LLM VRAM requirements: what fits on 8, 16, 24, 48 and 80GB

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2026-10-07 06:33:11

Have you ever found yourself stuck in this question: "will this model fit on my GPU?". A lot of us have. The honest answer is always "it depends on quantization and context length," which is true but not actually useful when someone just wants to know if their card can run the model they want to try. So here is the practical version. A real, tier-by-tier breakdown of what actually fits on the...

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