I-Google ihlale iphambili ocwaningweni lwe-AI, isebenzisa izinsiza zayo ezinkulu futhi isebenzisa isibalo esikhulu sonjiniyela abanekhono eliphezulu. Kodwa-ke, mayelana namamodeli olimi, imizamo ye-Google ifike sekwephuzile emdlalweni.
Njengoba i-tech giant iMicrosoft isivele izuza ebudlelwaneni obuthela izithelo ne-OpenAI, i-Google yayingenakho enye indlela ngaphandle kokubamba iqhaza.
Engqungqutheleni ye-Google I/O yalo nyaka, inkampani imemezele impendulo yayo emjahweni wezikhali we-AI okhiqizayo: i-PaLM 2. Ingabe le modeli entsha izokala ekusebenzeni eduze ne-OpenAI's GPT-4?
Iyini i-PALM 2?
I-Google iyachaza Isiqephu 2 njengemodeli yolimi yesimanjemanje eyenza ngcono imodeli yabo ye-PaLM ekhona eyamenyezelwa okokuqala ngo-2022. Ngokufanayo nezinye izinhlobo zezilimi, i-PaLM 2 iyakwazi ukwenza imisebenzi ehlukahlukene yokukhiqiza umbhalo njenge-PaLM iyakwazi ukwenza imisebenzi eminingi eyahlukene. , okuhlanganisa ukuphendula imibuzo, ukuhumusha umbhalo, ukukhiqiza ikhodi, nokunye okuningi.
Ukuhlolwa kubonise ukuthi i-PaLM 2 isivele ibonisa ukuthuthukiswa okuphawulekayo, idlula imodeli ye-PaLM ngenkathi isebenzisa inombolo ephansi kakhulu yemingcele.
I-PaLM 2 iwumndeni wamamodeli
Njengezinye izinhlobo zezilimi, iphrojekthi ye-PaLM 2 empeleni iwumndeni wamamodeli ahluka ngosayizi. I-Google izohlinzeka ngemodeli ye-PaLM 2 ngosayizi abane: I-Gecko, i-Otter, i-Bison, ne-Unicorn.
Ukuhlukahluka kosayizi kwenza kube lula ukufaka i-PaLM 2 ezimweni ezihlukahlukene zokusetshenziswa. Isibonelo, imodeli yeGecko ilula ngokwanele ukuthi yonke imodeli ingangena kudivayisi yeselula futhi isebenze nokungaxhunyiwe ku-inthanethi.
I-PaLM 2's Training Dataset
Esinye sezici ezibaluleke kakhulu zemodeli yolimi eyimpumelelo yile isethi yedatha yokuqeqeshwa. Isethi yedatha yokuqeqeshwa kufanele yehluke ngokwanele ukuvumela imodeli ukuthi ibe nokuqonda okujulile kwesihloko esiklanyelwe sona.
Kumamodeli olimi amakhulu (LLMs), ngokuvamile asikho isihloko esithile imodeli okufanele iziqeqeshe ngayo. Ama-LLM esikhundleni salokho akhiwe ukuze abe amamodeli enhloso ejwayelekile okufanele afanele ukwenza imisebenzi eminingi. Lawa mamodeli asebenzisa amasethi edatha ombhalo amakhulu athwebula ingxenye enkulu yewebhu kanye nezinto eziyisethenjwa ezishicilelwe, izincwadi, kanye nekhodi yomthombo.
Umehluko omkhulu phakathi kwedathasethi yokuqeqeshwa kwe-PaLM 2 namanye amamodeli ukufakwa kwephesenti eliphezulu ledatha okungeyona eyesiNgisi. Ngokusho kwabo umbiko wezobuchwepheshe, ukwandisa idathasethi ukuze ifake imibhalo okungeyona eyesiNgisi kuveza imodeli ezilimini ezibanzi namasiko.
Imodeli ye-PaLM 2 nayo yaqeqeshwa ngedatha efanayo yezilimi eziningi ukuze isize imodeli ithole ikhono lokuhumusha isuka kolunye ulimi iye kolunye. Idatha ihlanganisa amapheya ombhalo lapho okufakiwe okukodwa kungesiNgisi kanti okunye kuwumbhalo ofanayo ngolunye ulimi.
Ithebula elingenhla libonisa ukusatshalaliswa kolimi kwemibhalo yewebhu enezilimi eziningi esetshenziswa ukuqeqesha i-PaLM 2.
I-PaLM 2 Izici Eziyinhloko
Nazi ezinye zezindawo eziyinhloko i-PaLM 2 ehamba phambili kuzo uma kuqhathaniswa nezinye izinhlobo zezilimi.
