UGoogle ebesoloko ephambili kuphando lwe-AI, esebenzisa izixhobo zakhe ezikhulu kwaye eqesha inani elikhulu leenjineli ezinetalente ephezulu. Nangona kunjalo, ngokwemifuziselo yolwimi, iinzame zikaGoogle zafika emva kwexesha kumdlalo.
Ngetekhnoloji enkulu yeMicrosoft esele ixhamla kubudlelwane obuneziqhamo kunye ne-OpenAI, uGoogle wayengenakwenza nto ngaphandle kokubamba.
Kwinkomfa ye-Google I / O yalo nyaka, inkampani ibhengeze impendulo yayo kumdyarho weengalo ze-AI: i-PaLM 2. Ngaba le modeli entsha iya kulinganisa ukusebenza kunye ne-OpenAI ye-GPT-4?
Yintoni iPaLM 2?
UGoogle uyachaza IPLM 2 njengemodeli yolwimi lwangoku oluphucula imodeli ekhoyo yePaLM eyabhengezwa okokuqala ngo-2022. Ngokufana nezinye iimodeli zolwimi, iPaLM 2 iyakwazi ukwenza imisebenzi eyahlukeneyo yokuvelisa umbhalo njengePaLM iyakwazi ukwenza uluhlu olubanzi lwemisebenzi. , kubandakanywa ukuphendula imibuzo, ukuguqulela isicatshulwa, ukuvelisa ikhowudi, nokunye okuninzi.
Iimvavanyo zibonise ukuba i-PaLM 2 sele ibonisa ukuphuculwa okuphawulekayo, idlula imodeli ye-PaLM ngelixa isebenzisa inani eliphantsi kakhulu leeparitha.
I-PaLM 2 yiNtsapho yeeModeli
Njengezinye iimodeli zolwimi, iprojekthi ye-PaLM 2 ngokwenene lusapho lweemodeli ezinobungakanani. UGoogle uza kubonelela ngemodeli yePaLM 2 ngobukhulu obune: iGecko, iOtter, iBison, kunye neUnicorn.
Iindidi ezahlukeneyo zobukhulu zenza kube lula ukuhambisa i-PaLM 2 kwiimeko ezahlukeneyo zokusetyenziswa. Umzekelo, imodeli yeGecko ilula ngokwaneleyo kangangokuba yonke imodeli inokungena kwisixhobo esiphathwayo kwaye isebenze ngaphandle kweintanethi.
Iseti yedatha yoQeqesho lwePaLM 2
Omnye wemiba ebaluleke kakhulu yemodeli yolwimi eyimpumelelo yi isethi yedatha yoqeqesho. Iseti yedatha yoqeqesho kufuneka yahluke ngokwaneleyo ukuvumela imodeli ukuba iwuqonde nzulu umbandela olungiselelwe wona.
Kwimifuziselo yolwimi olukhulu (LLMs), akukho sihloko sithile ekufuneka imodeli iqeqeshe kuso. Ii-LLM endaweni yoko zakhelwe ukuba zibe yimizekelo yenjongo jikelele ekufuneka ilungele ukwenza inani elibanzi lemisebenzi. Ezi modeli zisebenzisa iiseti zedatha ezinkulu ezithatha indawo enkulu yewebhu kunye nemathiriyeli epapashiweyo yereferensi, uncwadi, kunye nekhowudi yomthombo.
Umahluko omkhulu phakathi kwedatha yoqeqesho lwe-PaLM 2 kunye nezinye iimodeli kukufakwa kwepesenti ephezulu yedatha engeyiyo isiNgesi. Ngokutsho kwabo ingxelo yobugcisa, ukwandisa idataset ukuze iquke imibhalo engeyiyo eyesiNgesi kuveza imodeli kwiilwimi neenkcubeko ezahlukeneyo.
Imodeli yePaLM 2 nayo yaqeqeshwa kwidatha yeelwimi ezininzi ezinxuseneyo ukunceda imodeli ifumane isakhono sokuguqulela ukusuka kolunye ulwimi ukuya kolunye. Idatha ibandakanya izibini zombhalo apho enye ingeniso ingesiNgesi kwaye enye ingumbhalo olinganayo kolunye ulwimi.
Itheyibhile engentla ibonisa ukusasazwa kolwimi lwamaxwebhu ewebhu eelwimi ezininzi asetyenziselwa ukuqeqesha iPaLM 2.
I-PaLM 2 Iimpawu eziphambili
Nazi ezinye zeendawo eziphambili iPaLM 2 egqwesa kuzo xa kuthelekiswa nezinye iimodeli zolwimi.
