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Guide

5 articles tagged with “Guide”

An empty design studio at night, workstation screens dark, GPUs working

Oct 13, 20263 min read

Design and VFX Studios: Let Your Workstations Earn at Night

Studio and office workstations carry serious GPUs and work office hours. Here's how to run them as spot nodes on ParalonCloud overnight and at weekends, and have every one back by morning.

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A rack of GPU servers, part of it lit for the network and part held for internal use

Guides & Tutorials

Oct 11, 20264 min read

Sell Spare Data-Center GPU Capacity Without Losing Control

GPU clusters are sized for peaks. Here's how data centers and companies with their own GPUs can put the capacity between peaks to work on ParalonCloud, and take it back in two minutes when internal workloads need it.

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Rows of gaming PCs in an empty cafe at night, their GPUs working

Guides & Tutorials

Oct 9, 20264 min read

Gaming Cafe After Hours: Put Idle PCs to Work, Take Them Back Before Opening

A gaming cafe's PCs are idle every night. Here's how to run them as spot nodes on ParalonCloud, and pause the whole floor, or one row, with a single click before customers arrive.

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A gaming PC whose GPU earns while the owner is away

Guides & Tutorials

Oct 7, 20264 min read

Rent Out Your Gaming PC's GPU When You're Not Playing

Your gaming GPU sits idle most of the day. Here's how to rent it out on ParalonCloud while you're at work or asleep, and get it back in two minutes when you want to play.

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The Paralon capybara measuring a long glowing ribbon of tokens that fits neatly inside the memory of a large graphics card

Guides & Tutorials

Sep 29, 20267 min read

How Much VRAM Qwen3.8-27B Needs for Its Full 256k Context

Qwen3.8-27B is trained on 262,144 tokens of context, and a full-length request costs only about 9.3 GiB of KV cache in vLLM, because three layers in four keep no per-token cache at all. Here is the arithmetic, what we measured on a 96 GB card and a pair of 24 GB cards, a table from 24 to 96 GB, and why we would not stretch it to 1M with YaRN.

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