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
Xarala tegtalMoom ba fàww.
177 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.
177Gid yu amul fayda
1topic topic
~2 minguide bu nekk
~6hJamonoy 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
177 de 1019 tegtal yi ñu wane. Seggal ci track wala seetlu ci kaw.
Xarala
TensorRT ak motëri jàngat
TensorRT mooy bibliotek bu NVIDIA biy dajale ay reso neuronal yuñ tàggat ci ay motër yu gëna gaaw ci GPU yu NVIDIA.
XaralaServeur buy wane Triton
Serveur Inference Triton mooy plaform ubbeeku bu NVIDIA ngir dugal ay model IA ci liggéey bu yaatu.
XaralaRay ngir IA buñ séddale
Ray benn kaadaru open-source la buy yombal escaleer Python ak IA ci ordinatër portable ba ci ay junni masin.
XaralaDone yuñ xaaj lépp paralel
Done yuñ xaaj bu mat sëkk (FSDP) xarala tàggat yaram buñ séddale la buy xaaj parametru model bi, gradient yi, ak staadu optimisatër yi ci GPU yu bari suko defee...
XaralaSaytu degrade
Checkpointing gradient (ñu koy woowe itam checkpointing activation) ab pexe la buy sakkanal mémoire biy sànni activation yu bari yi ci digg bi ci diir bi ñuy jaar ci kanam...
XaralaONNX ak xeetu jëflante
ONNX (Weccoo Reseau Neural bu ubbeeku) formaa standard la bu ubbeeku ngir wane xeetu jàngu masin suko defee ñu mëna toxal seen bopp ci diggante kaadar yi...
XaralaTensor
Tensor Cores ay jumtukaay lañu yuñ jagleel GPU NVIDIA yu bees yi, ñuy def matrix yu bari ak dajale ci anam wu gaaw lool.
XaralaMemoire bu yaatu
Memoire Bandwidth bu kawe (HBM) mooy mémoire buñ def ci wetu GPU biy joxe done yi gëna gaaw ci RAM yi.
XaralaNVLink ak GPU dañuy boole
NVLink ak interconnects yi ko méngoo ñooy lëkkalekaay yu gaaw yiy may GPU yu bari ñu waxtaan seen biir ci saa si te gaaw.
Xaralaboole model
Model merging dafay boole diisaayu ñaari wala lu ëpp reso neuronal yuñ tàggat ci benn model - te amul benn tàggataat wala jëfandikoo tàggat bu njëkk bi...
XaralaModèle mixtral ak sparse
Mixtral mooy xeetu njaxasu eksper yu Mistral AI biy joxe kalite model bu mag ci gaawaay model bu ndaw.
XaralaGPU ak TPU ngir IA
GPUs ak TPUs ñooy ñaari xeeti puce yi gëna am solo ngir tàggat ak doxal IA.
Jeexal nga jàng? Firndeel ko.
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