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
1019 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
1019 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.
Izitimela zokufunda ezigadwa kancane ngenani elincane ledatha enelebula kanye nenqwaba yedatha engafakiwe amalebula.
Ulimi lwe-AIUkunaka kwewindi elislayidayo kuvimbela ithokheni ngayinye ukuthi ihambele kuphela indawo enosayizi ongashintshi wamathokheni aseduze esikhundleni salo lonke uchungechunge.
Ulimi lwe-AII-Byte-Pair Encoding (BPE) iyi-algorithm ephefumulelwe ngokuminyanisa eyakha ulwazimagama ngokuhlanganisa ngokuphindaphindiwe amapheya avame kakhulu ezimpawu.
Ulimi lwe-AIIthokheni yegama elingaphansi ihlukanisa umbhalo ube amayunithi amancane kunamagama kodwa amakhulu kunezinhlamvu, njengokuthi 'ithokheni' kanye 'ne-ization'.
Umsindo we-AIAmamodeli okusabalalisa akhiqiza umsindo ngokufunda ukuhlehlisa inqubo yomsindo wesinyathelo nesinyathelo, ukushintsha umsindo ongahleliwe ube inkulumo ehambisanayo, umculo, noma imithelela yomsindo.
Umsindo we-AIUkutholwa komcimbi womsindo (SED) kukhomba ukuthi imiphi imisindo eyenzeka ekusakazeni komsindo kanye nokuthi iqala nini futhi ima nini.
Umsindo we-AIAmazwibela omsindo akha umusho wolimi lwemvelo ochaza okuqukethwe kwesiqeshana somsindo, njengokuthi 'uphondo lwesitimela luyakhala njengoba sidlula lapho siwela izinga.
Umsindo we-AII-Whisper isistimu ye-_AIU_PROTECTED_10__ ye-open-source-open-source yokuqaphela inkulumo eshintsha umsindo ube umbhalo ezilimini ezingama-90+.
Umsindo we-AII-Wav2Vec 2.0 Meta iyimodeli yenkulumo ezigadwayo ye-AI efunda ukumelwa okunamandla komsindo kokurekhodwa okungaphekiwe, okungalebulanga.
Umsindo we-AII-HuBERT (Iyunithi-Efihliwe BERT) Meta Imodeli yenkulumo ezigadwayo ye-AI efunda ngokubikezela amayunithi omsindo ahlanganisiwe wamasegimenti esifihlwe, isitayela se-BERT.
IzinkampaniU-Qwen (u-Tongyi Qianwen) umndeni wakwa-Alibaba wezinhlobo zezilimi ezinkulu, futhi usungomunye wemindeni yamamodeli we-AI wesisindo esivulekile elandwa kakhulu emhlabeni.
IzinkampaniI-Tesla AI inika amandla i-Autopilot kanye ne-Full Self-Driving (FSD), izinhlelo zenkampani zokusiza abashayeli ezisebenzisa amakhamera namanethiwekhi e-neural ukubona umgwaqo...
Hlola okufundile ngombuzo wesihloko, bese uhlola izifundo zethu ezihlelekile noma usebenzela ukuthola isitifiketi. Wonke umhlahlandlela uhlala ukhululekile ukufunda.