Icyitegererezo cyihishwa
Moderi Yihuta (LCMs) nubuhanga butuma amashusho yerekana amashusho atanga amashusho meza cyane murwego rumwe kugeza kuri enye aho kuba mirongo isanzwe.
Incamake
They make near-real-time, interactive image generation practical even on modest hardware.
Kwibira cyane
Moderi yihishe ikwirakwizwa nka Stable Diffusion itangirira ku rusaku no kwerekana ibyerekezo, akenshi ikenera isuzuma rya 20 kugeza kuri 50 kugirango ikore ishusho imwe, itinda. LCMs, yatangijwe na Luo na bagenzi be mumwaka wa 2023, ikoresha guhindagura ibintu muburyo bwihishe bwikitegererezo cyateganijwe. Igitekerezo cyingenzi: menyereza umuyoboro wabanyeshuri gusimbuka neza kubisubizo bisukuye uhereye kumwanya uwariwo wose ugana inzira, bityo igisubizo kimwe kigerwaho murwego rumwe runini rwafashe utuntu duto duto. Igisubizo ni amashusho atyaye hafi yintambwe 1 kugeza kuri 4. Tekinike ya mugenzi wawe, LCM-LoRA, ipakira iyi yihuta nkigikoresho gito cyacometse kuri adapter gishobora kumanikwa kuri moderi isanzwe ihamye neza ya Stable Diffusion itarinze kongera imyitozo yose.
Ubushishozi
Icyitegererezo gihoraho gishyira mu bikorwa 'kwikenura-ibintu': ingingo ebyiri zose kumuhanda umwe (inzira-ishobora gutemba ODE trayectory) igomba gushushanya kumashusho yanyuma asukuye. Umunyeshuri yitandukanije nicyitegererezo cyo gukwirakwiza mwarimu kugirango ahaze ibi, yiga guhanura iherezo ryinzira. Gukorera mumwanya wihishe aho kuba pigiseli bituma distillation ihendutse. Kuberako isuzuma rimwe rishobora gusimbuka inzira, uburemere bukabije bwo gutondeka busenyuka mu ntoki.
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.
Ejo hazaza h'icyitegererezo cyihishwa
Iyaruka-ntambwe mike ubu ni rusange, hamwe nabasimbuye nka SDXL-Turbo, kunonosora LCM, hamwe nuburyo bwo kurwanya-gusibanganya gusunika ubuziranenge kumuntambwe imwe cyangwa ebyiri. Tegereza ibi kugirango ubeho imbaraga, guswera-nkuko-ugenda uhindura amashusho, igihe-cyerekana amashusho-nyayo, hamwe no kubikoresho kuri terefone. Imipaka irimo kuziba icyuho cyiza hamwe no gukwirakwiza intambwe nyinshi kandi ikanagura uburyo bwogukurikirana kuri videwo na 3D, aho kuzigama kugabanya intambwe ziba ziteye ubwoba.
Gushyira mu bikorwa Isi
Ibikoresho nyabyo bya canvas bivugurura ishusho yakozwe nkuko wandika cyangwa igishushanyo, hamwe na zeru hafi
Gukoresha Igishusho gihamye cyerekana amashusho kuri mudasobwa igendanwa cyangwa terefone GPU mugice cyamasegonda
Kureka adaptate ya LCM-LoRA kuri moderi ihari neza neza kugirango uhite wihuta utabanje kwitoza
Gukora ibice binini byamashusho bihendutse kubushakashatsi bwakozwe mugukata intambwe kuva ~ 30 kumanuka kugeza ~ 4
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
Icyitegererezo cyo Gutandukanya
Ibibazo bikunze kubazwa
What is Latent Consistency Models?
Moderi Yihuta (LCMs) nubuhanga butuma amashusho yerekana amashusho atanga amashusho meza cyane murwego rumwe kugeza kuri enye aho kuba mirongo isanzwe. Bakora hafi-nyayo-yigihe, yoguhuza amashusho kubyara bifatika no kubikoresho byoroheje.
Ni izihe nyungu nyamukuru za Modent Yihishe Models kurenza ikwirakwizwa ryihishwa?
LCMs isenya intambwe nyinshi zerekana intambwe yo gukwirakwiza hafi imwe kugeza kuri enye, ituma hafi-nyayo-nyayo.
Ni ubuhe buryo bwo 'kwishyira ukizana' icyitegererezo cyerekana?
Guhuzagurika bisobanura ingingo zijyanye nibishoboka-bitemba ODE trayectory ikarita yose kumurongo umwe wanyuma usukuye.
Ni uwuhe mwanya LCMs ikora distillation?
Gukorera mumwanya wihishe, nkuko Stable Diffusion ibikora, bituma disillation ihoraho ikora neza.
LCM-LoRA ikwemerera gukora iki?
LCM-LoRA ipakira umuvuduko nkumu adapteri woroshye ugabanuka kumurongo uriho neza-uhagaze neza.
Nigute icyitegererezo gihoraho kigera ku ntambwe nkeya?
Umuyoboro wabanyeshuri urashishikajwe no guhanura iherezo ryinzira nyabagendwa mu gusimbuka rimwe aho kuba intambwe nto.