Uyisebenzisa njani iStable Diffusion 3 kwiPC yakho: iimfuno kunye neemodeli ezicetyiswayo

ukuba yenza imifanekiso emangalisayo nge-AI kwikhompyuter yakho, Ukusasazwa okuZinzileyo 3 Yenye yezona ndlela zinomdla kakhulu, ngenxa yokuguquguquka kwayo, umgangatho, kunye ne-ecosystem yemodeli. Kwesi sikhokelo, ndiza kuchaza ukuba ungayenza njani isebenze kwikhompyuter yakho, into oyidingayo ukuze iqhube kakuhle, kunye nendlela yokufumana okuninzi kujongano lwayo inyathelo ngenyathelo ukuze uzive usekhaya kwasekuqaleni komzuzu.

Yintoni iStable Diffusion 3 kwaye kutheni ifanelekile?

I-Stable Diffusion ngumzekelo we ivelisa imifanekiso ngokubhaliweyo eye yaba ngumgangatho we-de facto ngenxa yendalo yayo evulekileyo, umgangatho, kunye nenani lezixhobo ezijikelezayo. Ngokuguqukela kwi-Stable Diffusion 3 (SD3), ifilosofi ukuba nabani na onokuyenza Khuphela iimodeli, uzidibanise, kwaye uziqhube ekuhlaleniebonelela ngokuzimela kunye nolawulo kwezinye iindlela ezivaliweyo.

Inzuzo enkulu ye-Stable Diffusion 3 isala ukuba ungasebenza ekuhlaleni, ngaphandle kokuxhomekeka kwiiseva zangaphandle: Usebenzisa iimodeli kwiPC yakhoUkhetha ukuba ufake ntoni, uhlaziye ntoni, kwaye uzigcina njani iziphumo zakho. Ngaphaya koko, i-ecosystem ikuvumela ukuba usebenze nayo iimodeli zesiko (abaqeqeshelwe izimbo ezithile, iindidi okanye izifundo) kunye nezinto ezincedisayo zokucokisa ubuso, amehlo okanye ukwandisa isisombululo.

Ukwenza izinto zibe lula kuwe, esi sikhokelo siya kusebenzisa ujongano olulula nolubonakalayo olunje Ukusasazwa lulaeyenza kube lula ukufakela kunye nokusetyenziswa. Nangona i-Stable Diffusion 3 inokufuna ukuhambelana okuthe ngqo ngokuxhomekeke kujongano olukhethiweyo, ukuhamba komsebenzi kunye neengqikelelo oza kuzibona apha ziya kusebenza kuzo zombini i-SD3 kunye neenguqulelo ezifanayo zemodeli, ngenzuzo yokuba awudingi ulwazi oluphambili ukuqala ukuvelisa imifanekiso ukusuka kusuku lokuqala.

Ubuncinci kunye neemfuno ezicetyiswayo

Ufakelo kunye Easy Diffusion yi ngqo kakhuluIyafana nayo nayiphi na inkqubo yedesktop. Oko kuthethiweyo, kuyacetyiswa ukuba uphonononge iimfuno kuqala ukunqanda ukothuka kwaye ulawule ngokufanelekileyo ukusebenza kwakho kunye nomgangatho olindelekileyo.

Ubuncinci, uya kufuna i iprosesa (CPU), 8 GB ye RAM kwaye ubuncinci 25 GB yokugcina Mahala. Isixhobo sinokusebenza ngaphandle kweGPU ezinikeleyo, njengoko kunokwenzeka ukunyanzela ukunikezelwa kwe-CPU, nangona isantya siya kuba siphantsi kakhulu; kuvavanyo kunye nesiphumo kwi isisombululo esisezantsi inokwanela.

Ukuba usebenzisa imizobo ehlanganisiweyo, qiniseka ukuba ubuncinane banayo I-2 GB yememori yevidiyoNgaphandle koko, unokufuna ukunyanzela imowudi ye-CPU ukunqanda iimpazamo ngenxa yememori enganelanga, ugcine engqondweni oko amaxesha esizukulwana Ziya kuba zinde.

Ukusebenza okugudileyo kunye nezigqibo eziphezulu, i-GPU ezinikeleyo (i-NVIDIA okanye i-AMD) ilungile. Ngokwenyani, inkqubo eneGPU ezinikeleyo iyacetyiswa. I-8 GB ye-VRAM okanye ngaphezuluOkukhona une-VRAM ethe chatha, kokukhona unokusebenza ngokukhawuleza, kokukhona uphezulu isisombululo onokuthi usixhase ngokupasa ngakunye, kunye nokhetho oluphambili ngakumbi onokuthi uluvule ngaphandle kweebhotile. Kuyanceda ukuba ne ibhasi yememori ekhawulezayo kwigrafu.

