Qaababka Joogteynta Qarsoon
Qaababka Joogteynta Daahsoon (LCMs) waa farsamo u oggolaanaysa soo-saareyaasha sawirka faafinta inay soo saaraan sawirro tayo sare leh hal ilaa afar tallaabo halkii ay ka ahaan lahaayeen daraasiin caadi ah.
Dulmar
They make near-real-time, interactive image generation practical even on modest hardware.
quusid qoto dheer
Moodooyinka fidinta daahsoon ee caadiga ah sida Stable Diffusion waxay ka soo bilowdaan sawaxan oo si isdaba joog ah ayey u diidaan, inta badan waxay u baahan yihiin 20 ilaa 50 qiimayn shabakadeed si loo sameeyo hal sawir, kaas oo gaabis ah. LCM-yada, oo ay soo bandhigeen Luo iyo asxaabtiisa sanadka 2023, waxay ku dabaqaan fogaynta joogtada ah ee meesha qarsoon ee qaabka faafinta horay loo tababaray. Fikradda muhiimka ah: tababar shabakad arday ah si ay si toos ah ugu boodaan natiijada nadiifka ah meel kasta oo ay la socdaan jihada diidmada, sidaas darteed jawaab isku mid ah ayaa lagu gaarayaa hal tallaabo oo weyn oo hore u qaaday qaar badan oo yaryar. Natiijadu waa sawirro fiiqan oo qiyaas ahaan 1 ilaa 4 tallaabo ah. Farsamada saaxiibka ah, LCM-LoRA, waxay u xidhaa dardargelintan sidii adabtarada yar ee fur-in kaas oo lagu ridi karo moodellada fidinta xasilloonida ee hadda jira iyadoo aan dib loo tababarin shabakadda oo dhan.
Aragtida Farsamada
Moodooyinka joogtada ahi waxay xoojiyaan hantida 'is-waafajinta': labadii dhibcood ee isla dariiqa diidmada ah (habka socodka ODE ee suurtogalka ah) waa inay khariidad u sameeyaan isla sawirka nadiifka ah ee kama dambaysta ah. Ardaygu waa laga fogeeyay qaabka faafinta macalinka si uu tan u qanciyo, isagoo baranaya inuu si toos ah u saadaaliyo meesha ugu dambaysa. Ka shaqaynta meelaha qarsoon ee ciriiriga ah halkii ay ka ahaan lahayd pixels ayaa ka dhigaysa soo saarista raqiis. Sababtoo ah hal qiimayn ayaa ka boodi karta jihada, muunada celceliska culus waxay u burburtaa tillaabooyin faro-ku-tiris ah.
Saamaynta Istiraatijiyadeed
Xawaaraha iyo miisaanka
Visual AI wuxuu si otomaatig ah u samayn karaa baadhista, ogaanshaha, iyo sumadaynta hawlaha miisaanka.
Xulashada dhismayaasha
Kooxaha hal-abuurka leh waxay hindise karaan fikradaha si dhakhso leh iyagoo leh dib-u-eegis buugeed yar.
Kooxda iyo socodka shaqada
Hawlgalladu waxay isticmaali karaan calaamadaha muuqaalka iyo muuqaalka kuwaas oo markii hore adkeyd in la farsameeyo.
Mustaqbalka Moodooyinka Joogtaynta Daahsoon
Jiil yar oo tallaabo ah ayaa hadda ah mid guud, oo leh guulaystayaal sida SDXL-Turbo, dib-u-habayn LCM, iyo hababka iska-horjeedka oo riixaya tayada hal ama laba tilaabo. Ka filo in tan si toos ah u xoojiso, burushka-sida aad u socoto sawirka tafatirka, wakhtiga-dhabta ah qaab-dhismeedka fiidyaha, iyo ku-soo-saarka qalabka talefannada. Soohdintu waxay xidhaysaa farqiga tayada yar ee fidinta tillaabooyin badan oo buuxa iyo fidinta dheellitirka joogtada ah ee fiidiyowga iyo 3D, halkaas oo kaydinta tirinta tirinta tillaabada ay xitaa aad u weyn tahay.
