Is it that silly? You could run multiple 27B models in parallel.

peri-cl · 2026-09-21T16:49:22 1790009362

You actually don't need more RAM to batch multiple inference tasks of the same model.

(Each task needs its own context, but the (e.g.) 27B of constant parameters isn't duplicated).

orsorna · 2026-09-21T19:22:31 1790018551

You definitely need more RAM if you are not satisfied with small context windows, especially if the weights take a large % of the total memory to boot.