How much RAM does a local LLM need on a Mac? Measurements on 16 GB and a 16–128 GB sizing table

Weights + context + macOS: my measurements of Qwen 3.5 and Gemma 4 on a MacBook M5 16 GB, KV cache math for 8B–70B, and what fits into 16–128 GB.