can it run
6.7 GB vs 5.5 GB usable — partial CPU offload, expect large speed loss With a q8 (quantized) KV cache it comes to the edge (5.7GB) — possible with modest context, at some quality cost.
~5.5GB usable · Intel UHD (iGPU) · model file 4.7GB · 7B
computed roofline: 38.4 GB/s × 0.15–0.45 efficiency window / 4.7GB (Q4_K_M) — bands, never points.
→ Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs llava 7B fully ($110)
→ every model the Intel UHD 620 (iGPU) can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run