Llama 4 Uyasebenza

I-Llama 4 iyimodeli eyisisekelo ye-multimodal yomthombo ovulekile eqondiswe konjiniyela nabacwaningi, hhayi ithuluzi lokukhiqiza umbhalo kuphela. Ukwakheka kwayo kwe-multimodal komdabu kuhlanganisa ukucutshungulwa kombhalo, izithombe, amavidiyo nomsindo, kuyilapho imodeli yochwepheshe abaxubile (MoE) isetshenziselwa ukwakha izinhlobo zamamodeli ezinamakhono namasayizi ahlukahlukene.

Umkhiqizo uqondiswe ekuthuthukisweni kwezinhlelo ze-AI, ocwaningweni lwezemfundo, emaqenjini ezobuchwepheshe ezinkampani nakubadali abazimele, futhi usekela ukuthunyelwa kwasendaweni noma okuyimfihlo.

Imodeli isekela okokufaka komongo okufika cishe kuma-token ayizigidi ezingu-10, futhi ingasetshenziselwa ukuhlaziya amadokhumenti amade, ama-codebase nezinye izinto eziqhubekayo. Izinhlobo ezifana ne-Scout ne-Maverick zingakhethwa ngokuya ngezidingo ezihlukene zokuthunyelwa nemisebenzi.

Ngaphezu kwemisebenzi ye-multimodal, imibhalo iphinde iveze ukuthi i-Llama 4 iqiniswe ekucubunguleni ikhodi nasekucabangeni okunengqondo, futhi ingasetshenziselwa ukuhlaziya ikhodi, ukusiza ekuyihlelweni kabusha, ukufingqa okuqukethwe nokuqonda phakathi kwezinhlobo ezahlukene zemidiya. Imiphumela ethile izohluka kuye ngohlobo lwemodeli nendawo esebenza kuyo.

Onjiniyela bangasebenzisa i-Llama 4 njengemodeli eyisisekelo yezinhlelo ukuze bakhe imisebenzi edinga ukucutshungulwa kombhalo, izithombe nokunye okuqukethwe. Abacwaningi bangakwazi ukwenza izivivinyo ezigxile ekuhlanganisweni kwe-multimodal nasekwakhekeni kochwepheshe abaxubile.

Amaqembu ezobuchwepheshe ezinkampani angahlaziya amadokhumenti angaphakathi noma izinto zekhodi endaweni eyimfihlo; abadali bangayisebenzisela ukuhlela imibhalo emide, ukufingqa imibhalo yamavidiyo nokusiza ekucubunguleni okuqukethwe okuhlanganisa umbhalo nezithombe.

Ngaphambi kokuthunyelwa, kufanele kuqinisekiswe izidingo zememori yevidiyo, isitoreji nendawo yokwenza inference ngokuya ngohlobo olukhethiwe. Ukusekelwa kokusebenza kwasendaweni akusho ukuthi zonke izinhlobo zilungele amadivayisi ajwayelekile; umongo omude kakhulu nawo ungaholela ekusetshenzisweni okuphezulu kwezinsiza nasezindlekweni ezinkulu zokucubungula.

Imiphumela ephathelene nekhodi, amadokhumenti ezinkampani noma okuqukethwe kwe-multimedia kufanele iqinisekiswe ngesandla ngokuyiqhathanisa nemibhalo yokuqala, ikakhulukazi ukunaka ukunemba kwamaqiniso, ukukhethwa komongo nokuphathwa kolwazi olubucayi.