Parti Inzira Yerekana Amashusho
Parti (Pathways Autoregressive Text-to-Image) itanga amashusho uburyo abanyamideli bandika interuro: ikimenyetso kimwe icyarimwe, guhanura ibizakurikiraho byose byaje mbere.
Incamake
It matters because it showed that simply scaling a sequence model can produce strikingly detailed, prompt-faithful images.
Kwibira cyane
Parti ifata ibisekuruza byamashusho nkikibazo cyikurikiranya cyikibazo, kimwe no guhindura imashini. ViT-VQGAN tokenizer yabanje gushushanya ishusho murukurikirane rwibimenyetso byihariye byakuwe mubitabo byize. Kodegisi ya Transformer isoma inyandiko yihuta, hanyuma decoder ya Transformer noneho ikabyara ibimenyetso byerekana ishusho byikora, buri kintu cyateganijwe kumyandiko no kubimenyetso byasohotse mbere. Nyuma yuko ibimenyetso byose bimaze gukorwa, decoder ya tokenizer yubaka pigiseli. Google yapimye Parti kuva kuri miliyoni 350 kugeza kuri miliyari 20, kandi ubwiza bwibishusho hamwe no guhuza inyandiko byateye imbere gahoro gahoro. Moderi ya 20B yakoraga ibisobanuro birebire, ibihimbano, itanga inyandiko isomeka, kandi yubahwa neza. Parti yanashyizeho ibipimo ngenderwaho bya PartiPrompts, urutonde rwibibazo birenga 1.600 bigoye bikurikirana ibyiciro byinshi nurwego rugoye.
Ubushishozi
Igisobanuro kiranga ni autoregression yuzuye hejuru yikimenyetso cyerekana: icyitegererezo cyerekana ishusho nkigicuruzwa cyibisabwa-bizakurikiraho, bisa mu mwuka na GPT-yerekana inyandiko. Ibi bihuza icyerekezo nururimi munsi yuburyo bumwe bwamahugurwa kandi bikareka bikaragwa imyaka mirongo yuburyo bukurikirana. Igiciro ni decode ikurikiranye, kubera ko ibimenyetso bigomba gukorwa muburyo bukurikirana, bigatuma ibisekuruza bitinda kurenza uburyo bubangikanye, ariko bipima ibiteganijwe kandi byunguka biturutse kubintu binini.
Ingaruka z'Ingamba
Umuvuduko n'igipimo
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
Build choices
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Itsinda hamwe nakazi
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Kazoza ka Parti Inzira Yerekana Kwiyerekana
Kwerekana amashusho ya Autoregressive yishimira ububyutse kuko umugongo umwe ushobora kwerekana inyandiko, amashusho, amajwi, na videwo nkumugezi umwe wikimenyetso, bigafasha moderi nyinshi ihuriweho. Ubushakashatsi burimo guhangana nintege nke zabwo, gutondekanya buhoro buhoro, hamwe no gushushanya ibintu, kugereranya ibimenyetso, hamwe nibimenyetso byiza. Tegereza amahame ya autoregressive imbere mubafasha rusange bahuza gusoma, gutekereza, no kubyara amashusho, no kubona amategeko yo gupima asunika neza ibihimbano kandi byizewe mumashusho yerekana neza kurushaho.
Gushyira mu bikorwa Isi
Gutanga ibintu byinshi bigizwe nibintu birebire bisobanura, nkuburyo bwihariye bwinyamaswa, ibintu, hamwe ninyuma.
Gukora amashusho arimo amagambo cyangwa ibimenyetso byanditse byemewe, aho gutumiza autoregressive bifasha kwandika neza neza.
Ibipimo byerekana no guhangayikishwa no kugerageza inyandiko-ku-mashusho ukoresheje sisitemu ya PartiPrompts mu byiciro nk'ubumenyi bw'isi n'ibitekerezo bidafatika.
Gutanga amashusho arambuye kubisobanuro bisaba kubara neza nubusabane butandukanye hagati yibintu byinshi.
Ingaruka & Kurinda
Uburenganzira bwishusho hamwe no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse.
Imikorere yicyitegererezo irashobora gutandukana kumurika, demografiya, nibidukikije.
Ibyiza byibinyoma birashobora kutamenyekana keretse niba ibyiringiro byateganijwe bikurikiranwa.
Igishushanyo mbonera
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Igisekuru cya Autoregressive Igisekuru
Ibibazo bikunze kubazwa
What is Parti Pathways Autoregressive Imaging?
Parti (Pathways Autoregressive Text-to-Image) itanga amashusho uburyo abanyamideli bandika interuro: ikimenyetso kimwe icyarimwe, guhanura ibizakurikiraho byose byaje mbere. Nibyingenzi kuko byerekanaga ko gupima gusa urugero rwikurikiranya bishobora kubyara amashusho arambuye, byihuse-byizerwa.
Nigute Parti itanga ishusho?
Parti ni autoregressive: itanga ibimenyetso byamashusho bikurikiranye, buri kintu cyateganijwe kumyandiko no kubimenyetso byatanzwe mbere.
Ni ubuhe buryo rusange muri rusange Parti ikoresha kubikorwa-by-ishusho?
Parti ifata ibisekuruza nkubusobanuro bwimashini: kodegisi isoma inyandiko na decoder isohora ibimenyetso byerekana amashusho, icyiciro gikurikirana-cyakurikiranye.
Gupima Parti kugera kuri miliyari 20 byerekanaga iki?
Mugihe Parti yakuze kuva kuri 350M igera kuri 20B ibipimo, ubudahemuka no kwizerwa byihuse byateye imbere, harimo ibisobanuro byiza byo guhimba hamwe ninyandiko isomeka.
Niki gihindura ishusho mubimenyetso byihariye bya Parti?
Parti ikoresha ViT-VQGAN kugirango ishushanye amashusho muburyo bwibimenyetso byihariye disoderi ya Transformer noneho yiga guhanura.
Ni ubuhe butumwa bukomeye bwa Parti ya autodegressive decoding?
Kuberako buri kimenyetso giterwa nicyabanje, ibisekuruza bikurikirana kandi bitinda kuruta uburyo bubangikanye, nubwo bipima ibiteganijwe.