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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.

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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

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177 de 1019 tegtal yi ñu wane. Seggal ci track wala seetlu ci kaw.

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Prefill ak decode buñ xaaj

Architecture buy liggéey buy xaaj modelu làkk bu yaatu ci ñaari fase yu wuute - prefill ak decode - ba noppi doxal leen ci pool yu wuute ci GPUs.

2 min lireLiir
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LLM Njàngat ci Yoon ak Equilibrage de Charge

Couche de contrôle biy dogal ban model replica, GPU, wala backend moo wara def bépp laaj LLM buy dugg, ak ni ñuy tasaare trafic bi suko defee benn serwër du...

2 min lireLiir
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paralelism tensor ngir model yu mag

Benn anam buñu mëna xaajalee math bi ci biir benn reso neuronal ci GPU yu bari suko defee benn model bu rëy lool ci benn aparey mën dox ba leegi.

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Xarala

Xalaatal sa bopp ci boucles agent

Xalaat sa bopp dafay may ab ndawu IA mu ŋàññi ay génnam ak ay jëfam ci diggu liggéey bi, ba noppi xoolaat ci ŋàññi boobu.

2 min lireLiir
Xarala

Garab-ci-Xalaat Xalaat

Garab-ci-Xalaat dafay may ab xeetu xalaat mu banneexu ci yooni xalaat yu bari ci paralel, melni car garab, ci plaasu topp benn yoon xalaat.

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Xarala

Graaf-ci-Xalaat Xalaat

Graph-of-Thoughts dafay wane xalaat ni reso bu xalaat yi mëna booloo, loop, ak booloo ci seen bopp, duñu yam ci branche.

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Xarala

Désequilibre ci klaas yi ak jëlaat échantillonnage

Désequilibre ci klaas mooy su benn resultaa bi ëppee beneen bi bu baax - lu melni 99.9% jëflante yu baax ak 0.

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Xarala

Enkodeer otomatik

Autoencoder reso neuronal la buy jàng kompresse ay done ci benn kode bu dëgër ba noppi defaraat ko, di forse reso bi mu jàpp li gëna...

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Reseau Siamese ak ñàkka am ñatti doom

Reseau Siamese yi dañuy jëfandikoo ñaari wala lu ëpp ay car yu nuróo, di séddoo diisaay ngir jàng ni ñaari dugal yi di nuru, duñu xaaj bu nekk ci ñoom.

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Jàng liggéey yu bari

Jàng liggéey yu bari dafay tàggat benn model mu def liggéey yu bari yu jëm ci benn yoon, di séddoo seeni xalaat ci biir.

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Xarala

Xalaatal bu méngoo

Xalaatal bu méngoo dafay tënk bépp model ngir génne ab ensemble wala ab diggante buñu mëna wax ni dina am tontu bu dëggu bi ak ab probabilite buñu tann, lu melni 90%.

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Etalonaasu probabilite

Etalonage dafay tekki ni probabilite yiñ wax ci model bi dañu méngoo ak li am: suñu waxee 70%, xew-xew bi dafa wara am lu tollu ci 70% ci jamono ji.

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