Ukuba usebenza ngobugcisa obuvelisayo kunye Iziphumo ezibonakalayoIComfyUI yiphaneli yolawulo ekuvumela ukuba ucule kakuhle kwaye wakhe imifanekiso, oopopayi, kunye neevidiyo ezichanekileyo ngotyando. Indlela yayo isebenzisa ii-nodes kunye nokuhamba komsebenzi okuboshwe Oku kuyenza ibe sisixhobo esifanelekileyo kwabo bafuna ukuqonda kunye nokulawula okwenzekayo kwinqanaba ngalinye le-Stable Diffusion.
Kula macandelo alandelayo uya kufumana isikhokelo esinzulu nesisebenzayo sokufunda kakuhle i-ComfyUI kwiiprojekthi zokuyila eziphambili: ukusuka kwisicatshulwa ukuya kumfanekiso, umfanekiso ukuya kumfanekiso, iSDXL, ukupenda kunye nokupeyintaUkusuka kwisikali, i-ControlNet, i-embeddings, i-LoRA, iindlela ezimfutshane ezibalulekileyo, kunye nokuhamba komsebenzi wevidiyo kunye ne-Stable Video Diffusion kunye ne-AnimateDiff. Zonke zinikezelwe kwisitayela esibandakanyekayo, kunye nemizekelo ebambekayo kunye neengcebiso zokuphepha iibhotile kunye neempazamo eziqhelekileyo.
Yintoni i-ComfyUI kwaye igqame njani kwezinye iindawo?
I-ComfyUI yimodyuli, i-GUI esekwe kwi-node ye-Stable Diffusion ekuvumela ukuba wakhe iinkqubo zesiko ngokudibanisa iziqwenga ezinjengeebhloko ze-Lego. Indawo nganye yenza umsebenzi (ukulayisha imodeli, ukufakwa kweekhowudi zombhalo, isampulu, ukuguqula iikhowudi, njl.njl.) kwaye idibanisa nabanye ngokusebenzisa "imida" ephethe idatha ukusuka kwinqanaba ukuya kwelinye.
Xa kuthelekiswa ne-AUTOMATIC1111, iComfyUI ibonelela elubala ngakumbi kunye nokuba bhetyebhetye. Ungajonga kwaye ulungise ngqo ukuhamba kwedathaOku kukuvumela ukuba wabelane ngokuqhutywa komsebenzi ophindaphindwayo kunye nokwahluka kweprototype ngaphandle kwekhowudi yokuchukumisa. Icala elisezantsi kukuba i-interface inokutshintsha ngakumbi phakathi kweeprojekthi kwaye ifuna ukuqhela "ukucinga ngokwemigaqo yeendawo."
Ukuba lixesha lakho lokuqala, ungakhathazeki: Ngokufanelekileyo, kufuneka uqale ngokuqukuqela okusisiseko, uyenze, kwaye emva koko wongeze okanye ubuyisele iindawo. ukuqonda ukuba iqhekeza ngalinye linegalelo elingakanani. Ekugqibeleni, elo jiko lokufunda lihlawula izabelo kulawulo loyilo kunye nokusebenza.
Iibhloko zokwakha ezibalulekileyo: iindawo zokuhlala, imidibaniso, kunye nolawulo olusisiseko
Kwi-canvas ye-ComfyUI uya kubona "iibhokisi" (i-nodes) kunye ne-input and output port. Tsala ukusuka kwimveliso ukuya kwigalelo elihambelanayo Ukwenza umdibaniso, khulula iqhosha kwaye ukhethe indawo ecetyiswayo elandelayo. Ukuba ufuna ukucima into ethile, yikhethe kwaye ucinezele u-Cima, kwaye ukuba ufuna ukuqala kwakhona, sebenzisa inketho ecacileyo.
Ukuhambahamba kulula kakhulu: sondeza ngevili lemouse okanye cinezela umqondisoTsala ukujikeleza i-canvas kwaye ucofe kwaye ubambe kumazibuko ukwenza amakhonkco. Nciphisa iindawo ezinechaphaza kwikona ephezulu ngasekhohlo xa ufuna ukucima imbonakalo.
