Njàngale bu amul Klasifikatër
Njàngale bu amul klassifikatër mooy pexem biy tax xeetu diffusion yi topp sa kàddu, di jënd ak jaay yenn wuute ngir gëna dëgër topp.
Résumé
It is the single dial behind the 'guidance scale' slider in nearly every image generator.
Plongeur bu xóot
Diffusion guidée bu njëkk mingi soxla classifier bu wuute ngir push échantillons yi ci class biñ bëgg, te loolu daa yomba dagg te dafay laaj tàggat bu gëna bari. Njàngale bu amul xaaj, bi Jonathan Ho ak Tim Salimans tëral ci 2022, dafay dindi gëm-gëm googu. Ci diiru tàggat-yaram, model bi dafay bàyyi ci anam wu mujjee (texte bi) ci yenn pursàntaasu waxtu, suko defee mu jàng defar waxtaan yu am sart ak yu amul sart ci benn reso. Ci jamonoy jël misaal, dangay doxal model bi ñaari yoon ci jéego bu nekk, benn yoon ak laaj bi ak benn yoon amul, ba noppi nga extrapole fu sori ci wax ji amul sart ci benn sart. Bariwaayu extrapolation bi mooy balansu tegtal bi: valeur yu gëna rëy dañuy forse adhésion bu gëna dëgër ak saturation bu gëna am doole, waaye valeur yu gëna ndaw dañuy joxe variété bu gëna bari waaye matching bu gëna yomba.
Gis-gis xarala
Ci wàllu math, li ñuy wax luy waaja am ci bruit bi mooy wax luy waaja am te amul benn sartu boole ci eskaalu tegtal bi di yokk wuute gi nekk ci diggante wax lu am sart ak lu amul sart. Eskaleer 1 dafay tekki ni amul tegtal; valeur yi ñuy gëna xam mooy 5 ba 9. Pushing scale bi yéeg lool dafay yokk màndarga yi ci saasi waaye dafay jur melo yu bari, kontrast bu metti, ak ay mbiri art, ndax model bi dafay extrapole fu sori ci bitti distribution bimu jàng. Lu tollu ci ñaari paas ci kanam ci jéego bu nekk ngir dindi bruit.
njeextalu pexe
Gaawaay ak yaatuwaay
Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal.
Tabax tànneef
Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo.
Ekip ak def liggéey
Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey.
Ëlëgu Njàngale bu amul Klasifikatër
Gëstukat yi ñu ngi setal tegtal yi ngir mëna topp ci saasi te baña ëpp luñuy ëpp, jaaraleko ci thresholding dynamique, kalendriye tegtal yiy soppi doole ci jéego yi, ak rescaling tricks. Modèle distilled leegi lakk njiit ci benn pass ngir xaaj calcul, ak formulations yu bees yi di banneexu perturbed-attention ak autoguidance bu soxlawul benn bànxaas bu amul benn sartu, ngir am nataal yu ñaw, gëm ci njëg yu yomb.
Doxal ci àdduna dëgg
Defar gliiseur 'CFG' ci diffusion bu dëgër wala Midjourney ngir yemale jaar-jaar bu gaaw ak sos lu bees
Yokkateg tegtal ngir forse generatër bi mu boole ci benn mbir bu jafe joxe, buñu leeral ci laaj bi
Wàññil tegtal ngir am génne yu bari te wuute, yu gëna néew luñuy gëna yokk sooy banneexu ci tànneefi jëmmal yu bari
Tuning tegtali oraaru liggéey ci gasoduc yi ngir wàññi melo-lakk artfact ci renders yu detaay yu bari
Risk yi ak balustrade yi
Yelleefi nataal ak nangu mën na nekk risku yoon sudee fi ñu bawoo leerul.
Performance model bi mën na wuute ci leeraay bi, demographie bi ak environmaa bi.
Njuumteg positive yi mën nañu dem te kenn duko seetlu fileek xool wuñu buntu wóolu sa bopp.
Roadmap ngir samp gi
Mandargal kritërium nangug njub, woowaat ak njëgu njuumte.
Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg.
Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy.
Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo.
Weyal di banneexu
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Gis bi ci topp
Classificateur Bayes naïf
Laaj yi ñuy faral di laaj
What is Classifier-Free Guidance?
Njàngale bu amul klassifikatër mooy pexem biy tax xeetu diffusion yi topp sa kàddu, di jënd ak jaay yenn wuute ngir gëna dëgër topp. Mooy benn cadran bi nekk ci ginaaw gliiseur 'balansu njiit' ci generatëru nataal bu nekk daanaka.
Lan mooy jubluwaay bi gëna mag ci tegtal bu amul klassifikatër?
Njàngale bu amul klassifikatër dafay gëna yokk topp gi ci lu gaaw ci extrapoler ci lu amul sart dem ci wax luy am sart.
Naka lay def ba ab model di jàngee wax luy waaja am te amul benn waruwaay ngir am tegtal bu amul benn classifier?
Bu ñuy tàggat, yenn saa yi dañuy bàyyi laaj bi, suko defee benn reso jàng jikko bu am sart ak bu amul sart.
Lan mooy yokk balansu tegtal bi?
Njàngale mu gëna kawe dafay forse adhésion bu gëna dëgër ak man-man yu gëna am doole, waaye puus ko fu sori lool dafay jur nataal yu bari, yu metti, yu bari ay artfact.
Lu tollu ci ñaata paas ci kanam ci jéego bu nekk ci denoising la tegtal bu amul classifier bi soxla?
Modèle bi dañu koy doxal benn yoon ak prompt bi ak benn yoon amul, ginaaw ga ñu boole prediction yi, lu tollu ci ñaari pass ci jéego bu nekk.
Lan mooy njariñu tegtal bu amul klassifikatër ci tegtal bu am klassifikatër?
Suñu jëfandikoo benn reso ngir ñaari xam-xam yi, dina moytu fragile, classifier bu gëna mag bi diffusion guidée bu yàgg bi soxla.