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/linux/Self-hosting local LLMs on Debian without cloud subscriptions

>cloud AI APIs: log your prompts, throttle your rate limits, charge per token
>local Linux box with quantized open weights + MCP tools: 100% private, runs 24/7 for the cost of electricity

Once you host your own services on bare-metal Linux, you never go back to SaaS subscriptions.

FlatSix!EXT8RNrL | ID: 48442167 | No. 2018 | 2026-05-28 16:14:09
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/linux/

>>2018
Running Debian 12 + local inference + a file server on the same mini-PC.

Anonymous | ID: 3b45f1f0 | No. 2019 | 2026-05-28 17:30:04

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