Ingcebiso eluncedo: xa uvavanya iiparamitha, buyisela Gcina uMfanekiso ngomfanekiso wokuJonga kwangaphambili. Ngale ndlela awugcwalisi idiski ngeziphumo zethutyana. ngelixa uphindaphinda kumbhobho wakho.
Isicatshulwa ukuya kumfanekiso inyathelo ngenyathelo: ukusuka kwi-prompt ukuya kwi-pixel
I-classic text-to-image flow yakhiwe ngeendawo ezimbalwa eziphambili. Uqala ngokulayisha indawo yokukhangela, faka ikhowudi yoncedo lwakho, yenza iilates nge KSampler, kwaye ugqibe nge VAE. ukufumana umfanekiso wokugqibela.
Ukukhetha imodeli eneNqanawa yokuHlola
I-node ye-Load Checkpoint ihambisa iziphumo eziphambili ezintathu: i-MODEL (UNet), i-CLIP (i-encoder yombhalo), kunye ne-VAE. IMODEL iqhagamshela kwi-KSampler, i-CLIP kwiindawo zokubhaliweyo, kunye ne-VAE kumfanekiso we-encoding/decoding part.Ukuba awuyiboni imodeli yakho kuluhlu, yibeke kwindawo yokujonga ifolda eqwalaselwe yiComfyUI.
Iingcebiso ezilungileyo nezingalunganga nge-CLIP Text Encode
Uzakusebenzisa iinodi ezimbini ze-CLIP Text Encode: enye ye "positive" ukukhawuleza kunye nenye "engalunganga" yokwaziswa kwe KSampler. I-CLIP iguqula amagama akho abe luzinziso olunomgangatho ophezulu eya kukhokela ukususwa kwengxolo. Ungalinganisela amagama nge-syntax efana (igama: 1.2) ukunika ubunzima obuninzi okanye (igama: 0.8) ukulithabatha.
Ukuba usebenza ngokuzinzisa isiko, unokubhekisa kubo ngamagama. Yindlela yokutofa imiba efundiweyo okanye izimbo. ngqo kwisicatshulwa esikhokela isizukulwana.
Umfanekiso ofihlakeleyo kunye nobukhulu obucetyiswayo
Isizukulwana siqala kwindawo efihlakeleyo. Nge-node yomfanekiso ofihlakeleyo ongenanto, uchaza ubude, ububanzi, kunye nobukhulu bebhetshi. Basebenza kakuhle kakhulu SD 1.5, 512×512 okanye 768×768Kwi-SDXL, i-1024x1024 ihlala ilungile. Khumbula ukuba isisombululo kufuneka siphindaphindwe ka-8 ngenxa yoyilo lwemodeli.
I-VAE: ukusuka kwi-latent ukuya kwi-pixel (kunye ne-vice versa)
I-VAE iyacinezela kwaye yakha ngokutsha, idibanisa ihlabathi leepixels kunye nelatents. Idecoded ekugqibeleni ukufumana umfanekiso obonakalayo.Nangona kunjalo, kwimisebenzi efana nokupeyinta, unokukhowuda kumfanekiso wegalelo. Ukutshintshana ngokusebenza kakuhle, kukho ilahleko encinci: izinto ezincinci ezinokubonakala zithelekiswa nomfanekiso ofanelekileyo.
KSampler: intliziyo yosasazo
Le node yeyona isusa ingxolo ngokuphindaphindiweyo ide ibe yinto ebonakalayo kumxholo okhokelwa yi-prompt yakho. Iiparamitha eziphambili: imbewu (ukuphinda-phinda), amanyathelo (inkcukacha kunye nokucoca), isampuli kunye nomcwangcisiI-denoise control ilawula ukuba yimalini ephinda ibhalwe; kwindawo enye yengxolo epheleleyo, kwaye amaxabiso asezantsi agcina isiginali yomthombo (iluncedo kumfanekiso-kumfanekiso).
