Qeexid
Transfer learning waxay hore u tababartaa hawl isha weyn (ImageNet, qoraal internetka), ka dibna waxay ku habboodhaa hawl bartilmaameed ah iyadoo la adeegsanayo fine-tuning ama soo-saarista sifooyinka.
Waa sababta AI-ga casriga ahi u shaqeeyo isaga oo leh xog summaysan oo xaddidan — oo ay ku jirto luqadaha khayraadka yar.
Si fudud
Barashada piano-du waxay ka dhigtaa barashada aaladda kale mid dhaqso badan. Transfer learning waa u wareejinta xirfaddaas shabakadaha neerongyada.
Halka aad ka aragto
- BERT/GPT oo hore lagu tababaray qoraal internetka, ka dibna la fine-tune gareeyay kala-soocidda.
- Moodeelada vision-ka oo hore lagu tababaray ImageNet loona diyaariyay sawirrada caafimaadka.
- Moodeelada luqadaha badan oo loo habeeyay NLP-ga Soomaaliga.
Sida ay u shaqeyso
1.Hore u tababar
Baro matalaadyo guud oo xog weyn ah.
2.U habboodhi
Fine-tune ama qariba backbone-ka oo tababar head cusub.
3.Qiimee
Xaqiiji horumarka gudaha domain-ka bartilmaameedka ah.
Maxay muhiim u tahay
- Transfer learning waa habka caadiga ah ee barashada qoto-dheer ee wax-qabadka maanta.
Inta badan la khaldo
Transfer learning iyo fine-tuning ma xiriir laha.
Fine-tuning waa habka ugu caansan ee lagu sameeyo transfer learning.