Ukubonisana
Idathasethi ye-PaLM 2 ihlanganisa imithombo efana namaphepha esayensi nokuqukethwe kwewebhu okunezinkulumo zezibalo. Lokhu kunikeza imodeli amakhono athuthukisiwe kuzibalo, ukucabanga ngomqondo ojwayelekile, kanye nokunengqondo.
Abacwaningi bahlole amakhono okucabanga ezibalo emodeli esikoleni sebanga kanye nemibuzo yezibalo zesikole samabanga aphezulu lapho ikhombisa khona imiphumela eqhathanisekayo namandla ezibalo e-GPT-4.
Ukubhala ngekhodi
Idatha yokuqeqeshwa kwe-PaLM 2 iphinde inikeze amandla okukhiqiza ikhodi ngezilimi ezihlukahlukene zokuhlela. Ithimba le-PALM 2 lidale imodeli ye-PaLM 2 ebhalwe ngekhodi ebizwa nge-PaLM 2-S* eyaqeqeshwa kudathasethi yekhodi esindayo yezilimi eziningi.
Akukhona nje ukuthi imodeli iyakwazi ukwenza amakhodi, kodwa iyakwazi nokusingatha imisebenzi ebandakanya izilimi eziningi. Isibonelo, ungacela i-PaLM 2 ukuthi idale umsebenzi wokuhlunga wePython owengeza amazwana omugqa ngomugqa ngeSpanishi.
Izilimi eziningi
Njengoba imodeli yaqeqeshwa kudathasethi ehlanganisa izilimi ezingaphezu kwe-100, i-PaLM 2 ibonisa ubungoti bokuqonda, ukukhiqiza, nokuhumusha umbhalo ezilimini eziningi.
Ukuhlola izilimi eziningi, abacwaningi bahlole imodeli ekuhlolweni okuhlukahlukene kokwazi ulimi ngezilimi ezahlukene. Imiphumela ibonisa ukuthi akukhona nje ukuthi i-PaLM 2 ayenzi i-PaLM kuphela kodwa futhi izuze ibanga lokuphasa kuzo zonke izilimi ezihlolisisiwe.
I-PaLM 2 iphinde ikhombise amandla ayo ezilimi eziningi ngekhono layo lokuqonda izisho ngezilimi ezahlukene, ichaza amahlaya, ilungise amaphutha, futhi ingafunda ngisho nokuguqula umbhalo osemthethweni ube yingxoxo yezwi.
I-PaLM 2 Inika Amandla Imikhiqizo ye-Google
I-Google isivele isebenzisa intuthuko ye-PaLM 2 ngokuhlanganisa imodeli neminye imikhiqizo.
Bard
Ikhono lemodeli lokusingatha imisebenzi yezilimi eziningi manje selinika amandla i-Google Ukuhlolwa kwe-Bard njengoba inabela emazweni nasezifundeni ezingaphezu kuka-180.
U-Bard manje usesebenzisa namakhono okubhala amakhodi e-PaLM 2 ukusiza ekuhleleni nasekuthuthukisweni kwesofthiwe imisebenzi efana nokukhiqiza amakhodi nokulungisa amaphutha.
I-Duet AI ye-Google Workspace
I-Google ihlela nokwengeza izici ezikhiqizayo ze-AI eqenjini layo lezinhlelo zokusebenza ze-Google Workspace. I-Gmail kanye namadokhumenti maduzane zizofaka isici esibizwa ngokuthi I-Duet AI lokho kuzosiza umsebenzisi ukuthi abhale phansi izimpendulo zakhe nokubhala esebenzisa ukwaziswa.
I-Duet AI izophinde ivumele abasebenzisi ukuthi bakhe izinhlelo zangokwezifiso ku-Google AmaSpredishithi zemisebenzi namaphrojekthi ngokusekelwe ekwazisweni okunikezwe umsebenzisi.
Isiphetho
I-Google ngokuqinisekile inethemba lokuvala igebe emakethe yamathuluzi olimi lwe-AI ngemodeli yabo yolimi lwe-PaLM 2. Nakuba i-model'sAPI ingakatholakali esidlangalaleni, imiphumela yocwaningo lwabo ibonisa ukuthi imodeli inokuncintisana ngokwanele ukuze ifane nokusebenza kwe-GPT-4.
Ngesisekelo esikhona sabasebenzisi be-Google, ngokuqinisekile banenzuzo yokujwayela okukhulu uma i-AI yabo ihlanganiswa nezinsiza zabo ezifana nenjini yabo yokusesha noma uchungechunge lwamathuluzi okukhiqiza.
shiya impendulo