What is Fine-Tuning? Definition | AI Understanding

Itumọ

Ilọsiwaju ikẹkọ lori data-ašẹ kan pato lati ṣe atunṣe awoṣe ti a ti kọ tẹlẹ si iṣẹ-ṣiṣe kan pato.

Awọn ofin ti o jọmọ

Iṣatunṣe-Ṣiṣe-Tuning Fine daradara (PEFT)

Awọn ọna ti o ṣe adaṣe awọn awoṣe nipasẹ ikẹkọ ipin kekere ti awọn aye ti a ṣafikun.

Ṣiṣe atunṣe awoṣe daradara lori awọn orisii idahun-itọnisọna lati mu ilọsiwaju iṣẹ-ṣiṣe ti o tẹle.

Awoṣe Ipilẹ

Awoṣe ikẹkọ ti o tobi ti o le ṣe deede si ọpọlọpọ awọn iṣẹ-ṣiṣe ni isalẹ.

Ẹkọ Ilọsiwaju

Awọn isunmọ ikẹkọ ti o jẹ ki awoṣe jẹ ki ẹkọ lati inu data tuntun laisi gbagbe imọ iṣaaju.

Augmentation data

Awọn ilana ti o ṣẹda awọn apẹẹrẹ ikẹkọ ti a tunṣe lati mu ilọsiwaju gbogbogbo awoṣe.

Awọn ọna ti o gbe awoṣe ikẹkọ ni agbegbe kan lati ṣe daradara ni agbegbe miiran.

Kọ ẹkọ diẹ sii ninu awọn itọsọna ọfẹ wa

Fine-Tuning Rejection Sampling Fine-Tuning QLoRA and 4-Bit Fine-Tuning Self-Refine Iterative Output Improvement

Wo tun

Few-Shot Learning Feature Extraction Function Calling Feature Engineering GAN (Generative Adversarial Network)Feature Generalization False Positive

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