Bibliothèque IA gratuite

IA làkk tegtalMoom ba fàww.

155 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.

155Gid yu amul fayda
1topic topic
~2 minguide bu nekk
~5hJamonoy 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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155 de 1019 tegtal yi ñu wane. Seggal ci track wala seetlu ci kaw.

IA làkk

Baamtu Penalty ak Dekodage Kontrol

Kontrolu dekodaas yi ñooy butoŋ yiy wane ni modelu làkk bi di tànnee baat bu ci topp ci distribusioŋ probabilite bi.

2 min lireLiir
IA làkk

ALiBi position bias

ALiBi (Fàttaliku ak Bias Lineer) anam wu am xel la wu ñuy jox transformatër yi ñu xam ni ñuy doxalee ci kàddu yi te duñu def benn position buñ miin.

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IA làkk

Laajte yu bari

Multi-Query Attention (MQA) dafay sakkanal mémoire ci transformateur biy séddoo benn xeetu caabi ak valeur ci bépp boppu attention.

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IA làkk

Tokenisasioŋ

SentencePiece ab tokenizer lakk-agnostic la buy jàng ni ñuy xaajalee mbind mu ñor ci ay piyeesu subword ci done yi, te baña yéem ci ay espace.

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IA làkk

Tokenisasioŋ WordPiece

WordPiece mooy algorithm biy màndargaal baatu-baat biy dundal BERT ak model yu bari, di xaaj baat yi ay pàcc yuñ mëna jëfandikoowaat suko defee model bi mëna jëfandikoo bépp...

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IA làkk

Frase-BERT

Sentence-BERT (SBERT) dafay méngale BERT ak benn vecteur bu am guddaay bu takku ngir benn frase lëmm, suko defee ñu mëna méngale luñuy tekki ak nuru cosine bu gaaw.

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IA làkk

T5 ak toxal mbind ci mbind

T5 (Transformatëru joxe mbind ci mbind), daale ko ci Google ci 2019, dafay soppi bépp liggéeyu NLP, tekki, tënk, xaaj, ba ci régression, ni dundal...

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IA làkk

Dellu ci Passage Dense

Dense Passage Retrieval (DPR) dafay wut mbind mu am njariñ ci méngale lu laaj bi ak pàcc yi di tekki ci ay vecteur numérique, te duñu méngoo ak baat yi.

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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.

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IA làkk

HyDE 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...

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IA làkk

Modèlu 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.

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IA làkk

Dekodaas 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 ...

2 min lireLiir

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