can it run
1.1 GB needed of 8 GB usable — headroom for context
8GB · Pascal (laptop) · model file 1.0GB · 1B
computed roofline: 256.3 GB/s × 0.28–0.50 efficiency window / 1.0GB (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).
→ Tesla M60 (16GB, used) — cheapest catalog machine that runs gemma3 1B fully ($35)
→ every model the GTX 1070 Mobile can run — full list
→explore the full catalog91 machines indexed · live prices · what each one can run