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.
IA làkk
BM25 ak Recuperation Lexical
BM25 mooy fonction classique bi sukkandiko ci baatu-caabi biy joxe poñ ci dokimaa ci ni baat yi ñuy laaj di feeñee, ñu méngale ko ak bariwaayu baatu-caabi yi ak guddaayi dokimaa yi.
IA làkkHyDE Document Hypothétique
HyDE dafay gëna yombal seetlu bi ci njëkka laaj modelu làkk bi mu xalaat ab këyitu tontu bu baaxul, ba noppi seetee ak këyit biñu samp ci barabu raw...
Aplikaasioŋ yiIA ci xam-xam biometrik baat
Biometrik baat dafay jëfandikoo IA ngir firndeel sa dàntite ci motif akustik ak doxalin bu amul fenn ci sa kàddu.
Aplikaasioŋ yiIA ci sous-titre ak sous-titre
IA dafay soppi audio biñ wax def ko bind buñ boole ci ekraŋ bi, muy def ay sous-titre ngir tekki làkk, ak sous-titre yu tëju ngir yombal jëfandikoo gi.
Aplikaasioŋ yiIA ci seetlu ak jàngat ay brevet
IA dafay jàppale ñiy sos mbir, àttekat yi ak jàngat yi ñu seet ay milioŋ ciy brevet ba noppi jàngat leen ci li ñuy tekki, du ci baat-caabi kese.
IA làkkModèlu projet de decodage speculatif
Decodage speculatif dafay jëfandikoo model 'projet' bu ndaw te gaaw ngir xayma ay token yu bari yuy ñëw yu model bu mag di xool ci benn yoon.
IA làkkDekodaas xool ci kanam
Decodage Lookahead dafay gaawlu defar LLM te amul benn xeetu projet bu gëna bari ci xayma ak xool token yu bari yu ëlëg ci paralel jëfandikoo n-grams ...
IA làkkColBERT Recuperation interaction tarde
ColBERT xeetu seet la buy wane laaj bu nekk ak dokimaa ci vecteur yu bari ci niveau token ba noppi di leen poñ ci jéego 'interaction bu yeex' bu baax.
XaralaGradient yuy réer ak yuy kalaate
Sooy tàggat reso yu xóot yi, siñaal njuumte yi dañuy wàññeeku ba ci zero wala ñu yéeg ba ci infini bi ñuy tukki ci ginaaw ci diisaay yu bari.
XaralaDagg degrade
Benn kaaraange bu yomb te ñu bari diko jëfandikoo mooy tënk ni coppite gradient yu mag yi mëna am ci diiru tàggat yaram.
XaralaTambali poid
Ni ngay defaree poid yi ñuy tàmbalee ci reso neuronal bi balaa ñuy tàmbali tàggat yaram, loolu mooy wane bu baax ndax siñaal yi ak gradient yi dina ñu wéy di wér ci diisaay yu xóot yi.
IA buy waneÑàkka gis ak LPIPS
Perceptual loss dafay natt ni ñaari nataal di nuru nit ñi ci méngale màndarga reso neuronal yu xóot yi ci barabu pixel yu ñor yi.
Jeexal nga jàng? Firndeel ko.
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