can it run
5.4 GB needed of 8 GB usable — headroom for context
8GB · Polaris (GCN 4) · model file 4.9GB · distill 8B
computed roofline: 256 GB/s × 0.08–0.21 efficiency window / 4.9GB (Q4_K_M) — bands, never points.
→ Tesla P100 (16GB, used) — cheapest catalog machine that runs DEEPSEEK-R1 distill 8B fully ($135)
→ 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
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