I-AI Foundations
Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.
Umtapo wezincwadi we-AI wamahhala
177 imihlahlandlela yesiNgisi esicacile, izindlela zokufunda ezihlelekile, nomtapo wolwazi ovulekile — wakhiwe inhlangano engenzi nzuzo ye-501(c)(3) ezimele ukuze noma ubani aqonde i-AI yesimanje.
Qala lapha
Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.
Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.
Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.
Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.
Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.
Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.
Amathrekhi esihloko
Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.
Umtapo wolwazi ogcwele
177 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.
I-BitNet ingumugqa wocwaningo we-Microsoft obonisa ukuthi amamodeli ezilimi amakhulu angaqeqeshwa ngezisindo ezikhawulelwe kubhithi elingu-1, noma amanani amathathu...
UbuchwephesheI-GPTQ ne-AWQ izindlela ezimbili ezihamba phambili zokunciphisa amamodeli olimi asevele aqeqeshelwe ukuya ekunembeni okuyi-4-bit ukuze asebenzise ihadiwe eshibhile, encane.
UbuchwephesheI-ROUGE kanye ne-BLEU amamethrikhi azenzakalelayo anamandla okuqhathanisa umbhalo okhiqizwe ngomshini nezinkomba zabantu.
UbuchwephesheI-RAG eqagelayo iyasheshisa futhi ilola isizukulwane esivuswe ukubuyiswa ngokuba nemodeli encane, esheshayo okusalungiswa izimpendulo zamakhandidethi amaningi kusukela kubuyiswe…
UbuchwephesheUkunaka okungatheni kanye nokunganakwa komdabu kuvumela ama-transformer ukuthi abheke kuphela izingcezu ezifanele zokulandelana okude esikhundleni sawo wonke amathokheni, ukusika...
UbuchwephesheI-Watermarking ishumeka isignali yezibalo efihliwe embhalweni okhiqizwe yi-AI ukuze kamuva ibonakale njengebhalwe ngomshini, ngaphandle kokushintsha lokho umfundi ongumuntu...
UbuchwephesheUkukhipha amakhodi okuqagela kusheshisa ukuchazwa kwemodeli enkulu yolimi ngokuvumela imodeli encane yokusalungiswa iqagele amathokheni ambalwa ngaphambili, imodeli enkulu bese iwaqinisekisa...
UbuchwephesheImisebenzi yethonya ilinganisela ukuthi isibonelo ngasinye sokuqeqeshwa sikulolonge kangakanani ukubikezela kwemodeli, okukuvumela ukuthi ulandelele okukhiphayo emuva kudatha ekudalile.
UbuchwephesheI-Batch normalization iyindlela ebeka kabusha okokufaka kusendlalelo ngasinye senethiwekhi ye-neural ngesikhathi sokuqeqeshwa, okwenza amanethiwekhi ajulile aqeqeshe ngokushesha nangaphezulu...
UbuchwephesheAma-hyperparameter yizilungiselelo ozikhethayo ngaphambi kokuqeqeshwa, njengezinga lokufunda noma usayizi wemodeli, imodeli engazifundi yona ngokwayo.
UbuchwephesheUkufunda okuphambene kufundisa imodeli ukuhlanganisa izinto ezifanayo futhi ihlukanise izinto ezingafani endaweni yokushumeka.
UbuchwephesheI-RLHF iwubuchule obushintsha imodeli yolimi eluhlaza ibe umsizi owusizo, onesizotha ngokuyiqeqesha ngokuthandwa abantu.
Hlola okufundile ngombuzo wesihloko, bese uhlola izifundo zethu ezihlelekile noma usebenzela ukuthola isitifiketi. Wonke umhlahlandlela uhlala ukhululekile ukufunda.