---
title: "Discussion on \"How to Install and Scale NVIDIA NeMo on Bare Metal\" | Hashnode"
description: "Discussion on \"How to Install and Scale NVIDIA NeMo on Bare Metal\". A step-by-step SRE blueprint to deploy NeMo via Docker, scale with Megatron-Core 3D parallelism, tune RLHF memory, and fix OOM errors."
url: "https://hashnode.com/posts/install-scale-nvidia-nemo-bare-metal-sre-guide/6af6e137b46d7596b78f245f"
---

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# [How to Install and Scale NVIDIA NeMo on Bare Metal](https://servermo.hashnode.dev/install-scale-nvidia-nemo-bare-metal-sre-guide?utm_source=hashnode&utm_medium=feed)

A step-by-step SRE blueprint to deploy NeMo via Docker, scale with Megatron-Core 3D parallelism, tune RLHF memory, and fix OOM errors.

12h ago · 8 min read · servermo.hashnode.dev  
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## Written by

[Jakson Tate](https://hashnode.com/@jakson-tate)

@jakson-tate

  
[View profile](https://hashnode.com/@jakson-tate)

Server Tech @ ServerMO ⚡ Managing 60K+ Bare Metal & GPU Servers

Hi! 👋 I'm Jakson, Server Technician @ ServerMO. I spend my days deep in the Linux terminal, fixing crazy server crashes, and rescuing enterprise customers from their tech nightmares. We build unthrottled Bare-Metal &amp; AI infrastructures. Let's talk tech!

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