Incamake
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.
Modent Consistency Models ni iy'ibikorwa bya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.
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.
Kumenya Moderi Yihishe
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. Modent Consistency Models ni iy'ibikorwa bya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Moderi ya Latent Consistency Models nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amatsinda akomeye akoresha Moderi Yihishe Models aringaniza ukuri hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe nibirango bihoraho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mugihe kimwe, uburenganzira bwishusho no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
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 neza kugirango uhite wihuta utabanje kwitoza
Gukora ibice binini byamashusho bihendutse kubushakashatsi bwakozwe mugukata intambwe kuva ~ 30 kumanuka kugeza ~ 4
Uburyo bwo Gushyira mu bikorwa
Icyitegererezo cyihishwa cyimyitozo mubikorwa
Ibikoresho nyabyo bya canvas bivugurura ishusho yakozwe nkuko wandika cyangwa igishushanyo, hamwe na zeru hafi.
Ibikoresho nyabyo bya canvas bivugurura ishusho yakozwe nkuko wanditse cyangwa igishushanyo, hamwe na zero-zero lag Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Icyitegererezo cyihishwa cyimyitozo mubikorwa
Gukoresha Igishusho gihamye cyerekana amashusho kuri mudasobwa igendanwa cyangwa terefone GPU mugice cyamasegonda.
Gukoresha ishusho ihamye ya Diffusion ishusho kuri mudasobwa igendanwa cyangwa terefone GPU mugice cyamakipe ya kabiri mubisanzwe ibona ibisubizo byiza iyo isobanuye ibipimo byujuje ubuziranenge imbere, igakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi ikurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Icyitegererezo cyihishwa cyimyitozo mubikorwa
Kureka adaptate ya LCM-LoRA kuri moderi ihari neza neza neza kugirango uhite wihuta utabanje kwitoza.
Kureka adaptate ya LCM-LoRA kurugero rusanzwe rwateguwe neza kugirango uhite wihuta utabanje kongera imyitozo Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Icyitegererezo cyihishwa cyimyitozo mubikorwa
Gukora ibice binini byamashusho bihendutse kubushakashatsi bwakozwe mugukata intambwe kuva ~ 30 kumanuka kugeza ~ 4.
Gukora ibice byinshi byamashusho bihendutse kubushakashatsi bwakozwe mugukata intambwe kuva ~ 30 kugeza kuri ~ 4 Amakipe akunze kubona ibisubizo byiza mugihe asobanura ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
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.
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.