can it run
2.4 GB needed of 32 GB usable — headroom for context
32GB · Battlemage · model file 2.0GB · 3B
computed roofline: 608 GB/s × 0.60–0.78 efficiency window / 2.0GB (Q4_K_M) — bands, never points. Small models (under ~4.5B) run BELOW these bands — kernel-launch overhead keeps them from saturating bandwidth (measured against community medians, 09-06).
Community check: ~97 tok/s · 3-4B Q4 · 3 runs · below our band — expected for small models (kernel-launch overhead) — localmaxxing.com
→ Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs llama3.2 3B fully ($110)
→ rtx-3090 — the next step up from Intel Arc Pro B70 (Battlemage Pro)
→ every model the Intel Arc Pro B70 (Battlemage Pro) can run — full list
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