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Self-hosting LLMs on budget hardware: general principles, hardware, benchmarks and frontends

This story is from 2026-08-26. It is preserved in the archive; the latest stories are on the live feed.

Hello, I've been self-hosting LLMs on various budget hardware for a while (6x RTX 3060 12 GB, Intel Arc Pro B60 24 GB, RX 9070 XT, etc). Over the last few months, I wrote about it in 4 articles: General principles Hardware and inference optimization CPU+RAM offloading, MoE, prefill speed and benchm…

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  1. 2026-08-26 17:41 · r/LocalLLaMA
    Self-hosting LLMs on budget hardware: general principles, hardware, benchmarks and frontends

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