer for serverless and autoscaling use cases.
Its innovative .zse pre-quantized format enables rapid loading and seamless integration with existing infrastructure, providing unparalleled performance and efficiency.
category: Hacker News
md5:
guid: https://news.ycombinator.com/item?id=47160526
source_url: https://github.com/Zyora-Dev/zse
updated:
image:
author_name: zyoralabs
author_link:
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