can it run
15.2 GB needed of 32 GB usable — headroom for context
32GB · RDNA3 · model file 14.6GB · 24B
computed roofline: 576 GB/s × 0.50–0.75 efficiency window / 14.6GB (Q4_K_M) — bands, never points.
→ Tesla M40 (24GB, used) — cheapest catalog machine that runs devstral 24B fully ($50)
→ Radeon AI PRO R9700 (32GB) — upgrade path machine
→ every model the Radeon PRO W7800 32GB can run — full list
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