Ufakelo lwamanyathelo ngamanyathelo ngoDiffusion olulula (iWindows)

Nangona unokusebenzisa iLinux okanye iMacOS, apha siza kugxila kwiWindows njengoko yeyona ndawo ixhaphakileyo. Inkqubo ilula kakhulu kwaye ifuna kuphela ukulandela izikrini ezimbalwa zomfaki.

1. Khuphela isifakeli. Ndwendwela i-Easy Diffusion repository (umzekelo, kwi-GitHub) kwaye ukhethe iphakheji ehambelana neyakho. inkqubo yokusebenzaKwimeko yethu, khetha inguqulo yeWindows. Gcina ifayile kwifolda ekulula ukuyifumana.
2. Ukuphunyezwa kunye nofakelo. Vula i-installer kwaye uqhubeke usebenzisa iqhosha. "Okulandelayo" Ukwamkela amanyathelo. Akukho maqhinga apha: landela ngokulula iwizard kwaye ugcine useto olungagqibekanga ngaphandle kokuba uneemfuno ezithile.
3. Khetha indawo echanekileyo. Kubalulekile ukuyifaka kwi-a incwadi eneenkcukacha ezingcanjini ukusuka kwi-drive (umzekelo, C:/Easy-Diffusion). Umfaki uya kukhuphela ukuxhomekeka okongeziweyo ngexesha lenkqubo, ngoko ke mayigqibezele nokuba kuthatha ixesha. Xa igqityiwe, khetha inketho yokwenza indlela emfutshane kwidesktop ukwenza kube lula kuwe ukuqalisa isixhobo.

Ngofakelo olugqityiweyo, ungaqalisa ujongano olusuka kwi i icon yedesktop okanye ngokuvula isiqulathi seefayili sokufakela nokusebenzisa iscript esibizwa "Qalisa i-UI yoDiffusion eZinzileyo"Ukusuka apha, inkqubo iya kulungiselela yonke into eyimfuneko ukuze uvule isicelo kwisikhangeli.

Ukuqhuba kuqala kunye nojongano: into oza kuyibona

Ekuqaliseni, iwindow emnyama iya kuvula CMD eyakuhlala isebenza ngelixa usebenzisa inkqubo. Musa ukuyivala, kuba yinkqubo ephambili ejongene nayo Layisha iimodeli kwaye ulawule umgca wonikezelo.

Nje ukuba i-backend ilungile, yakho isikhangeli esingagqibekanga ngojongano. Ngamanye amaxesha kungathatha ixeshana ukuba ifuna ukuqinisekisa okanye ukuphinda kufakwe izinto.

I-interface ilungelelaniswe kwiithebhu ezininzi. Ezona ziphambili zimbini “Yenza” (apho uya kudala imifanekiso) kwaye "Useto" (Iisetingi ngokubanzi). Uya kubona kwakhona "Uncedo kunye noluntu" (amakhonkco kumaxwebhu kunye nemithombo), "Hlanganisa iimodeli" (ukudibanisa iimodeli ze-AI) kunye "Yintoni entsha?" (Easy Diffusion changelog). Ngokuhamba kwexesha, iithebhu ezininzi ziye zongezwa kwiimpawu ezintsha.

Kwikona ephezulu ngasekunene ngokuqhelekileyo kuvela a isalathisi sobume Oku kuya kukuxelela ukuba inkqubo iyavelisa, ukuba ilungile, okanye ukuba kukho naziphi na iimpazamo ezenzekileyo. Yindawo yesalathiso elungileyo yokwazi ukuba kwenzeka ntoni ngasemva nangaliphi na ixesha.

