How to Run LLMs Locally Without Guessing Your GPU Budget
Start with Ollama, then budget for model weights, context, and concurrent requests before buying hardware or renting a cloud GPU. Continue reading on Medium »
Virticle Desk · Edited to Virticle Standards
October 9, 2026
4 minute read
The human is the plot.
In short: How to Run LLMs Locally Without Guessing Your GPU Budget
What moved
 7 min read Just now -- -- Press enter or click to view image in full size 
This cleared Virticle’s weekday bar because it looks consequential for someone who is not giving a keynote — not because it won a thread.
Why a human should care
Ask what default, power relation, or daily ritual actually changed. If the answer is still “a demo,” this would not ship on Friday either.
Source
Source → Medium · tag large-language-models
Weekday desk note. The Vertical on Friday remains the letter.
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