Stable Diffusion
Stable Diffusion ni isoko ifunguye inyandiko-yerekana ishusho, yasohowe na Stability AI mumwaka wa 2022, itanga amashusho mugukuraho urusaku buhoro buhoro aho rutangirira.
Incamake
Being open and runnable on consumer GPUs, it sparked a massive community of tools, fine-tunes, and apps.
Kwibira cyane
Moderi ya Diffusion yiga guhindura inzira yo gusakuza. Mugihe cy'amahugurwa, amashusho nyayo afite urusaku rudasanzwe rwongeweho intambwe ku yindi kugeza bihagaze neza; icyitegererezo cyiga guhanura no gukuramo urwo rusaku. Kubyara, bitangirira ku rusaku rwiza kandi bikerekana inshuro nyinshi kugeza ishusho ihuje igaragara, iyobowe ninyandiko yawe. Ihinduka ryibanze rya Diffusion ni igice cyihishwa: aho gukora kuri pigiseli yuzuye-yuzuye, ikanda amashusho mumwanya muto wihishe ukoresheje autoencoder itandukanye, ikora buhoro buhoro aho, hanyuma igasubira kuri pigiseli. Iyi niyo mpamvu ishobora gukora kumikino isanzwe GPU aho kuba data center. Kodegisi yinyandiko (CLIP muburyo bwambere) ihindura ikibazo cyawe mubuyobozi, naho U-Net ikora denoising. Ibiro byayo bifunguye byafashaga ControlNet, LoRA neza, hamwe nibikoresho bitabarika byo guhanga.
Ubushishozi
Diffusion ihamye nicyitegererezo cyo gukwirakwiza. Autoencoder igabanya ishusho ya 512x512 mumashanyarazi yihishe, igabanya kubara kuburyo butangaje. U-Net yatojwe guhanura urusaku rwongewe kuri buri gihe, rushingiye ku nyandiko yashyizwemo binyuze mu guhuza ibitekerezo. Ubuyobozi butarangwamo ubuyobozi butuma uhamagara uburyo ishusho ikurikira byihuse muguhuza ibyahanuwe kandi bitagabanijwe. Mugusuzuma, sampler (nka DDIM cyangwa Euler) afata umubare watoranijwe wo kwerekana intambwe; intambwe nyinshi mubisanzwe bivuze ibisubizo bisukuye kubiciro byihuta.
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'itandukaniro rihamye
Gufungura urusobe rw'ibinyabuzima bikomeza kwihuta: imyubakire mishya (harimo na transformateur ishingiye ku gukwirakwiza no kwihuta kwintambwe-ntambwe cyangwa gusibanganya icyitegererezo) igabanya ibisekuruza kuva ku ntambwe nyinshi kugera kuri imwe cyangwa ebyiri, bigafasha hafi-nyayo-kurema. Tegereza imbaraga zikomeye zo guhindura inyandiko, kubahiriza byihuse, no guhindura amashusho adafite kashe, wongeyeho amashusho na 3D yaguye. Ibipimisho bifunguye bizakomeza gukongeza imirongo yihariye, ariko kandi byongera impaka kubijyanye no guhugura-amakuru, kwemererwa, hamwe n’amazi, bityo ibikoresho byo gutahura no kwerekana ibimenyetso bizakura hamwe nicyitegererezo.
Gushyira mu bikorwa Isi
Abahanzi naba hobbyist batanga ibitekerezo byubuhanzi nibishushanyo byaho kuri GPU yabo hamwe na LoRA yihariye-nziza
Koresha ControlNet kugirango ubuze igisekuru hamwe na skeleton yifotoje, ikarita yimbitse, cyangwa igishushanyo mbonera kugirango uhimbe neza
Gushushanya no gushushanya kugirango uhindure amafoto, ukureho ibintu, cyangwa wagure ibintu birenze imipaka yumwimerere
Sitidiyo yimikino hamwe nabashushanya batanga imiterere, ikibaho cyimyumvire, hamwe numutungo utandukanye vuba kandi bihendutse
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
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Ibibazo bikunze kubazwa
What is Stable Diffusion?
Stable Diffusion ni isoko ifunguye inyandiko-yerekana ishusho, yasohowe na Stability AI mumwaka wa 2022, itanga amashusho mugukuraho urusaku buhoro buhoro aho rutangirira. Kuba ifunguye kandi ikoreshwa kubakoresha GPUs, byakuruye umuryango munini wibikoresho, imirongo myiza, hamwe na porogaramu.
Kurwego rwo hejuru, ni gute moderi yo gukwirakwiza itanga ishusho?
Moderi ya Diffusion yiga guhindura inzira yo gusakuza: guhera ku rusaku, barigaragaza cyane kugeza ishusho ihuye.
Niki gituma Diffusion Stable ikora neza bihagije kugirango ikore kuri GPU?
Diffusion Stable ni moderi yo gukwirakwiza rwihishwa: autoencoder ikanda amashusho kuburyo denoising iremereye ikorera mumwanya muto wihishe.
Nigute inyandiko yawe ihita igira ishusho yakozwe?
Inyandiko ya kodegisi ihindura ikibazo muburyo bwo gushyiramo U-Net binyuze mu guhuza ibitekerezo, kuyobora ibisubizo.
Ni ubuhe buyobozi butagira ibyiciro bukwemerera kugenzura?
Ubuyobozi butarangwamo ubuyobozi buvanga ibyahanuwe kandi bitagabanijwe, bikwemerera guhinduka byihuse cyangwa hasi.
Kuki Stable Diffusion yateje urusobe runini rwibikoresho nka ControlNet na LoRA?
Gufungura ibipimo bireke abaturage bahuze neza kandi bagure icyitegererezo, batanga ibyongeweho nka ControlNet hamwe na adaptate ya LoRA yoroheje.