Ukuqiqa
I-dataset ye-PaLM 2 iquka imithombo efana namaphepha enzululwazi kunye nomxholo wewebhu kunye nezibalo zemathematika. Oku kunika imodeli izakhono eziphuculweyo kwimathematika, ukuqiqa ngengqiqo, kunye nengqiqo.
Abaphandi bavavanya imodeli yokuqiqa ngemathematika kwisikolo samabanga aphakamileyo nakwimibuzo yezibalo yamabanga aphakamileyo apho ibonisa iziphumo ezithelekisekayo kubuchule bezibalo be-GPT-4.
Ukwenza iikhowudi
Idatha yoqeqesho ye-PaLM 2 inika kwakhona amandla okuvelisa ikhowudi kwiilwimi ezahlukeneyo zokucwangcisa. Iqela lePALM 2 lenze imodeli yePaLM 2 enekhowudi ethile ebizwa ngokuba yiPaLM 2-S* eyaqeqeshwa kwikhowudi-enzima yedatha yeelwimi ezininzi.
Ayisiyiyo kuphela imodeli ekwazi ukuvelisa ikhowudi, kodwa iyakwazi nokusingatha imisebenzi ebandakanya iilwimi ezininzi. Umzekelo, unokucela i-PaLM 2 ukwenza umsebenzi wokuhlela wePython owongeza izimvo zomgca-ngomgca kwiSpanish.
Iilwimi ezininzi
Ekubeni imodeli yaqeqeshwa kwidathasethi equka iilwimi ezingaphezu kwe-100, i-PaLM 2 ibonisa ubuchule bokuqonda, ukuvelisa, kunye nokuguqulela umbhalo kwiilwimi ezininzi.
Ukuvavanya ubuninzi beelwimi, abaphandi bavavanya imodeli kwiimvavanyo ezahlukeneyo zobuchule bolwimi kwiilwimi ezahlukeneyo. Iziphumo zibonisa ukuba ayiphelelanga nje ekubeni iPaLM 2 igqwese iPaLM kodwa ikwaphumelele nebakala lokupasa kulo lonke ulwimi oluvavanyiweyo.
I-PaLM 2 ikwabonisa isakhono sayo sokuthetha iilwimi ezininzi ngokukwazi kwayo ukuqonda izaci kwiilwimi ezahlukeneyo, ichaza iziqhulo, ukulungisa iitypos, kwaye inokufunda nendlela yokuguqula isicatshulwa esisesikweni sibe yincoko yencoko.
PaLM 2 Amandla kwiiMveliso zikaGoogle
UGoogle sele ethatha ithuba lokuhambela phambili kwePaLM 2 ngokudibanisa imodeli nezinye iimveliso.
Bard
Isakhono semodeli yokusingatha imisebenzi yeelwimi ezininzi ngoku sixhobisa iGoogle Bard ulingelo njengoko isanda kumazwe angaphezu kwe-180 kunye nemimandla.
I-Bard ngoku ikwasebenzisa i-PaLM 2's coding capabilities ukuncedisa ekucwangcisweni nasekuphuhliseni imisebenzi yesoftware efana nokuveliswa kwekhowudi kunye nokulungiswa kweekhowudi.
IDuet AI yeGoogle Workspace
UGoogle ukwaceba ukongeza iimpawu ze-AI kwiqela lakhe le-Google Workspace yezicelo. I-Gmail kunye ne-Docs kungekudala iza kubandakanya into ebizwa ngokuba yi Duet AI oko kuya kunceda umsebenzisi ayile iimpendulo zakhe kunye nokubhala esebenzisa ukwaziswa.
I-Duet AI iya kuvumela abasebenzisi ukuba benze izicwangciso zesiko kwi-Google Sheets kwimisebenzi kunye neeprojekthi ezisekelwe kwiingcebiso ezinikwe ngumsebenzisi.
isiphelo
UGoogle ngokuqinisekileyo unethemba lokuvala umsantsa kwimarike yezixhobo zolwimi lwe-AI ngemodeli yabo yolwimi lwe-PaLM 2. Ngelixa i-model'sAPI ingekafumaneki esidlangalaleni, iziphumo zophando lwabo zibonisa ukuba imodeli inokhuphiswano ngokwaneleyo ukuhambelana nokusebenza kwe-GPT-4.
Ngesiseko esikhoyo sabasebenzisi bakaGoogle, ngokuqinisekileyo banenzuzo yohlengahlengiso olukhulu ukuba i-AI yabo idityaniswa kwiinkonzo zabo ezifana ne-injini yokukhangela okanye izixhobo zabo zemveliso.
Shiya iMpendulo