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Local and Private AI
Local LLM Hardware Guide: How Much VRAM and RAM You Really Need
Work out the memory any local LLM needs: weights by quantization, KV cache for context, a sizing table from 3B to 120B, and how GPUs and Macs compare.
Oct 18, 2026
· 8 min read