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How to choose the best Linux hardware for PC Building?
(linux-hardware.org)
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This only matters if you are running large models. If you stick with Mistral sized models you don't need nearly as much hardware.
These days, there are amazing "middle sized" models like Qwen 14B, InternLM 20B and Mistral/Codestral 22B that are such a massive step over 7B-9B ones you can kinda run on CPU. And there are even 7Bs that support a really long context now.
IMO its worth reaching for >6GB of VRAM if LLM running is a consideration at all.