local intelligence

can it run

Can the NVIDIA Titan V 12GB run kokoro 82M?

FULL

2.3 GB needed of 12 GB usable — headroom for context

12GB · Volta · model file 0.3GB · 82M

~1000–1700 tok/s

computed roofline: 652.8 GB/s × 0.46–0.76 efficiency window / 0.3GB (Q4_K_M) — bands, never points.

Run kokoro 82M on instead

Tesla M60 (16GB, used) — cheapest catalog machine that runs kokoro 82M fully ($35)

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