01
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
Ulimi lwe-AI abaqondisiMahhala phakade.
155 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.
155Iziqondiso zamahhala
1Amathrekhi esihloko
~2 minNgomhlahlandlela
~5hIsikhathi sokufunda
Qala lapha
Ezinhlanu izifundo ezisekelwe emiphumeleni
Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.
02
Umsebenzisi we-AI onesibophezelo
Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.
03
I-AI emsebenzini
Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.
04
Inqubomgomo ye-AI Nomphakathi
Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.
05
Ukwakha nge-AI Systems
Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.
Amathrekhi esihloko
Phequlula ngethrekhi
Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.
OkuyisisekeloImiqondo eyinhloko: ukuthi i-AI isebenza kanjani ezingeni eliphezulu.84 abaqondisi Ulimi lwe-AIAma-LLM, i-NLP, i-ChatGPT, ukwaziswa, nokuqonda umbhalo.155 abaqondisi I-AI ebonakalayoUkwakhiwa kwesithombe, umbono wekhompyutha, ividiyo, kanye nomklamo.133 abaqondisi Umsindo we-AIIzwi, umculo, i-podcasting, kanye ne-AI yokuqala yomsindo.117 abaqondisi IzinkampaniAmaphrofayili we-OpenAI, Anthropic, Google, Meta, nokunye.121 abaqondisi Izinhlelo zokusebenzaIvela kanjani i-AI ekubhaleni amakhodi, usesho, ama-ejenti, nempilo yansuku zonke.111 abaqondisi IzimboniI-AI kwezokunakekelwa kwempilo, ezezimali, imfundo, amandla, nokuningi.91 abaqondisi UbuchwephesheAma-chips, ukulungisa kahle, i-RAG, ama-vector, nengqalasizinda ye-AI.177 abaqondisi UmphakathiUkuchema, ubumfihlo, i-copyright, ukuphepha, nekusasa le-AI.30 abaqondisi
Umtapo wolwazi ogcwele
Zonke iziqondiso
155 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.
Ulimi lwe-AI
Imithetho ye-Chinchilla Scaling
Imithetho yokukala iChinchilla, evela ku-DeepMind ngo-2022, yabonisa ukuthi amamodeli amaningi ezilimi ayengaqeqeshwanga kahle: kubhajethi yekhompiyutha engaguquki, kufanele…
Ulimi lwe-AIUkuzicwenga Okuphindaphindayo Ukuthuthukiswa Komphumela
I-Self-Refine iyindlela yokwazisa lapho imodeli yolimi ihlaziya okukhiphayo futhi ikubhale kabusha, igoqa kuze kube yilapho impendulo iba ngcono.
Ulimi lwe-AIOkungenani-kuya-Kuningi
Okungenani-kuya-kuningi kakhulu kwephula inkinga enzima ibe ukulandelana kwezinkinga ezincane, ukuzixazulula ngokulandelana ukuze impendulo ngayinye yondle okulandelayo.
Ulimi lwe-AII-Analogical kanye ne-step-back Prompting
I-Analogical kanye ne-Step-Back ekhuthaza zombili imodeli ukuthi icabange ezingeni eliphezulu kuqala: ukwaziswa okufaniswayo kukhumbuza izinkinga ezifanayo ezixazululiwe...
Ulimi lwe-AIUkukhishwa Okuhlobene Kusuka Embhalweni
Isizinda sokuhlobana sikhipha amaqiniso ahlelekile embhalweni ongahlelekile, ekhomba indlela amabhizinisi amabili axhumeka ngayo (njengokuthi 'ukusebenzela' noma 'okubekwe phakathi').
Ulimi lwe-AIUkulebula Kwendima Ye-Semantic
Ukulebula indima ye-Semantic (SRL) kuphendula 'ubani wenzeni kubani, nini, kuphi, futhi ngani' ngokumaka indima ngayinye edlalwa umushwana esenzweni.
Ulimi lwe-AII-Dependency Parsing
Ukwehluka kokuncika kuveza ukwakheka kolimi lomusho njengesihlahla sobudlelwano begama negama, okukhombisa ukuthi yimaphi amagama ancike kuliphi.
Ulimi lwe-AIAmamodeli Ezinga Le-Byte Yamahhala
Amamodeli angenayo i-tokenizer alahla isilulumagama esingaguquki sezingcezu zamagama futhi asebenze ngokuqondile kumabhayithi angahluziwe, avumele imodeli eyodwa ukuthi iphathe noma yiluphi ulimi, ikhodi, noma imbala enomsindo...
Ulimi lwe-AIAma-Vectors Omsebenzi kanye Nezethulo Zemisebenzi
Amavekhtha omsebenzi ayizikhombisi-ndlela ezihlangene ngaphakathi kwezifunda ezifihliwe zemodeli yolimi ezihlanganisa wonke umsebenzi, njengokuthi 'humushela kusiFulentshi' noma 'ukubuyisela igama eliphikisayo.
Ulimi lwe-AIBest-of-N Sampling and Reraning
Isampula ye-Best-of-N ikhiqiza izimpendulo zekhandidethi ezimbalwa kumodeli bese ikhetha ehamba phambili kusetshenziswa isinyathelo esihlukile sokuthola amaphuzu.
Ulimi lwe-AIIncazelo kanye nokufakazela kolimi lwemvelo
Ukucabanga ngolimi lwemvelo kubuza ukuthi umusho owodwa ulandela ngokunengqondo yini komunye.
Ulimi lwe-AIUkugcwaliswa kwesikhala kanye nokutholwa kwenhloso
Ukutholwa kwenhloso kuthola lokho umsebenzisi akufunayo, futhi ukugcwaliswa kwesikhala kukhipha imininingwane ethile edingekayo ukuze kusebenze kukho.
Uqedile ukufunda? Ake usikhombise sibone.
Hlola okufundile ngombuzo wesihloko, bese uhlola izifundo zethu ezihlelekile noma usebenzela ukuthola isitifiketi. Wonke umhlahlandlela uhlala ukhululekile ukufunda.