▲ local intelligence

can it run

Can the RTX 3070 Laptop run kokoro 82M?

FULL

2.3 GB needed of 8 GB usable — headroom for context

8GB · Ampere GA104 · model file 0.3GB · 82M

~690–1100 tok/s

computed roofline: 448 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)

→ every model the RTX 3070 Laptop can run — full list

→explore the full catalog91 machines indexed · live prices · what each one can run
2026-10-01 · ← all models on the RTX 3070 Laptop · fit = weights + 4k KV vs usable memory