Iisetingi ezibalulekileyo "kwiSetingi"

Ngaphambi kokuba uqale ukuvelisa, luluvo olulungileyo ukuphonononga ngokukhawuleza useto. Ukutshintsha ezi zikhetho kunokwenza umahluko phakathi kwamava agudileyo kunye nokugcwala kokulinda. Nazi ezona zifanelekileyo.:

• Gcina iMifanekiso ngokuzenzekela: Yenza ugcino oluzenzekelayo kuyo yonke into oyivelisayo. Unokukhetha ifolda yendawo kunye nefomathi yemethadatha ukugcina ulwazi lwesizukulwana.
• Nqanda imiFanekiso ye-NSFW: yenza isiphumo somfiliba sisebenze umxholo omdala oko kunokuvela; luncedo ukuba wabelana ngezixhobo okanye ufuna ukunqanda izinto ezothusayo.
• Ukusetyenziswa kweMemori yeGPU: Lungisa unyawo lweVRAM: low (2-4 GB), Ukulungelelana (4-8 GB) okanye ngokukhawuleza (>8 GB). Ukuba uphelelwa yinkumbulo, qala ku "Low".
• Sebenzisa i-CPU: Inyanzela unikezelo usebenzisa iprosesa. Kucetyiswa kuphela kwiinkqubo ngaphandle kweGPU ezinikeleyo kunye neenjongo zovavanyo, njengoko injalo icotha kakhuluUkuba uneGPU, musa ukuyivula.
• Qinisekisa izenzo ezinobungozi: Icela ukuqinisekiswa xa ucima iifayile okanye ukwenza imisebenzi ebandakanya ilahleko yedatha ngaphakathi kojongano.
• Yenza iDiffusion eZinzileyo ifumaneke kwinethiwekhi yakho: Vula inkonzo kwinethiwekhi yakho yasekhaya ukufikelela kuyo ukusuka kwezinye izixhobo. Bona i "Iidilesi zeseva" Jonga emazantsi ephepha ngedilesi ngqo kunye nezibuko.

Xa ugqibile ukulungisa useto, ungalibali ukucofa “Gcina” ukufaka utshintsho. Ekunene apha ngezantsi uya kubona kwakhona isishwankathelo se Izixhobo zekhompyutha zichongiwe ngesicelo.

Yenza imifanekiso ngeDiffusion eZinzileyo 3

Sele ikwithebhu “Yenza”Uya kubona indawo enkulu yokubhaliweyo phantsi kwe "Faka i-Prompt". Apho uya kubhala inkcazo yento ofuna ukuyiphumeza. Kuyacetyiswa ukuba ubhale umyalezo ngaphakathi isiNgesi Ngeziphumo ezingcono; ukuba uyathanda, sebenzisa umguquleli, khuphela ibinzana lesiNgesi kwaye ulincamathisele njengoko linjalo.

Xa umyalezo wakho ulungile, cofa iqhosha elimfusa. “Yenza umfanekiso” ukufola kwisizukulwana. Ekunene apha ngezantsi uya kufumana "i-Negative Prompt", esetyenziselwa ukubonisa into ongayifuniyo evelayo (umzekelo: “kumfiliba, umgangatho ophantsi, izandla ezineziphene”).

Ukuba wenze oku kuphela, ubuya kuvelisa iziqwenga ezinomdla. Kodwa umlingo we-Stable Diffusion 3 kunye ne-ecosystem yayo ilele kwiiparamitha zesizukulwana esihambele phambili. Ezantsi kweqhosha lokudala umfanekiso, uya kubona iimenyu ezininzi zokuhla nge inani elikhulu lohlengahlengiso eguqula indlela yokuziphatha yemodeli, isitayile, ukubukhali, njl.

Khumbula ukuba i-AI inovakalelo kumbhalo wegalelo, useto lwesampulu, kunye namanyathelo. Akukho sisombululo silingana-sinye. ulinge kwaye uthathe amanqaku yento esebenza kumxholo okanye isimbo ngasinye, kwaye ungathandabuzi ukuphinda-phinda ngokutshintsha inguqu enye ukuze uqonde impembelelo yayo yokwenyani.

Uhlengahlengiso lwenyathelo ngenyathelo lomfanekiso

Olu lawulo luchaza indlela imifanekiso yakho eyakhiwe ngayo. Zisebenzise ngobulumko, kwaye ukuba uyabambeka, zama amaxabiso angagqibekanga kuqala kwaye usebenze ngendlela yakho phezulu. Eyona ibalulekileyo Zizo:

