01
Fondation IA
Xam luy IA, ni sistem yi di jàngee, fan lañuy lajj, ak ni ñuy àttee kàddu yi te duñu yëngu.
Bibliothèque IA gratuite
Jàng IA.Moom ba fàww.
1019 guide yu leer ci Àngle, yooni jàng yuñ yamale, ak bibliotek bu ubbeeku — bi 501(c)(3) mbootaay bu moom boppam tabax ngir ku nekk mëna xam IA bu bees bi.
1019Gid yu amul fayda
9topic topic
~2 minguide bu nekk
~34hJamonoy jàng
Tambalil fii
Juroom njàngale yu lalu ci njariñ
Njang moomu dafay àndaale ak ay njariñ yu leer, ay mënin yuñ mëna def ci kàrt, ay liggéey yuñ ciy jëfandikoo, ak benn capstone buñ jëfandikoo.
02
Jëfandikukat IA bu am responsabilite
Jëfandikool IA ci anam wu am njariñ boole ci aar sa bopp, saytu li ñuy génne, ba noppi baña bàyyi xel ci nit ñi.
03
IA ci liggéey
Saytu anam yi ñuy jëfandikoo ci barabu liggéey bi, def ay pilote yu wóor, natt valeur yi, te joxe xibaar ci coppite yi ci anam wu jaar yoon.
04
Politigu IA ak Askan
Jàngat sistem IA ci yelleef, yamale, nguur, kaaraange ak njariñu njariñu ñépp.
05
Tabax ak sistem IA
Xam xeeti làkk yi, seetlu yi, ndawu liggéey yi, jàngat yi, njëg yi, ak kaaraange jëfandikoo gi jaaraleko ci jëmmal sistem bi.
topic topic
Saytu ci piste
Tëmb ci barab bi nga bëgg. Bépp track amna guide yu bari ci Àngle bu leer.
Fondamentaal yiBaatu-jàngat yi: ni IA di doxee ci dayo bu kawe.84 tegtal IA làkkLLMs, PNL, ChatGPT, laaj, ak xam mbind.155 tegtal IA buy waneDefar nataal, xool ordinatër, wideo ak jëmmal.133 tegtal Audio IABaat, music, podcast, ak IA bu njëkk ci audio.117 tegtal Sosiete yiProfil yu OpenAI, Anthropic, Google, Meta, ak yeneen.121 tegtal Aplikaasioŋ yiNaka IA di feeñee ci kodage, seetlu, ndawu liggéey ak dundu bis bu nekk.111 tegtal Liggéeyukaay yiIA ci wàllu faju, xaalis, njàng, kuuraŋ ak yeneen mbir.91 tegtal XaralaPuce yi, ajustement bu baax, RAG, vecteur ak jumtukaayi IA.177 tegtal Askan wiTeg sa bopp, nëbbëtu, yelleefu moomeel, kaaraange, ak ëlëgu IA.30 tegtal
Bibliothèque bu mat
guide yépp
1019 de 1019 tegtal yi ñu wane. Seggal ci track wala seetlu ci kaw.
Fondamentaal yi
Jàng bu am doole
Jàngat bu am doole mooy pexem tàggat yaram, fu model bi ci boppam tànnee misaal yi nit ñi wara etikete ci topp.
Fondamentaal yiYokkateg done
Done augmentation dafay yaatal tàggat yaram ci defar ay kopi yuñ soppali ci misaal yi fi nekk - lu melni flipping wala dagg nataal.
XaralaTaggat yaram bu jaxaso
Taggat yaram bu jaxaso dafay gaawal taggat yaram ci reso neuronal bi ba noppi wàññi jëfandikoo mémoire ndax dafay def math yu bari ci 16-bit floating point ci barabu 32-bit.
XaralaDekodage spekulatif
Decodage speculatif dafay tax modeli làkk yu mag yi gëna gaaw defar mbind ci jëfandikoo modelu 'projet' bu ndaw, gaaw ngir xayma ay token yu bari ci kanam, ba noppi am...
XaralaKV Cache Optimisation
Cache KV dafay denc caabi yi ak valeur yi transformateur bi jota xayma, moo tax du delloo liggéey ci token bu bees bu nekk - waaye mën na balloon ba gigabytes.
Aplikaasioŋ yiIA Triage Imeel
Triage email IA dafay jëfandikoo modeli làkk ngir jàng, tànnal, njëkkante ak bind tontu yi ci sa boyet mail ci saasi.
Aplikaasioŋ yiIA almanak
Jumtukaayi kalendriye IA yi dañuy wut waxtu ndaje yi, saafara jafe-jafe yi, ak téere xew-xew yi ci làkk wiñ nàmp ak sàrti tànneef yu xarañ.
Aplikaasioŋ yiIA këyitu xayma copilots
Copilotu këyitu xayma IA daf lay may nga jàngat ay done, bind ay formul, ak defar ay diagram ci jëfandikoo ay laaj ci Àngle bu leer ci barabu jàngat ay fonction.
IA làkkArchitecture encodeur-décodeur
Architectures encodeur-decodeur yi dañuy xaaj model bi ñaari pàcc: benn bi dafay jàng ba noppi di kompresse ab dugal ci biir muy wane bu baax, ak beneen bi...
IA làkkFàttaliku bu jàkkarloo
Cross-attention mooy anam wi ñuy may benn sekans mu xool beneen: dekodeer biy defar mbind mën na bàyyi xel ci ni enkodeer bi di wane liñ dugal.
IA làkkFatte bu metti
Fatte bu metti mooy su reso neuronal jàngee liggéey bu bees ba noppi ci saasi mu ñàkka mëna def liggéey yi mu jota xam.
XaralaFlash Fexe
Flash Attention anam bu am xel la ngir xayma jéego yi ci biir Transformers te doo musa bind matrix bu mag biy yeexal mémoire bi.
Jeexal nga jàng? Firndeel ko.
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