local intelligence

can it run

Can the AMD Radeon RX 580 8GB run mistral 7B?

FULL

4.6 GB needed of 8 GB usable — headroom for context

8GB · Polaris (GCN 4) · model file 4.1GB · 7B

~5–13 tok/s

computed roofline: 256 GB/s × 0.08–0.21 efficiency window / 4.1GB (Q4_K_M) — bands, never points.

Run mistral 7B on instead

Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs mistral 7B fully ($110)

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