local intelligence

can it run

Can the NVIDIA RTX A4500 run llama3.2 1B?

FULL

1.4 GB needed of 20 GB usable — headroom for context

20GB · Ampere · model file 1.3GB · 1B

~230–370 tok/s

computed roofline: 640 GB/s × 0.46–0.76 efficiency window / 1.3GB (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).

Run llama3.2 1B on instead

Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs llama3.2 1B fully ($110)

rtx-a5000 — the next step up from NVIDIA RTX A4500

every model the NVIDIA RTX A4500 can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the NVIDIA RTX A4500 · fit = weights + 4k KV vs usable memory