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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

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

Xarala

Supposisioŋ ak Polisemantik ci IA buy Tekki

Jàngaleel superposisioŋ ak polysemanticity ci tekki IA: lu tax model yi dañuy boole màndarga yi ci yoon yuñ bokk, lu tax neuron yi nekk polysemantic...

2 min lireLiir
Xarala

Lentille Logit et Lentille Tune

Lens logit ak lens tuned ay pexem tekki lañu yuy xool ci nekkin yu nëbbu yi ci transformateur bi layer par layer ngir xam li model bi di 'xalaat'...

2 min lireLiir
IA làkk

Word2Vec Skip-Gram ak CBOW

Word2Vec xarala 2013 la bu bawoo ci Google buy jàng vecteur yu dëgër ci baat yi ci xam baat yi ci seeni dëkkandoo, soppi làkk wi ci geometrie fu...

2 min lireLiir
IA làkk

Vecteur global

GloVe (Vecteur Global ngir Representation Baat) 2014 Stanford njuréef la buy jàng vecteur baat ci lim co-occurrence global ci...

2 min lireLiir
IA làkk

FastText Subword

FastText benn 2016 Facebook AI anam la buy wane baat bu nekk ni sac n-grams, suko defee mu mëna tabax vecteur doonte ci baat yi mu musul gis ci...

2 min lireLiir
Xarala

Gaawaay bu xóot ak Megatron

DeepSpeed (Microsoft) and Megatron-LM (NVIDIA) are the software stacks that make training models with billions of parameters across thousands of GPUs…

2 min lireLiir
Xarala

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...

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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
IA làkk

ELMo lëkkalekaay

ELMo (Embeddings from Language Models) nekkoon na lu am solo ci 2018 lu jox baat bu nekk benn misaal bu jëm ci frase bi, kon 'bank' ci 'bank dex' wuute...

2 min lireLiir
IA làkk

Matryoshka

Matryoshka Representation Learning (MRL) dafay tàggat ay mbir ngir leeral yi gëna am solo ñu boole leen ci dimension yu njëkk yi, loolu dina tax nga mëna dagg ab...

2 min lireLiir
IA làkk

ColBERT ak seet vecteur yu bari

ColBERT dafay màndargaal dokimaa bu nekk ak laaj vecteur yu bari ci barabu benn, ba noppi joxe poñ ci njariñ li ci méngale token laaj bu nekk ak li gëna baax...

2 min lireLiir
IA buy wane

Dellu ci Teks bu amul dara

Null-text inversion xarala la bu lay may nga soppali nataal bu dëggu ak xeetu diffusion bu lalu ci bind bu melni Diffusion Stable boole ci tëye lépp loo...

2 min lireLiir

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