fine tuning
Small careful tweaks
Fine tuning is making small, precise adjustments to optimize performance.
A musician fine tunes an instrument; an engineer fine tunes an engine.
In machine learning, fine tuning means taking a pretrained model and training it further on specialized data: The model was fine tuned on medical texts.
The verb is usually hyphenated: fine-tune.
- calibrationAdjusting for measurement accuracy
- adjustmentAlteration to improve fit
- improvementPositive change in quality
- tweakingSlight adjustment process
- dialing inPerfecting through incremental adjustment
optimization · regularization · hyperparameters · correction · backpropagation · learning rate · overfitting · enhancement · epochs · training · precision · perfecting · getting it right · oscillator · neural networks · frequency modulation · polishing · alignment
- music expressionsmusic to my ears, play it by ear, strike a chord, play second fiddle, in harmony
- cosmologybig bang, Big Bang, big bang theory, universe, dark matter
- Analog TVcathode ray tube, CRT, tube TV, rabbit ears, VHF
- cosmic mysteriesdark matter, dark energy, black holes, Big Bang, cosmic inflation
- origins debatecreationism, evolution, intelligent design, creation science, Darwinism
- radio controlsvolume knob, power button, bass control, treble control, mute button
fine tuningcomplete overhaul
radical transformation · major overhaul · tearing down · gutting · revolutionary change
fine tuningstarting from scratch
scrapping · demolition · abandonment · starting over · tabula rasa
tune, refined, refine, tuning, unrefined, refining, refinement, tuner, fineness