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Fine-tuning in machine learning is the process of adapting a pre-trained model for specific tasks or use cases. It has become a fundamental deep learning technique, particularly in the training process of foundation models used for generative AI.
FINE-TUNE definition: 1. to make very small changes to something in order to make it work as well as possible: 2. to…. Learn more.
Fine-tuning is the process of taking a pretrained machine learning model and further training it on a smaller, targeted data set. The aim of fine-tuning is to maintain the original capabilities of a pretrained model while adapting it to suit more specialized use cases.
The meaning of FINE-TUNE is to adjust precisely so as to bring to the highest level of performance or effectiveness. How to use fine-tune in a sentence.
verb [ T ] uk / ˌfaɪnˈtʃuːn / us / ˌfaɪnˈtuːn / to make very small changes to something in order to make it work as well as possible: She spent hours fine-tuning her speech. SMART Vocabulary: related words and phrases. Correcting and mending. calibration. clean (someone/something) up. correction. fiddle (around) with something. fine-tune. mess.
FINE-TUNE meaning: 1. to make very small changes to something in order to make it work as well as possible: 2. to…. Learn more.
If you fine-tune something, you make very small and precise changes to it in order to make it as successful or effective as it possibly can be.
FINE-TUNING definition and meaning | Collins English Dictionary. Summary Definitions Synonyms Pronunciation Collocations Conjugations Sentences Grammar. Definition of 'fine-tuning' fine-tuning in British English. (ˌfaɪnˈtjuːnɪŋ ) noun. delicate adjustment. There's a lot of fine-tuning to be done yet. Collins English Dictionary.
Fine-tune definition: to tune (a radio or television receiver) to produce the optimum reception for the desired station or channel by adjusting a control knob or bar.. See examples of FINE-TUNE used in a sentence.
Definitions of fine-tune. verb. make fine adjustments or divide into marked intervals for optimal measuring. synonyms: calibrate, graduate. see more. verb. adjust finely. “ fine-tune the engine”. synonyms: tweak.