Ulungiselelo oluluncedo lulawulo_emva_kwisizukulwana, oluchaza ukuba imbewu yenza ntoni emva kokuphunyezwa ngakunye. Ungayishiya ilungisiwe, uyandise, unciphise, okanye wenze ngokungakhethiyo. ukwahlula ukuphuma ngaphandle kokuchukumisa nantoni na eyenye.
Umfanekiso kumfanekiso, i-SDXL, ukupenda kunye nokupeyinta
Ukutshintshela kumfanekiso-ngomfanekiso wokuhamba komsebenzi wongeza igalelo lomfanekiso kwaye ulungelelanise i-denoise ukulinganisa ukuthembeka kunye nobuchule. Ingxolo encinci, intlonipho eyongezelelweyo yesithombe sokuqalaOkukhona lisanda inani, kokukhona inkululeko engakumbi yokutolika ngokutsha.
I-SDXL isebenza ngokufanayo, kuphela ngezigqibo eziphezulu kunye nenkqubo etyebileyo yokufakwa kweekhowudi. Ukuba i-GPU yakho iyakuvumela, sebenzisa isisombululo se-1024x1024 kwaye ubeke iliso kusetyenziso lweVRAM.Uya kubona ukuphucuka ngokweenkcukacha, ukuhambelana, kunye ne-colorimetry.
Ukupeyinta, layisha umfanekiso kwaye uchaze imaski yokuhlela kwiMaskEditor. Sebenzisa i-VAE Encode (ye-inpaint) kwaye uqwalasele amandla e-denoise ukugqiba ukuba yimalini enokwenziwa ngokutsha. Khumbula ukuba kukho iindawo zokukhangela ezikhethekileyo zokupeyinta, nangona unokuphinda usebenze ngomgangatho ngokulungisa iindawo ezifanelekileyo.
Kwi-outpainting i-canvas iyandiswa ngePad Image ye-Outpainting. Lawula ekhohlo, phezulu, ekunene, ezantsi ukongeza ipixels, faka iintsiba ukugudisa ukudibanisa kwaye usebenzise i-grow_mask_by kwikhowudi ye-inpaint (amaxabiso amakhulu kune-10 ahlala enika utshintsho lwendalo ngakumbi).
Ukukala: I-Pixel vs. ILatent kunye nexesha lokukhetha nganye
Ukukala kwiComfyUI kunokusondelwa ngeendlela ezimbini. I-pixel ephezulu iyawandisa umfanekiso obonakalayo (ikhawuleza kwaye ilula, kunye ne-algorithms efana ne-bicubic, i-bilinear okanye ikufutshane-echanekileyo), ngelixa i-Upscale latent iphinda iguqulelwe kwindawo efihlakeleyo (ixesha elininzi, kodwa yongeza iinkcukacha kunye nokuthungwa).
Ukuba ufuna ukufumana okuninzi kwi-render, zama ukukala ngemodeli ngoLayisha iModeli ye-Upscale kunye ne-Upscale Image node (usebenzisa iModeli). Khetha iimodeli ezikhethekileyo (umzekelo, i-anime okanye inyani) kunye ne-2x okanye i-4x factor kuxhomekeke kwinjongo yokugqibela.
Xa ujonge ukunyaniseka ngokupheleleyo kweyoqobo, ukukala kwepixel ngumhlobo wakho. Ukuba unomdla wokutyebisa umfanekiso ngolwazi oluninzi kunye neenkcukacha ezincinci, emva koko indlela efihlakeleyo iyakhanya (eyaziwa nangokuthi "i-Hi-res latent fix").
ControlNet: Ulawulo oluchanekileyo kunye nemida, ukuma, ubunzulu, kunye nokwahlulahlula
I-ControlNet ivumela ukubeka imeko kwisizukulwana ngeemephu zesakhiwo kunye iziphumo ezikhethekileyo njenge lineart, ubunzulu, OpenPose, okanye ulwahlulo. Ilungele ukuphinda-phinda isakhelo, imizobo, okanye iisilhouettes. ngaphandle kokuncama isimbo esichaza isicatshulwa. Lungisa amandla okulawula ukulungelelanisa isikhokelo kunye nenkululeko.
