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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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1-Bit ak ñatti xeetu BitNet

BitNet mooy __AIU_PROTECTED_5_ lignéeru gëstu biy wane ni mën nañu tàggat modeli làkk yu mag ci diisaay bu yam ci 1 bit, wala ñetti valeur...

2 min lireLiir
Xarala

GPTQ ak AWQ ginaaw tàggat

GPTQ ak AWQ ñaari pexe yu gëna am solo lañu ngir wàññi modeli làkk yiñ tàggat ba noppi ñu am 4-bit ci njub, suko defee ñu mëna dox ci hardware bu gëna ndaw te yomb njëg.

2 min lireLiir
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ROUGE ak BLEU

ROUGE ak BLEU ñooy metrics yiy jëfandikoo masin ngir méngale mbind mi masin defar ak royuwaayi nit.

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RAG speculatif ak Recuperation-Augmenté de Redaction

Speculative RAG gaawlu ak ñaw jëmmal-yokkum jikkoom ci am model bu ndaw, gaaw projet tontu yu bari kàndidaa ci jëmmal...

2 min lireLiir
Xarala

Block-Sparse ak Natif Sparse

Block-sparse ak native sparse bàyyi xel ci transformateur yi ñu bàyyi xel ci wàll yi gëna am solo ci benn toppalante bu gudd ci barabu bépp jeton, dagg ...

2 min lireLiir
Xarala

Modelu làkku filigran

Watermarking dafay dugal siñaal statistik bu nëbbu ci biir mbind mi IA defar suko defee ñu mën ko gis ëlëg ni masin moo ko bind, te du soppi li nit ñi di jàng...

2 min lireLiir
Xarala

Decodage spekulatif ak EAGLE

Decodage speculatif dafay gaawlu inference model làkk bu mag ci bàyyi model projet bu ndaw mu xalaat ay token yu bari ci kanam, model bu mag bi dafay xool...

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Fonction yu am njeexital ngir joxe done ci tàggat yaram

Fonction influence yi dañuy xayma ni misaalu tàggat bu nekk amee ci modelu prediction bi, loolu dina tax nga mëna toppu génne gi ci done yi ko waral.

2 min lireLiir
Xarala

Normalisasioŋ ci lots

Normalisation batch xarala la buy indiwaat eskaalu duggal yi ci bépp couche ci reso neuronal bi ci diiru tàggat, tax reso yu xóot yi di gëna gaaw di tàggat...

2 min lireLiir
Xarala

Akorde hiperparametre

Hyperparametre yi ñooy jekkal yi nga tànn balaa ngay tàggat, lu melni tolluwaayu jàng wala dayo model bi, model bi jàngul boppam.

2 min lireLiir
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Jàng mu wuutale

Njàngale mu wuute dafay jàngal xeetu nit ñi ñu boole mbir yu nuróo, ba noppi tàqale mbir yu wuute yi ci barab buñ boole.

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Jàngat bu am doole ci feedback nit

RLHF mooy pexem biy soppi xeetu làkk bu ñor mu nekk assistant bu am njariñ, diko tàggat ci tànneefi doomi aadama yi.

2 min lireLiir

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