clean API wrappers for local agents

[quantnest]

A couple questions before I guess too hard. Do you see the same thing with a smaller batch or shorter prompt?

What worked for me was pretty simple. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at consumer GPUs. Once you know the plain path works, then add the faster path back in piece by piece.