local intelligence

can it run

Can the NVIDIA GeForce RTX 4070 Ti run kokoro 82M?

FULL

2.3 GB needed of 12 GB usable — headroom for context

12GB · Ada · model file 0.3GB · 82M

~770–1300 tok/s

computed roofline: 504 GB/s × 0.46–0.76 efficiency window / 0.3GB (Q4_K_M) — bands, never points.

Run kokoro 82M on instead

Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs kokoro 82M fully ($110)

rtx-4070-ti-super — the next step up from NVIDIA GeForce RTX 4070 Ti

every model the NVIDIA GeForce RTX 4070 Ti 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 GeForce RTX 4070 Ti · fit = weights + 4k KV vs usable memory