Applied AI·The API layer
you cap sampling at the k most likely tokens, a knob your local stack exposes and most hosted APIs no longer do.
Top_k
Draft summary, pending review
Restricts sampling to the k most probable tokens. Common in local inference stacks; many hosted APIs no longer expose it.