Ukufunda okujulile
Ithegi yethuluzi le-AIEZZ
Ubheka imikhiqizo ye-AI enethegi ethi “Ukufunda okujulile”, enemiphumela efanayo engu-3.
DeeplearningInkundla yokufunda nge-AII-Deeplearning iyinkundla yemfundo eku-inthanethi yobuhlakani bokwenziwa, eqondiswe kubathuthukisi, abafundi, ochwepheshe bobuhlakani bokwenziwa nabacwaningi. Inkundla ihlela izifundo ngezihloko ezifana namanethiwekhi ezinzwa, ukufunda okujulile, ubuhlakani bokwenziwa obukhiqizayo namamodeli amakhulu olimi. Abafundi bangalandela indlela yokufunda esuka ezisekelweni iye ezingeni eliphakeme, baqinise ulwazi ngemisebenzi yokuhlela namaphrojekthi asebenzayo. Ezinye izifundo zihlanganisa izibonelo zezimboni ezifana nokushayela okuzenzakalelayo, ukuxilongwa kwezifo nokukhiqizwa komculo, ukusiza abasebenzisi baqonde ukusetshenziswa kobuchwepheshe. Inkundla iphinde inikeze okuqukethwe kwezindaba zomkhakha wobuhlakani bokwenziwa. Ububanzi bezifundo bukhulu, ngakho abafundi kufanele bakhethe indlela ngokwesisekelo sabo; okunye okuqukethwe kungadinga ulwazi lokuhlela nezibalo.038.5
Stable DiffusionUkudala imidwebo nge-AII-Stable Diffusion iwuchungechunge lwamamodeli e-Stability AI okukhiqiza izithombe. Ikhasi elisemthethweni lamanje lamamodeli ezithombe ligxile ku-Stable Diffusion 3.5, ehlinzeka nge-Large, Turbo ne-Medium: i-Large igxile kukhwalithi yezinga lochwepheshe nasekulandeleni imiyalelo, i-Turbo igcizelela ukukhiqiza okusheshayo ngezinyathelo ezimbalwa, kanti i-Medium ibhalansisa ikhwalithi, ukwenza ngokwezifiso nokusebenza ku-hardware yabathengi. Amamodeli angasetshenziswa ngelayisensi yokuzisingatha, nge-Stability AI API, ngabalingani bamafu noma ngezinhlelo zokusebenza zewebhu, futhi ahambisana nezinsizakalo zokusula, ukubuyisela izingxenye zesithombe, ukunweba isithombe, ukukhulisa usayizi, kanye nokulawula okusekelwe kumidwebo, esakhiweni nasesitayeleni. Ikheli le-GitHub repository elashicilelwa ekuqaleni manje libuyisa u-404; ukusetshenziswa nokusetshenziswa kwezohwebo kufanele kuqondiswe emakhasini asemthethweni amamodeli ezithombe namalayisensi.049
PyTorchAmathuluzi Okuhlela nge-AII-PyTorch iwuhlaka oluvulekile lokufunda komshini olwasungulwa ithimba locwaningo le-Meta AI, futhi manje luphethwe yi-Linux Foundation. Lusebenza kakhulu kubacwaningi bezobuhlakani bokwenziwa, onjiniyela bokufunda komshini, ososayensi bedatha nabafundi. Abasebenzisi bavame ukusebenzisa i-Python ukuchaza amamodeli nezinqubo zokubala eziya phambili, bese besebenzisa ukubala kwama-tensor, i-automatic differentiation namamojuli amanethiwekhi ezinzwa ukuze baqeqeshe, kanye nemitapo yolwazi ehlobene ukuphatha imisebenzi yombono, umsindo noma umbhalo. Igrafu yokubala eyakhiwa ngesikhathi sokusebenza yenza ukuhlola nokulungisa kube lula, futhi isekela ukuqhubekisela phambili i-prototype yocwaningo iye ekusetshenzisweni kwemodeli. Ukusetshenziswa kwangempela kusadinga ulwazi lwe-Python, ukubala kwama-tensor nezisekelo zokufunda okujulile; lapho ikhodi yokuhlola idluliselwa endaweni yokukhiqiza, kudingeka futhi uphathe ngokwakho ukuthunyelwa kobunjiniyela nokumiswa kwezinsiza.057.6Wonke amathuluzi analeli thegi ayaboniswa.