local intelligence

can it run

Can the AMD Radeon RX 580 8GB run gemma3 27B?

NO

18.9 GB vs 8 GB usable — does not fit

8GB · Polaris (GCN 4) · model file 17GB · 27B

~1.2–3.2 tok/s

computed roofline: 256 GB/s × 0.08–0.21 efficiency window / 17.0GB (Q4_K_M) — bands, never points.

Run gemma3 27B on instead

Mac mini M4 (32GB) — cheapest catalog machine that runs gemma3 27B fully ($999)

rtx-3060-12 — the next step up from AMD Radeon RX 580 8GB

every model the AMD Radeon RX 580 8GB can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the AMD Radeon RX 580 8GB · fit = weights + 4k KV vs usable memory