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
Ubuchwepheshe abaqondisiMahhala phakade.
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.
177Iziqondiso zamahhala
1Amathrekhi esihloko
~2 minNgomhlahlandlela
~6hIsikhathi 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
177 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.
Ubuchwepheshe
Ukutholwa kweModel Drift
Ukutholwa kwemodeli ye-drift kuwumkhuba wokuqapha imodeli yokufunda yomshini esetshenzisiwe ukuze ibambe lapho ukunemba kwayo kwehla buthule ngoba umhlaba wangempela une...
UbuchwephesheUkuhlolwa kwe-A/B Kwamamodeli e-ML
Ukuhlolwa kwe-A/B kwamamodeli e-ML kusho ukuqondisa ithrafikhi ebukhoma ezinguqulweni zamamodeli amabili ngesikhathi esisodwa kanye nokulinganisa ukuthi iyiphi eyenza kangcono kubasebenzisi bangempela nangempela...
UbuchwephesheAmafomethi Okulinganisa Amamodeli
Ukwenziwa kwemodeli kochungechunge yindlela imodeli yokufunda yomshini oqeqeshiwe elondolozwa ngayo kudiski ukuze ikwazi ukulayishwa futhi isebenze kamuva, emshinini ohlukile noma ngenye…
UbuchwephesheUkuqeqeshwa Okunembayo Okuxubile
Ukuqeqeshwa kokunemba okuxubile kusheshisa ukuqeqeshwa kwenethiwekhi ye-neural futhi kunqamule ukusetshenziswa kwememori ngokwenza izibalo eziningi endaweni eyi-16-bit endaweni ye-32-bit.
UbuchwephesheUkuqopha Okucatshangelwayo
Ukukhipha amakhodi okuqagela kwenza amamodeli olimi amakhulu akhiqize umbhalo ngokushesha ngokusebenzisa imodeli 'esalungiswa' encane, esheshayo ukuqagela amathokheni ambalwa ngaphambili, bese kuba nenkulu...
UbuchwephesheUkuthuthukiswa Kwenqolobane ye-KV
Inqolobane ye-KV igcina okhiye namagugu isiguquli esesivele senziwe ikhompuyutha ngakho-ke ayisebenzi kabusha kuwo wonke amathokheni amasha - kodwa ingafaka ibhaluni kumagigabhayithi.
UbuchwephesheI-Flash Attention
I-Flash Attention iyindlela ehlakaniphile yokubala isinyathelo sokunaka ngaphakathi kwe-Transformers ngaphandle kokubhala i-matrix enkulu yokunaka ukuze ubambezele inkumbulo.
UbuchwephesheUkuthena Imodeli
Ukuthenwa kwemodeli kuncipha inethiwekhi ye-neural ngokususa izisindo noma izakhiwo eziphelele ezinikela kancane ekuphumeni kwakho.
UbuchwephesheI-Tokenization kanye ne-Byte Pair Encoding
Ukwenza amathokheni kuhlukanisa umbhalo ube amayunithi amancane imodeli yolimi efundwa ngempela, futhi i-Byte Pair Encoding (BPE) iyindlela edumile yokwakha...
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