Ukuhamba komsebenzi okuqhelekileyo kubandakanya ukucubungula kwangaphambili (umzekelo, ukukhupha i-edge okanye ukumisa kumfanekiso) kunye nemodeli ehambelanayo ye-ControlNet. Ngee-ControlNets ezimbini okanye ngaphezulu unokunyanzelisa imithetho ehambelanayo (umzekelo, ukuma komntu + ubunzulu) ukuphumeza iziphumo ezihambelana kakhulu.
Umphathi weComfyUI: Faka, uhlaziye, kwaye ukhangele iindawo eziphuma kujongano
Umphathi weComfyUI wenza lula ubomi xa ukuhamba komsebenzi kucela iindawo zesiko ongenazo. Ukusuka kwimenyu ngokwayo, faka izinto ezingekhoyo kwaye uqalise kwakhona iComfyUI ngoko zifumaneka. Unokujonga kwakhona uhlaziyo kwaye usebenzise utshintsho ngonqakrazo olunye.
Ukongeza ii-nodes kwi-canvas yakho, cofa kabini kwindawo engenanto kwaye uvule umfumani. Yindlela ekhawulezayo yokufumana kunye nokwenza eyona block oyifunayo ngaphandle kokujonga kwiimenyu ezinde.
Ukuzinzisa: iikhonsepthi zesiko kunye nezimbo kwiingcebiso zakho
Uzinziso ( olukwabizwa ngokuba yi-text inversion) "ngamagama" amatsha aqulathe isimbo esifundiweyo okanye ingqikelelo, njengezihluzo okanye iziphumo ze-hallucinatory. Kufuneka nje ubhale into enje embedding:NombreDelEmbedding ngokukhawuleza kwaye iComfyUI iyakukhangela ifayile ehambelanayo kwisiqulathi seefayili sokuzinzisa.
Ukuba uphatha uninzi lwazo, ukugqibezela ngokuzenzekelayo yigolide. Ngeendawo ezifana neComfyUI-Custom-Scripts ufumana iingcebiso xa uchwetheza "ufakelo:"Oku kukhawuleza inkqubo yokhetho kwaye kunciphisa iimpazamo zokuchwetheza.
Unokwenza umlinganiselo wokuzinzisa kanye njengekota eqhelekileyo. Uhlobo lwesintaksi (embedding:Nombre:1.2) ukwandisa okanye ukunciphisa impembelelo yayoUkuzama ngobunzima ngundoqo ekufezekiseni ukulingana phakathi kwesitayela kunye nomxholo.
LoRA: Lungisa indawo yakho yokukhangela kwaye udibanise izitayile ezahlukeneyo
I-LoRA kukukhanya okulungileyo okuguqula i-MODEL kunye ne-CLIP yendawo yokukhangela ngaphandle kokuchukumisa i-VAE. Isetyenziselwa ukutofa izimbo ezithile, abantu, okanye izinto. Ikhaphukhaphu kwaye iguquguquka kakhulu. Ukuhamba komsebenzi okusisiseko: indawo yokukhangela isiseko somthwalo, yongeza i-LoRA, chaza izindululo, kwaye uqalise.
Iimeko ezininzi zeLoRA ngaxeshanye? Ngokugqibeleleyo kunokwenzeka. Zisetyenziswa kwi-cascade, kwaye nganye yakha kwi-yangaphambili.Ukuba ufuna ulawulo lwegranular, sebenzisa "stack" nodes ezikuvumela ukuba uvule / uvale kwaye ulungelelanise amandla kwi-LoRA nganye.
Iindlela ezimfutshane kunye namaqhinga okusebenza ngokukhawuleza
Imveliso kwiComfyUI iyanda xa usazi kakuhle iindlela zayo ezimfutshane. Khuphela/uncamathisele (Ctrl+C / Ctrl+V), coma amangeniso okugcina (Ctrl+Shift+V)Khetha iindawo ezininzi ngeCtrl, zihambise njengeqela ngoShift, okanye uthulise okwethutyana indawo ngeCtrl+M ukuyitsiba.
