Qeexid
Distillation wuxuu ka wareejiyaa dhaqanka macallinka (moodel weyn) ilaa ardayga (moodel yar) isagoo isu ekaysiinaya itimaal jilicsan (soft probabilities), xaaladaha qarsoon, ama natiijooyinka la soo saaray — ee aan ahayn kaliya calaamadaha adag.
Si weyn ayaa loo isticmaalaa si loo geeyo kala-saareyaal degdeg ah, iyo si isbadalka loogu bilaabo dhisidda LLM-yo yar.
Si fudud
Shef weyn oo tababaraya bilaa-jir — bilaa-jirku wuxuu bartaa gaaban-gaabinta iyo xukunka dhadhanka, ee kama baran karo kaliya rasaasin buugga.
Halka aad ka aragto
- Moodellada aragga mobile-ka ee laga miiray CNN-yo waaweyn.
- Moodellada wada-hadalka yaryar ee lagu tababaray tusaalooyinka macallinka.
Sida ay u shaqeyso
1.Fuli macallinka
Ururi calaamadaha jilicsan ama raadraacyada.
2.Tababar ardayga
U ekaysii natiijooyinka macallinka iyo khasaaraha hawsha.
3.Geey ardayga
Jinjimaad iyo xusuus jaban.
Maxay muhiim u tahay
- Distillation waxay isku xirtaa moodellada baaritaanka waaweyn iyo xaddidaadaha production-ka.
Inta badan la khaldo
Ardaygu had iyo jeer wuxuu la mid yahay macallinka.
Ardaydu waxay isu ekaysiiyaan macallimiinta — ku fadhiya farqi awood ah.