local intelligence

can it run

Can the NVIDIA Titan V 12GB run FLUX schnell fp8?

NO

19.0 GB vs 12 GB usable — does not fit

12GB · Volta · model file 17GB · schnell fp8

~18–29 tok/s

computed roofline: 652.8 GB/s × 0.46–0.76 efficiency window / 17.0GB (Q4_K_M) — bands, never points.

Run FLUX schnell fp8 on instead

Tesla V100 32GB (used) — cheapest catalog machine that runs FLUX schnell fp8 fully ($640)

tesla-v100-32gb — the next step up from NVIDIA Titan V 12GB

every model the NVIDIA Titan V 12GB 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 Titan V 12GB · fit = weights + 4k KV vs usable memory