Model techniques map
Techniquesinference & servingreasoning control

specific method · filed under inference & serving

Inference-time reasoning budget control

A reasoning budget can be controlled at inference time, separately from choosing a reasoning mode or effort tier.

Also called inference-time budget control.

sources
3
models
2
lab adopt it
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strongest
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How sources treat it

One count per evidence span, weakest treatment to strongest.

optional 3used 1

Documented in

Evidence

4 spans quoted from the sources, strongest treatment first.

the Nemotron 3 models are trained to work with inference-time budget control

usedinference servingin Nemotron 3 familyNVIDIA

The regular and medium-effort reasoning modes have the option to be used in conjunction with inference-time budget control.

optionalunclearin Nemotron 3 UltraNVIDIA

The regular and medium-effort reasoning modes have the option to be used in conjunction with inference-time budget control.

optionalinference servingin Nemotron 3 UltraNVIDIA

Supports inference time reasoning budget control.

optionalinference servingin Nemotron 3 UltraNVIDIA

Filed alongside

Other methods under inference & serving :: reasoning control.