local intelligence

can it run

Can the NVIDIA H100 80GB PCIe run llama3.2 3B?

FULL

2.4 GB needed of 80 GB usable — headroom for context

80GB · Hopper · model file 2.0GB · 3B

~470–770 tok/s

computed roofline: 2039 GB/s × 0.46–0.76 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).

Run llama3.2 3B on instead

Tesla M60 (16GB, used) — cheapest catalog machine that runs llama3.2 3B fully ($35)

rtx-pro-6000 — the next step up from NVIDIA H100 80GB PCIe

every model the NVIDIA H100 80GB PCIe can run — full list

explore the full catalog90 machines indexed · live prices · what each one can run
2026-09-24 · ← all models on the NVIDIA H100 80GB PCIe · fit = weights + 4k KV vs usable memory