▲ local intelligence

can it run

Can the AMD Radeon RX 570 4GB run DEEPSEEK-R1 distill 7B?

OFFLOAD PARTIAL

4.9 GB vs 4 GB usable — partial CPU offload, expect large speed loss

4GB · Polaris (GCN 4) · model file 4.7GB · distill 7B

~3.8–10 tok/s

computed roofline: 224 GB/s × 0.08–0.21 efficiency window / 4.7GB (Q4_K_M) — bands, never points.

Run DEEPSEEK-R1 distill 7B on instead

→ Tesla M60 (16GB, used) — cheapest catalog machine that runs DEEPSEEK-R1 distill 7B fully ($35)

→ rx-580-8gb — the next step up from AMD Radeon RX 570 4GB

→ every model the AMD Radeon RX 570 4GB can run — full list

→explore the full catalog91 machines indexed · live prices · what each one can run
2026-10-01 · ← all models on the AMD Radeon RX 570 4GB · fit = weights + 4k KV vs usable memory