Ingqungquthela ye-2023 AI Network Innovation ibanjelwe e-Beijing Intelligent Network Imodeli kuma-BB, ama-zte cable Product Model Personal I-New Net the Direc Ikhwalithi ye-OUTRION ENTREACT ENTUSH, futhi usebenzise imodeli enkulu kunethiwekhi yenethiwekhi yenethiwekhi.
ULu Jianguo uthe ubuchwepheshe obuningi obubalulekile, obunjenge-AI enika amandla, amawele edijithali ne-drive drive, kuzosekela izinga lobuhlakani benethiwekhi ye-self-intelligence kusuka ku-L4 kuya ku-L5, bese wenza inethiwekhi ye-self-intelligence ukuthi iqhubeke nokubonisa ubuhlakani. Phakathi kwalabu buchwepheshe ababalulekile, i-AI iyinjini ebaluleke kakhulu, futhi amamodeli amakhulu angukhiye kubuchwepheshe be-AI.
Endlela yokusebenzisa imodeli enkulu kwinethiwekhi ye-Self-intelligence, uLu Jianguo wethula ukuthi imodeli enkulu inekhono lokuphehla kakhulu futhi lingakhipha ngokushesha inani elikhulu lezinhlelo. Ukuze uthole imisebenzi yenethiwekhi yezobuhlakani enjalo isidingo sokusebenzisa inani elikhulu lezinyathelo zokusebenza, ezilingana nendawo ephezulu yokuthola ikhambi eliphakeme, isixazululo esikhulu sezinqubo ezijwayelekile, i-polynomial) enjengezixazululo ezifanele, zisondela ngokushesha kwikhambi elifanele. Kodwa-ke, yize amamodeli amakhulu akhiqiza amacebo amaningi, kunzima ukuqinisekisa ukuthi lezi zinhlelo zilusizo. Noma amamodeli amakhulu anekhono elithile lokucabanga, asadinga ukungenelela komuntu lapho esebenzelana nomqondo oyinkimbinkimbi. Ukuze uxazulule le nkinga, i-ZTE iphakamisa ukuhlanganisa isipiliyoni sesazi enqubweni yokuqeqeshwa kwangaphambili kwangaphambi kokuqeqeshwa kanye nokucinina okuhle kwemodeli ukwakha i-iteration evaliwe. Ngale ndlela, ukuguqulwa okubushelelezi kusuka ekufundeni okubhaliwe kwencwadi ebhaliwe ekufundeni okuqiniswa kwamathuluzi kungenziwa, okungenza ukuthi kusetshenziswe ngempumelelo amandla okuphehla ukukhiqizwa kwamamodeli amakhulu ngakolunye uhlangothi, ngakolunye uhlangothi, aqinisekise ukuthi uhlelo olukhiqizwayo lokuxilonga lunembile futhi luthembekile. Kulesi sikimu, kuyisixhumanisi esibalulekile sokwakha imephu yolwazi lwesondlo ehlanganiswe nobunjiniyela bolwazi. Isizukulwane sohlelo lwe-Flyheel lweDatha lususelwa kumephu yolwazi yokusebenza kanye nokulungiswa kwemephu, ukuze ugweme ukukhohlisa okuyisibonelo futhi uqinisekise ukuthembeka nokunemba kohlelo lwesizukulwane. Le ndlela esekwe ku-Graphing-based ingahlanganisa kangcono isipiliyoni sochwepheshe kanye namakhono wesizukulwane semodeli ukuhlinzeka ngezisombululo ezithembekile.
Ukuze uthole ukwakheka kwe-logic yesicelo semodeli enkulu, uLu Jianguo uphinde wethula ukuthi i-ZTE izokwamukela indlela evuthiwe evuthiwe ye-loop esuselwa kubunjiniyela obusheshayo. Umongo wokuklama ukuthatha inkulumo ehlelekile yolimi lwabantu (ithempulethi esheshayo) njengokufaka, khiqiza okukhishwayo okuhlelekile (uhlelo lokuhleleka) ngemodeli enkulu, bese ekugcineni uhlanganisa ukwenziwa kwezinto ezisebenzayo zohlaka lwesicelo. Ukuze ubone lo mqondo ongenhla, i-ZTE izokwenza amalungiselelo obuchwepheshe avela ezicini eziningi, njenge-evolution ye-multi-modal evolution, ekwakheni imvelo ye-atholi ye-apificial api corpus, ne-atomic apin corpus Reserve / kanye ne-athomathi ye-auto ezenzakalelayo yecala, kanye nokulungiselela kwamathuluzi.
ULu Jianguo wagcina wathi inani eliyinhloko lemodeli enkulu lisemandleni ayo avela, okungukuthi, lingakhiqiza okusha ngokuhlanganisa ulwazi olukhona. Kodwa-ke, ukugcwaliseka kwaleli umthamo ovelayo kuncike ekukhiqizweni kwekhwalithi ephezulu, ukwamukelwa, kanye nezulu. Umjikelezo omuhle wedatha uyinto enqumayo.
Isikhathi sePosi: Nov-20-2023