can it run
3.8 GB needed of 5.5 GB usable — headroom for context
~5.5GB usable · Intel UHD (iGPU) · model file 3.3GB · 4B
computed roofline: 38.4 GB/s × 0.15–0.45 efficiency window / 3.3GB (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).
→ Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs gemma3 4B fully ($110)
→ every model the Intel UHD 620 (iGPU) can run — full list
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