IiPNGs ezenziweyo zigcina ukuhamba komsebenzi okuzinzisiweyo njengemethadatha. Tsala i-PNG kwi-canvas ye-ComfyUI ukwakha kwakhona ukuhamba okuchanekileyo owayisungulayo. Ilungile kugcino lweenguqulelo okanye ukwabelana nabanye.
Elinye icebiso elibalulekileyo: lungisa imbewu xa udibanisa iinkqubo ezinde. I-ComfyUI iphinda iphumeze i-node ukuba igalelo layo liyatshintshaNgoko ke ukugcina imbewu izinzile kukuthintela ekubeni uphinde uqokelele amaqhekeza osele unawo.
Khuphela kwaye ungenise ukuhamba komsebenzi womntu wesithathu
Eyona ndlela ibalaseleyo yokufunda kukulayisha ukuqhutywa komsebenzi womntu wesithathu kunye nomfuniselo. Khuphela ifayile ye-JSON, uyikhulule ukuba ikwifayile yeZIP, kwaye uyingenise kwicanvas.Ukuba ubona iimpazamo ngenxa yeendawo ezilahlekileyo, zifake usebenzisa uMphathi kwaye uqalise kwakhona.
Uninzi lokuhamba komsebenzi lubandakanya izinto ezimbini ezahlukeneyo: enye "eqhelekileyo" kunye nenye enokulinganisa okongeziweyo. Jonga iindawo ngokusondeza kwaye ujonge iiparamitha ngeglasi yokukhulisa. Ukuqonda izigqibo zomdali wayo, emva kokusombulula ukuxhomekeka, cofa i-Queue Prompt kwaye ujonge isiphumo.
Ukusasazwa kweVidiyo eZinzileyo (SVD): ukusuka kumfanekiso omileyo ukuya kwikliphu yopopayi
I-SVD yandisa iparadigm yosasazo kwixesha, ivelisa iiklip ezimfutshane kwimifanekiso. Kukho iintlobo ngeentlobo ze-14 kunye ne-25 yezakhelo (SVD kunye ne-SVD-XT) ngesisombululo esiqhelekileyo se-576 × 1024 kunye ne-fps elungisekayo phakathi kwe-3 kunye ne-30. Iqeqesha kwiiseti zevidiyo ezinkulu kwaye icokisa ngezinto ezikumgangatho ophezulu.
KwiComfyUI unokulungelelanisa iiparamitha ezintathu ezibalulekileyo. I-ID yebhakethi eshukumayo ilawula ubunzulu bokufudukaI-fps ibonisa isantya sokudlala, kwaye "inqanaba lokuphucula" lithatha isigqibo sokuba ingakanani inguqu enokusetyenziswa ukusuka kumfanekiso osisiseko (ingxolo eninzi ithetha utshintsho olungakumbi).
I-U-Net idibanisa ingqalelo yexeshana ukuphatha ukulandelelana kwezakhelo njengomthamo ohambelanayo. Oku kuvumela ingxolo ukuba isuswe kuzo zonke izakhelo ngaxeshanye. kunye nokugcina ukuqhubekeka okubonakalayo, ukunciphisa ukuphaphazela phakathi kwemifanekiso.
I-animateDiff kwi-ComfyUI: Isicatshulwa kwiVidiyo kunye neVidiyo kwiVidiyo
I-AnimateDiff ikuvumela ukuba uvelise ulandelelwano lwe-animated ukusuka kwisicatshulwa (txt2vid) okanye uguqule ulandelelwano lwemifanekiso (vid2vid). Ukusebenza ngokukhululeka kwizisombululo eziphakathi kunye ne-ControlNet ezimbiniKunconywa i-NVIDIA GPU ene-10 GB yeVRAM; nge-8 GB unokuthoba isisombululo okanye unamathele kumxholo we-txt2vid kunye.