Dhaqangelinta Adduunka-dhabta ah
Aaladaha shiraac ee wakhtiga-dhabta ah ee cusboonaysiiya sawirka la soo saaray markaad wax qorayso ama sawirayso, iyadoo eber ku dhow
Jiilka sawirka Stable Diffusion ee ku shaqeeya laptop-ka ama taleefanka GPU qayb ahaan
Ku ridida adabtarada LCM-LoRA dulsaar qaab si fiican loo hagaajiyay si isla markiiba loo dedejiyo iyada oo aan dib loo tababarin
Soo saarista qaybo badan oo sawirro ah oo raqiis ah oo loogu talagalay sahaminta naqshadeynta iyadoo la jarayo tillaabooyinka ~ 30 ilaa ~ 4
Khatarta & Dariiqyada Ilaalada
Xuquuqda sawirka iyo ogolaanshaha waxay noqon kartaa khataro sharci ah haddii caddayntu aanay caddayn.
Waxqabadka moodeelku wuu ku kala duwanaan karaa iftiinka, tirakoobka, iyo deegaanka.
Wanaagga beenta ah waxa laga yaabaa inaan la dareemin ilaa xadka kalsoonida aan la kormeerin.
Qorshe Hawleedka Dhaqangelinta
Qeex shuruudaha aqbalida ee saxnaanta, dib u celinta, iyo kharashyada khaladka.
Ku tijaabi xogta ku habboon xaaladaha wax soo saarka dhabta ah.
Ku dar dib u eegis bini'aadamka si aad u hesho kalsoonida hoose ama saameeynta sare.
Lasoco moodeel dhaqaaqa oo dib u cusboonaysii kamarada ama xogta kaydinta ka dib.
Sii wad Sahaminta
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Hagaha xiga
Qaababka Faafinta Daahsoon
Su'aalaha soo noqnoqda
What is Latent Consistency Models?
Qaababka Joogteynta Daahsoon (LCMs) waa farsamo u oggolaanaysa soo-saareyaasha sawirka faafinta inay soo saaraan sawirro tayo sare leh hal ilaa afar tallaabo halkii ay ka ahaan lahaayeen daraasiin caadi ah. Waxay sameeyaan-waqtiga-dhabta ah, sawir-abuur is-dhexgal ah oo wax ku ool ah xitaa qalab yar.
Waa maxay faa'iidada ugu weyn ee Models Joogteynta Daahsoon ee ka sarreeya faafinta qarsoon ee caadiga ah?
LCM-yadu waxay burburiyaan tillaabooyinka diidmada badan ee faafinta caadiga ah qiyaastii hal ilaa afar, taasoo awood u siinaysa jiilka wakhtiga-dhabta ah.
Waa maxay hantida 'is-waafajinta' ee moodooyinka joogtada ahi dhaqangeliyaan?
Joogteynta macneheedu waa dhibco ku socda isla jaantuska itimaalka-socodka ODE dhammaan khariidadda isla wax-soo-saarka nadiifka ah ee kama dambaysta ah.
Meelkee ayay LCM-yadu ku sameeyaan muxaadarooyinkooda?
Ka shaqaynta meelaha dahsoon, sida Stable Diffusion sameeyo, waxay ka dhigaysaa leexinta joogtada ah mid hufan.
Muxuu LCM-LoRA kuu ogolaanayaa inaad samayso?
LCM-LoRA waxay xawaaruhu u xidhaa sidii adabtarada fudud ee ku soo dhaca moodooyinka fidinta degenaansho ee hadda jira.
Sidee buu qaab joogto ah u gaaraa jiil yar oo tallaabo ah?
Shabakadda ardaydu way u kala furfurantay si ay u saadaaliyaan meesha ugu dambaysa ee hamiga beeninta ee hal bood halkii ay ka ahaan lahaayeen tillaabooyin yar yar oo badan.