• Imbewu: imbewu etyisa inkqubo yestochastic. Ungahamba “Ngokuzenzekelayo” Ukufumana iiyantlukwano kunikezelo ngalunye. Ukuba ufuna ukuphinda isiphumo, gcina imbewu.
• Inani leMifanekiso: Qinisekisa ukuba mingaphi imifanekiso eyenziwayo kwaye mingaphi ecutshungulwayo ngokuhambelanayo. Qaphela: inani elisetyenziwe ngokunxuseneyo kufuneka libe ezininzi zetotaliUkuba akunjalo, unikezelo usenokungagqibi kwaye kuya kufuneka uqalise kwakhona usetyenziso.
• Umzekelo: khetha imodeli ye Ukusasazwa okuZinzile ofuna ukuyisebenzisa. Ukuba uneenguqulelo ezininzi (SD3, SDXL, iindawo zokukhangela ezikhethekileyo, njl.), zikhethe apha.
• I-VAE yesiko: Yongeza iVAE ethile ukuphucula iimpawu ezithile (umzekelo, amehlo okanye ubuso). Sisincedisi esiluncedo kakhulu kwizimbo ezithile.
• Isampulu: Le yi-algorithm esusa ingxolo kwaye "iguqule" umfanekiso wokugqibela. Ukutshintsha i-sampler kunokutshintsha uphawu lwesiphumo; ezinye ziyakhawuleza kwaye ezinye zicotha. abaxhasi.
• Ubungakanani bemifanekiso: Chaza ububanzi kunye nobude kwiipikseli. Ukuqala, gcina umlinganiselo 1:1 Ihlala inika iziphumo ezithembekileyo kwaye inqanda iingxaki zeVRAM.
• Amanyathelo okuNgqondo: Inani lamanyathelo esampuli. Amanyathelo amaninzi athambekele ekuphuculeni i mgangathoNangona kunjalo, kukho inqaku lokunciphisa imbuyekezo. Lungisa ngokwesampulu ekhethiweyo.
• Isikali sesiKhokelo: Ilawula ukuba umfanekiso ulandela ngokusondeleyo kangakanani umyalezo. Amaxabiso aphezulu alandela okubhaliweyo. ngokwelizwiAmaxabiso aphantsi avumela inkululeko engakumbi yokuyila.
• I-Hypernetwork: izilungisi ezilungelelanisa isizukulwana kwi a isitayela Ngokuthe ngqo. Iluncedo ekwalathiseni i-aesthetics ngaphandle kokwenza kwakhona i-prompt.
• Ifomathi yemveliso: ifomati (PNG, JPG, njl.) yesiphumo sokugqibela.
• Umgangatho womfanekiso: Umgangatho wefomati (umzekelo, ucinezelo lweJPG) awutshintshi. umgangatho wangaphakathi yomfanekiso owenziweyo, kuphela unikezelo/ifayile yawo.
• Unikezelo lwemimiselo: iinketho ezifana nemboniso ephilayo (idla iVRAM), ubuso/ukulungisa amehlo, ukunyuselwa kwisisombululo esiphezulu (khetha into kunye nendlela) kunye nokuba ugcine okanye ubuyisele umfanekiso wokuqala emva kokunyuswa.

Iqhinga elilungileyo kukuseta ubungakanani besampulu kunye nesampulu, emva koko uvavanye uninzi. amanyathelo kunye nesikhokelo, kwaye emva koko kuphela uchukumise ii-VAEs okanye ii-hypernetworks. Ngale ndlela uya kwazi ukuba yeyiphi iparameter eneneni enegalelo kwaye uphephe ukulahleka kwiindibaniso ezingapheliyo.

Izilungisi zesimbo

Kwicandelo lohlengahlengiso, ungenza kusebenze izimbo zokubonwa kwangaphambili ezitshintsha inkangeleko yomsebenzi wobugcisa (okwenyani ngakumbi, okubonisa ngakumbi, ukufota ngakumbi, njl.njl.). Nangona iinkcazo zingesiNgesi, ii-icon ezinxulumeneyo zinceda ekuchongeni ukuba isimbo ngasinye senza ntoni. Ezi ayizizo kuphela ezinokwenzekaUngabhala ngesandla izitayile, ubuchule, okanye amagcisa kwi-prompt yokwandisa uluhlu.

Into ephambili kukudibanisa ngobulumko. Ukuba uxuba izitayile ezininzi kakhulu, imodeli inokutsalela kwenye okanye kwenye. Kungcono ukuqala isilungisi esinye kwaye wongeze enye ukuba ujonge ukubanjwa okuthe ngqo.

Iinketho malunga nemifanekiso eyenziwe kwangaphambili

Xa uhambisa ikhesa yakho phezu kwe-thumbnail, izixhobo ezininzi ziya kuvela. Nge “Sebenzisa NjengoNgeniso” Uphinda usebenzise ubumbeko olusetyenzisiweyo ukwenza loo mfanekiso kwaye uvelise iiyantlukwano ezihambelanayo. Nge “Yenza Imifanekiso Efanayo” Inkqubo ivelisa iinguqulelo ezifanayo nekhethiweyo.

