01
Gidauniyar AI
Fahimtar abin da AI yake, yadda tsarin ke koya, inda suka kasa, da kuma yadda ake yin hukunci da da'awar ba tare da talla ba.
Laburaren AI kyauta
Koyi AI.Kyauta har abada.
1019 jagororin turanci a sarari, tsayayyen hanyoyin koyo, da buɗe ɗakin karatu - wanda 501(c)(3) mai zaman kanta ta gina ta yadda kowa zai iya fahimtar AI na zamani.
1019Jagoran kyauta
9Waƙoƙin jigo
~2 minKowane jagora
~34hLokacin karatu
Fara a nan
Biyar darussa na tushen sakamako
Kowane darasi ya haɗa da tabbataccen sakamako, ƙwarewar taswira, ayyukan yi, da babban dutse da aka yi amfani da shi.
02
Mai amfani AI mai alhakin
Yi amfani da AI da kyau yayin kare sirri, bincika abubuwan da aka fitar, da kiyaye lissafin ɗan adam.
03
AI a Aiki
Yi ƙididdige shari'o'in amfani da wurin aiki, gudanar da amintattun matukan jirgi, auna ƙima, da sadar da canje-canje cikin gaskiya.
04
Manufar AI & Al'umma
Yi nazarin tsarin AI ta hanyar haƙƙoƙi, daidaito, shugabanci, aminci, da sakamakon amfanin jama'a.
05
Gina tare da AI Systems
Fahimtar ƙirar harshe, maidowa, wakilai, kimantawa, farashi, da tsare-tsaren turawa ta hanyar ƙira mai amfani.
Waƙoƙin jigo
Bincika ta hanya
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1019 na 1019 jagororin da aka nuna. Tace ta hanya ko bincike a sama.
Na fasaha
Superposition da Polysemanticity a cikin Fassarar AI
Koyi superposition da polysemanticity a cikin fassarar AI: me yasa samfuran ke tattara fasali cikin kwatancen da aka raba, me yasa neurons suka zama polysemantic…
Na fasahaLens na Logit da Lens Tunatarwa
Lens ɗin logit da ruwan tabarau masu kyan gani dabarun fassara ne waɗanda ke leƙa a ɓoyayyun jahohin na'ura mai canzawa ta layi don ganin abin da ƙirar ke 'tunani'…
Harshen AIWord2Vec Skip-gram da CBOW
Word2Vec wata dabara ce ta 2013 daga Google wacce ke koyan manyan kalmomi ta hanyar tsinkayar kalmomi daga makwabta, mai da harshe zuwa lissafi inda…
Harshen AIGloVe Global Vectors
GloVe (Global Vectors for Word Representation) wata hanya ce ta Stanford ta 2014 wacce ke koyan rarrabuwar kalmomi kai tsaye daga kirga abubuwan haɗin gwiwar duniya a duk faɗin…
Harshen AIRukunin Rubutun Rubutun FastText
FastText hanya ce ta Facebook AI ta 2016 wacce ke wakiltar kowace kalma a matsayin jakar halayen n-grams, don haka yana iya gina vectors har ma da kalmomin da bai taɓa gani ba yayin…
Na fasahaDeepSpeed da Megatron Training Stacks
DeepSpeed (Microsoft) da Megatron-LM (NVIDIA) sune tarin software waɗanda ke yin ƙirar horarwa tare da biliyoyin sigogi a cikin dubban GPUs…
Na fasaha1-Bit da Ternary BitNet Model
BitNet shine layin bincike na Microsoft yana nuna cewa ana iya horar da manyan nau'ikan harshe tare da iyakance ma'auni zuwa 1 bit kawai, ko ƙima uku…
Na fasahaGPTQ da AWQ Ƙididdigar Koyarwa Bayan Koyarwa
GPTQ da AWQ hanyoyi ne na jagoranci guda biyu don raguwar ƙirar harshe da aka riga aka horar zuwa daidaitattun 4-bit don haka suna gudana akan rahusa, ƙaramin kayan aiki.
Harshen AIELMo Nau'in Yanayi
ELMo (Embeddings daga Harshe Model) ci gaba ne na 2018 wanda ya ba kowace kalma wakilcin da aka tsara ta hanyar jimlarta, don haka 'banki' a cikin 'bankin kogi' ya bambanta…
Harshen AIMatryoshka Wakilin Abubuwan Haɗawa
Matryoshka Wakilin Learning (MRL) yana horar da abubuwan haɗawa don haka an tattara mahimman bayanai cikin ma'auni na farko, yana ba ku damar datse dogon…
Harshen AIColBERT da Mai da Multi-Vector
ColBERT yana wakiltar kowace takarda da tambaya a matsayin nau'i-nau'i-nau'i masu yawa maimakon ɗaya, sannan yana da mahimmanci ta hanyar daidaita kowace alamar tambaya zuwa mafi kyawun sa…
Kayayyakin AIJuyar da Rubutu maras kyau
Juyar da rubutu mara kyau wata dabara ce wacce ke ba ku damar shirya hoto na gaske tare da samfurin yaduwa da rubutu kamar Stable Diffusion yayin adana duk abin da kuke…
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