Izixhobo eziluncedo zokuseta okusingqongileyo: I-Git yokuhlanganisa iindawo, i-7-Zip yokukhupha ipakethe ephathwayo ye-ComfyUI, kwaye ngokuzikhethela, i-FFmpeg yokufaka iikhowudi ze-GIF okanye iiMP4 ukusuka kwiindawo zokuhlanganisa (bona izifundo zevidiyo zokwenza iziphumo zobugcisa). Ukuba iFFmpeg ayikho kuMENDO, imijelo isezakwenza imifanekiso.Nangona kunjalo, iinodi zevidiyo zinokusilela ukupakisha.
Faka iComfyUI ephathekayo, sebenzisa iskripthi esifanelekileyo (umzekelo, run_nvidia_gpu) kwaye wongeze iindawo eziphambili zesiko: I-AnimateDiff iVelile, iComfyUI-Manejala, iNetwork yoLawulo oluPhezulu kunye neVideoHelperSuiteUkusuka kuMphathi, ifakela i-ControlNet encedisayo kunye ne-FizzNodes preprocessors yokucwangcisa phambili.
Iimodeli ezifunekayo: ii-checkpoints ze-SD 1.5 ezihambelanayo, i-VAE eqinile, iimodyuli ezishukumayo ze-AnimateDiff (eyokuqala okanye ephuculweyo njengeTemporalDiff okanye iinguqulelo ezizinzileyo) kunye neemodeli ze-ControlNet ezifana ne-Lineart, Ubunzulu okanye i-OpenPose. Beka ifayile nganye kwifolda yayo ehambelanayo. (iindawo zokukhangela, i-vae, i-controlnet, intshukumo) ukuba ivele kubakhethi beendawo.
Iinodi ezikhethekileyo zevidiyo kunye neeparamitha
Kwivid2vid, sebenzisa uMlayishi woMfanekiso owalatha kwisiqulathi seefayili zezakhelo. image_load_cap imida ukuba zingaphi izakhelo ezilayishiweyo`ukutsiba_kokuqala_imifanekiso` itsiba imifanekiso yokuqala, kwaye `khetha_nganye_nth` iisampulu ezisezantsi zolandelelwano (umzekelo, 2 ukuthatha isakhelo esinye kwisibini ngasinye).
Umbala wee-nodes ezikhawulezayo unokwenziwa ngokwezifiso ukuchongwa ngokukhawuleza. Okuluhlaza ku-positive, obomvu ku-negative Yipatheni eqhelekileyo, nangona ingachaphazeli ukusebenza. Ngalo lonke ixesha khangela ukuba imodeli yakho yokulayisha iinowudi yalatha kwiifayile ezikhoyo.
Iinketho zeemeko ezifanayo zandisa ubude "obusebenzayo" bopopayi. Ichaza ubude bomxholo (umzekelo. 16), ulandelelwanokwaye, ukuba kufanelekile, imowudi yelophu. Iparameter yenyathelo lomxholo izama ukwenza ukudlula kwehlabathi kwaye ugcwalise abaphakathi, kodwa inokunyusa kakhulu ixesha lokubala.
I-FizzNodes ibonelela ngomcwangcisi webhetshi obhetyebhetye kakhulu. Sebenzisa pre_text kunye app_text kwizimaphambili nezimamva kwaye uchaze utshintsho kwisakhelo ngasinye ngezibini zodidi lwesakhelo_number: ngokukhawuleza. Kuphephe ukongeza iikoma ekugqibeleni ukuthintela iimpazamo zokwahlulahlula.
Kwi-KSampler, nyusa amanyathelo ngaphezulu kwama-20 evidiyo. CFG iphathwa njengoko kubonisiwe emfanekisweni; zama iisampulu ezahlukeneyo (I-Euler_a ihlala isebenza kakuhle). Kwi-vid2vid, yehlisa i-denoise ukuba ufuna ukugcina izijekulo zoqobo kunye nokwakheka, kwaye uyandise ukutolika kwakhona kwasimahla.