Unokuzikhuphela kunye ucinga kwifomati esekiweyo okanye kwi JSON nazo zonke iisetingi ezisetyenzisiweyo (kubandakanywa nembewu). Isebenza kakhulu ekwabelaneni ngoseto nabanye abantu okanye ukubhala ezona zinto uzifumanisileyo.

Ukuba ubona iqhekeza elithembisayo kwaye ufuna ukulityhala kancinci, ukhetho “Zoba amanye amanyathelo angama-25” Yongeza amanyathelo ongezelelweyo angama-25 ukucokisa iinkcukacha. Kwaye wakuba unayo, ngumbono olungileyo ukufaka isicelo "Umgangatho ophezulu" ukwandisa isisombululo usebenzisa indlela oyikhethayo yokukala.

Isizukulwana esivela kwimifanekiso kunye nemizobo

Ukongeza kwiteksti, kunye neDiffusion eZinzileyo 3 ungasebenzisa imifanekiso efana ne isikhokelo ukusuka kwi-AI. Uneendlela ezimbini ongakhetha kuzo: qala kumfanekiso owenziwe kwangaphambili okanye ulayishe ifoto/umfanekiso kwikhompyuter yakho ukuze i-AI itolike kwaye iguqule ngokokukhawuleziswayo.

Ukuba ukhetha ukhetho “Zoba”Unokupeyinta umzobo okhawulezayo kwaye uyisebenzise njengesiseko. Imodeli iya kuzama ukuhlonipha ukubunjwa ngokubanzi komzobo kwaye uyigcwalise ngeenkcukacha eziyimfuneko ngokutsho igalelo lombhaloKunzima ukufumana ukuxhoma kuyo ekuqaleni, kodwa ngokuziqhelanisa uya kufumana iziphumo eziqinileyo.

Amanqaku athile kuSasazo oluZinzileyo 3

Nangona ukuhamba okuchaziweyo kuya kukunceda uqalise, khumbula oko I-Stable Diffusion 3 inokufuna izixhobo ezingaphezulu kunye nokuhambelana okuthe ngqo kuxhomekeke kujongano olusebenzisayo. Ukuba usebenza ngeendawo zokukhangela kunye nemibhobho eyilelwe ngokukodwa i-SD3, jonga amaxwebhu akho e-UI ukuze uqinisekise inkxaso kunye neemfuno ze-VRAM.

Iindaba ezimnandi zezokuba ingqiqo yokusebenza ayitshintshi: ingcaciso ecacileyo, ulawulo lwesampulu, amanyathelo, isikhokelo, kunye nokusetyenzwa kwemveliso (VAEs, phezulunjl.). Ukuba ujongano alukayixhasi indawo yokukhangela ye-SD3, ungasebenzisa iimodeli ezihambelanayo eziphakathi okanye uhlale kwiinguqulelo zangaphambili ngelixa usongeza iimpawu eziphambili kwesi sikhokelo kwindlela yakho.

Uyikhupha njani (kwaye ucoce) xa ungasayifuni

Ukuba nangaliphi na ixesha uthatha isigqibo sokuyeka ukusebenzisa isixhobo, ngokulula cima ifolda apho uyifakile khona. Akukho mfuneko ye-uninstaller enzima: cima nje isikhombisi kwaye ugqibile. Ukuba ugcine iimodeli okanye iziphumo kwiindlela eziqhelekileyo, khumbula yenza ikopi ngaphambi kokuba ufuna ukuzibuyisela kamva.

Ngayo yonke le nto, ngoku unemephu yendlela epheleleyo yokusebenza kunye ne-Stable Diffusion 3 kwi-PC yakho: ukusuka kwiimfuno ukuya kufakelo, kubandakanywa useto olubalulekileyo lwe-interface, iiparamitha zokulungiswa kakuhle, kunye nokwandisa ngeemodeli kunye nee-VAEs. Ukuba uzicwangcisa kakuhle, uya kukwazi ukuphindaphinda ngokukhawulezaBhala imidibaniso yakho engcono kwaye ufumane iziphumo eziqinileyo ngaphandle kokuxhomekeka kwiinkonzo zangaphandle, ngoxolo lwengqondo yokuba yonke into isebenza kwisixhobo sakho.