Dekodage jeton paralel MaskGIT
MaskGIT dafay defar ay nataal ci di wax luy waaja am ci token yu bari benn yoon, ba noppi njëkka def ci ñi gëna wóolu seen bopp, mu wecci xeetu cammoy-ndeyjoor bu yeex bi ak ay jéego yu gaaw yu paralel.
Plongeur bu xóot
MaskGIT (Transformatëru Nataal buy Defar Maske), daale ko ci Google ci 2022, xalaataat ni ñuy dekode xeetu nataal yu lalu ci token. Transformatër yu njëkk ya melni VQGAN dañu daan defar ay token ci seen bopp, benn-benn ci rang raster, te loolu lu yeex la te wuute na ak nataali 2D yi. MaskGIT lu moy loolu dafay tàggat ak benn mébetu modeling bu maske bu melni BERT: ay subsets yu bari ci token nataal yi dañu nëbbu te model bi dafay jàng xam leen ñépp ci benn yoon jëfandikoo bàyyi xel ci ñaari yoon. Ci jamonoy defar dafay tàmbali ci griy buñ maskeer bu baax ba noppi dekode ci limu iterasioŋ yuñ tëral (dafay faral di nekk 8 ba 12). Jéego bu nekk dafay wax luy waaja am ci bépp jeton buñ maske, denc li gëna am wóolu, ba noppi maskewaat yeneen yi ci turne bi ci topp. Loolu dafay defar nataal yu baax ci diggante magnitude bu néew jéego yu gëna néew ci dekodage autorégresif.
Gis-gis xarala
Li gëna am solo mooy kalendriye maskeer bi lalu ci wóolu sa bopp. Jadwalu cosinus mooy wane ñaata jeton lañu wara wane iteration bu nekk, di tàmbali ndànk ba noppi di gaaw. Ndax bàyyi xel dafa am ñaari yoon, token bu nekk dafay gis nataalu wàll wi yépp, kon def waxtaan yu gëna wóolu njëkk may jéego yu ci topp ñu nekk ci anam wu dëgër, lu melni saafara wàll yu yomb yi ci benn puzzle balaa ñi leerul.
njeextalu pexe
Gaawaay ak yaatuwaay
Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal.
Tabax tànneef
Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo.
Ekip ak def liggéey
Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey.
Ëlëgu dekodage token paralel MaskGIT
Dekodaasu iteratif paralel bu MaskGIT moo inspiré ay generatër yu dul dellu ginaaw seen bopp, lu ci melni MUSE ngir bind-ci-nataal ak jegewaale yu maske ngir wideo. Modèle bi, di wax luy waaja am ci ay token ci paralel ak setal ci ay jéego yu néew, mingi toog ci diggante GANs yu benn-shot ak diffusion yu bari-jéego, di joxe benn kompromis bu gaaw bu mëna aju. Xaarandi dekodaasu jeton maske ngir wéy di feeñ ci generatër yu gaaw yu multimodal ak sistemu soppali fu in-peinture ak fees conditionnel nekk fits naturel.
Doxal ci àdduna dëgg
Defar ab nataal bu mat sëkk ci lu tollu ci 8 ba 12 jéego yu paralel ci barabu téemeeri token autoregressive
Pentire ab gox bu maske ci ab nataal di wax luy waaja am ci token yu nëbbu yi ak muy wër
Nataalu synthese bu lalu ci sart ci kaw ImageNet ci kalite bu méngoo ak model yu gëna néew doole
Dafay nekk yaxu dekodaas ngir sistemu bind-ci-nataal yu melni Google's MUSE yi soxla defar ci lu gaaw
Risk yi ak balustrade yi
Yelleefi nataal ak nangu mën na nekk risku yoon sudee fi ñu bawoo leerul.
Performance model bi mën na wuute ci leeraay bi, demographie bi ak environmaa bi.
Njuumteg positive yi mën nañu dem te kenn duko seetlu fileek xool wuñu buntu wóolu sa bopp.
Roadmap ngir samp gi
Mandargal kritërium nangug njub, woowaat ak njëgu njuumte.
Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg.
Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy.
Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo.
Weyal di banneexu
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Gis bi ci topp
Decodage parallèle yax-de-pensée
Laaj yi ñuy faral di laaj
What is MaskGIT Parallel Token Decoding?
MaskGIT dafay defar ay nataal ci di wax luy waaja am ci token yu bari benn yoon, ba noppi njëkka def ci ñi gëna wóolu seen bopp, mu wecci xeetu cammoy-ndeyjoor bu yeex bi ak ay jéego yu gaaw yu paralel.
naka la ko MaskGIT di dekode ay jeton nataal yu wuute ak transformatëru VQGAN?
MaskGIT dafay wax luy waaja am ci token yiñ maskeer yépp ci benn yoon, ak bàyyi xel ci ñaari yoon, wuute na ak dekodaasu otoregresif bu yeex bu VQGAN.
Ban mébetu tàggat la MaskGIT lebal ci misaali làkk yi?
MaskGIT dafay nëbb ay jeton yu bari te jàng ni ñu leen di seetlu, muy mébetu modeling buñ maske bu niro ak BERT.
Ci diiru defar, ban token la MaskGIT di def ci iteration bu nekk?
Jéego bu nekk dafay tëye waxtaan yi gëna wóolu ba noppi maskewaat yeneen yi, kon jéego yu ci topp yi dañuy aju ci contexte bu wóor.
Lu tollu ci ñaata iteration la MaskGIT wara def ngir mëna defar benn nataal?
MaskGIT dafay dekode ci limu jéego yu néew, lu bari ci 8 ba 12, lu néew lool ci anamu autorégressif wala diffusion.
Ban kalendriye mooy saytu ñaata token MaskGIT di wane ci jéego bu nekk?
Jadwalu cosine dafay wane ay jeton yu néew teel ak ginaaw, di ekilibre kalite ak gaawaay ci iteration yi.