I-node edibeneyo ye-AnimateDiff ulandelelwano lweepakethe. Khetha ifomathi (gif/mp4), isakhelo_ireyithi, loop_count kunye nepingpong Ukuba ufuna ukuyidlala emva naphambili, yenza "gcina umfanekiso" ukugcina ubuncinci isakhelo esinemetadata yokuhamba komsebenzi.
Iingcebiso zomsebenzi kunye nokusombulula iingxaki
Kulawulo olukhulu, yongeza ulwenzo lwesibini lwe KSampler ekugqibeleni. Zama kwakhona i-Motion LoRA kunye neenethiwekhi zolawulo ezigudileyo Kwimifanekiso emileyo, amandla amaninzi anokuthi "aqine" intshukumo; kwividiyo, amandla amaninzi anokwenza intshukumo ibonakale iqinile. I-OpenPose igqwesile ekugcineni izijekulo zabantu.
Ukuba "iimpazamo zohlobo olungelulo" ziyavela, qinisekisa ukuba indawo nganye yomthwalo inemodeli ekhethiweyo. Gcina ukhumbula ukuba ezinye iindawo zokugcina ii-node zinokungqubana enye kwenye. Ukuba sele usebenzisa i-ComfyUI yeminye imisebenzi, khubaza ezingqubanayo okanye wenze iimeko-bume ezahlukeneyo.
Kwi-vid2vid, lungiselela ulandelelwano kwi-12-15 fps ukuba unomdla wokukhawulezisa inkqubo. Ungasebenzisa izixhobo ze-intanethi okanye abahleli ukukhupha izakhelo kwaye unciphise isixa esipheleleyo phambi kokulayisha kwiComfyUI. Emva koko lungisa isakhelo_inqanaba lokugqibela lephakheji ngokobuhle obufunayo.
Ukusebenza kakuhle kunye nezenzo zombutho
Seta imbewu xa udibanisa amanqanaba amaninzi kwaye usebenzise amaqela ukuhambisa iibhloko ezinxulumeneyo. Nciphisa iindawo zesibini ukuze ubone "i-skeleton" yokuhamba kwaye utshintshe phakathi kwe-Gcina/I-Preview nodes kuxhomekeke ekubeni ukuvavanyo okanye isigaba sonikezelo sokugqibela.
Gcina iindawo zihlaziyiwe kunye noMphathi kwaye ubhale iiyantlukwano zakho ngokugcina umfanekiso ngokuphinda-phinda okufanelekileyo. I-ComfyUI ifakela njani ukuhamba komsebenzi kwiPNGUya kuba nerekhodi egqibeleleyo yenkqubo ngaphandle kokuphulukana nomkhondo.
Kwaye ukuba awufuni ukufaka nantoni na, kukho iinketho ezisekwe kwilifu apho unokuvula ukuhanjiswa komsebenzi owakhelwe ngaphambili kunye neetemplate ezidumileyo ngemizuzwana. Yindlela ekhawulezayo yokwenza iprototyping okanye ukusebenza namaqela amancinci ngaphandle kokuncama iindawo eziphambili.
Indibaniselwano ye-ComfyUI, i-ControlNet, i-LoRA, i-embeddings kunye neemodyuli zevidiyo zenza inkqubo yendalo enamandla kakhulu namhlanje. Ngokuziqhelanisa, uya kufunda ukuba yeyiphi icwecwe omawudlale kwinjongo nganye yobuhle.Nokuba yi-hyperrealistic portrait, ukukhulisa okucocekileyo, ipeyinti echanekileyo, okanye ikliphu enentshukumo ehambelanayo kunye nesimbo.
Yonke into esiyibonileyo ipeyinta umfanekiso ocacileyo: qala ngokuqukuqela okusisiseko, yongeza ulawulo lwenyathelo ngalinye, kwaye udibanise itemplates zakho ukuphinda iziphumo. Xa ufaka i-logic ye-nodes kwaye uyazi iiparameters eziphambiliI-ComfyUI iba ngumatshini wokucinga olungele nayiphi na iprojekthi yeziphumo ezibonakalayo ezinoDiffusion oZinzile, zombini kumfanekiso kunye nevidiyo.
