local intelligence

can it run

Can the AMD Radeon RX 7900 XTX run DEEPSEEK-R1 distill 32B?

TIGHT

21.0 of 24 GB usable — keep context modest

24GB · RDNA3 · model file 20GB · distill 32B

~24–36 tok/s

computed roofline: 960 GB/s × 0.50–0.75 efficiency window / 20.0GB (Q4_K_M) — bands, never points.

Community check: ~44 tok/s · 30-33B Q4 · 9 runs · just above our band (25% over the high edge) — localmaxxing.com

Run DEEPSEEK-R1 distill 32B on instead

Mac mini M4 (32GB) — cheapest catalog machine that runs DEEPSEEK-R1 distill 32B fully ($999)

rtx-3090 — the next step up from AMD Radeon RX 7900 XTX

every model the AMD Radeon RX 7900 XTX 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 7900 XTX · fit = weights + 4k KV vs usable memory