Use Cases

What lower memory unlocks

Same bit-exact weights · Lower spend · More KV-cache headroom

Lower cloud inference spend

A smaller weight footprint can cut cloud GPU hours for the same workload at the same precision, which lowers the bill.

Try a sample .tic, or start a pilot for production deployment.