LoRA Igikoresho cyo Guhindura Ishusho
Igitonyanga cya LoRA ni gito cyongeweho module iguha umurongo uhoraho kugirango usunike ikiranga kimwe cyishusho hejuru cyangwa hepfo, nkimyaka, kumwenyura, cyangwa ingese, utarinze kongera kwerekana icyitegererezo cyose.
Incamake
They turn vague prompt wrestling into precise, repeatable control.
Kwibira cyane
Igikoresho cya LoRA (Adaptation yo hasi) ni agace gato ko guhinduranya uburemere bwimyitozo ihindagurika kuri moderi ikwirakwizwa ikonje nka Stable Diffusion. Aho kugirango uhindure pigiseli itaziguye, yiga icyerekezo mumiterere yimbere yuburemere bwikigereranyo gihuye nigitekerezo kimwe, nk '' urumuri rwizuba rwinshi 'cyangwa' umuto '. Uburyo bwa Concepts Slider (Gandikota et al., 2023) itoza iki cyerekezo ukoresheje ibisobanuro bibiri cyangwa ibisobanuro byasobanuwe, hanyuma bikerekana agaciro kimbaraga, mubisanzwe kuva kuri -3 kugeza kuri +3, wapima mugihe cyibisekuru. Kuberako buri slide ari megabayiti nkeya kandi itandukanye nicyitegererezo fatizo, urashobora gutondekanya icyarimwe icyarimwe, ukayisangira, kandi ukayihuza nizindi LoRA kugirango ucane neza urumuri, imvugo, ikirere, cyangwa imiterere yubuhanzi hamwe nibisobanuro birenze kure ibyanditswe byonyine byemewe.
Ubushishozi
LoRA yinjizamo matricike ebyiri ntoya zo hasi, A na B, iruhande rwa matrix yuburemere bwakonje W, bityo uburemere bukomeye buhinduka W + igipimo * B * A. Abanyenduga biga B * A kugirango bashireho itandukaniro hagati yigitekerezo gihari kidahari. Mugusuzuma, kugwiza iyo delta kubintu byiza cyangwa bibi scalar ituma ibisekuruza bigenda neza cyangwa bigana kure yigitekerezo, kubera ko guhindura ari umurongo muburyo bwo kunyerera.
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 LoRA Igikoresho cyo Guhindura Ishusho
Tegereza amasomero ya slider yohereza amagana yabanje gutozwa, yitiriwe terefone kugirango abanditsi bavange ibiranga nkibingana amajwi. Ubushakashatsi burimo gusunika kunyerera ziguma zidatandukanijwe, zihindura gusa ikiranga intego zitarinze kuva amaraso mubandi, no mugihe nyacyo, interineti UIs mubikoresho nka ComfyUI. Mugihe ikwirakwizwa rya videwo rimaze gukura, igitekerezo kimwe cyo hasi kigomba gutanga ibice-bigenda byerekana icyerekezo, kumurika, nibiranga amashusho yose.
Gushyira mu bikorwa Isi
Umufotozi ushushanya ahamagara 'izuba ryinshi ryizuba' kugirango yerekane ishusho kuva hejuru yijimye kugeza kumasaha ya zahabu nta gusubiramo.
Umuhanzi wumukino akoresha 'imyaka' yerekana amashusho kugirango abyare imyaka-y-imyaka itandukanye yimiterere imwe kubwigihe cyinkuru.
Sitidiyo yubuhanzi ikubiyemo 'ibisobanuro' na 'gukosora amaboko' kunyerera kugirango isukure anatomiya mu mashusho yakozwe na AI.
Itsinda ryamamaza rikoresha 'inseko' kunyerera hejuru yicyiciro cyimiterere yimiterere kugirango ushireho ikirango gishyushye.
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
Byihuse-Kuri-Byihuta Kwambukiranya-Kwitonda
Ibibazo bikunze kubazwa
What is LoRA Sliders for Image Editing?
Igitonyanga cya LoRA ni gito cyongeweho module iguha umurongo uhoraho kugirango usunike ikiranga kimwe cyishusho hejuru cyangwa hepfo, nkimyaka, kumwenyura, cyangwa ingese, utarinze kongera kwerekana icyitegererezo cyose. Bahindura bidasobanutse kurwana muburyo busobanutse, busubirwamo.
'Rank-Rank' muri LoRA bivuga iki?
LoRA yerekana ivugurura ryibiro nkibicuruzwa bibiri bito bito byo mu rwego rwo hasi, A na B, bihendutse cyane kuruta kuvugurura matrix yuzuye.
Kuki ushobora gutondekanya inshuro nyinshi LoRA icyarimwe?
Buri slide ni yigenga nkeya-megabyte yongeweho kumurongo kuri moderi shingiro idahindutse, kuburyo byinshi bishobora guhurizwa icyarimwe.
Niki kongera imbaraga za slide agaciro mubisanzwe bikora?
Igicapo cyerekana kugwiza icyerekezo cyize, bityo indangagaciro nini nziza zigaragaza ikiranga cyane.
Hafi ya dosiye isanzwe ya LoRA isanzwe?
Kuberako ibika matrike ntoya yo murwego rwo hasi, igitutu mubisanzwe ni megabayiti nkeya, byoroshye kugabana.
Ni ikihe gitekerezo Concepts Slider yakoraga yatangije?
Igitekerezo Cyerekanwa gitoza icyerekezo cyo hasi cyerekezo kijyanye nibiranga kugiti cye, bigaragazwa nkimbaraga zamagambo zifatika.