Okwu nkọwapụta AI

Gịnị bụ BPE (Nkọnye ụzọ abụọ Byte)?

Nkọwa

Algọridim n'ime okwu obere okwu na-ejikọta ụzọ abụọ agwakarị n'ime akara ngosi enwere ike ijikwa ya.

Okwu ndị metụtara

Tokenization
Usoro nke ikewa ederede ka ọ bụrụ akara maka ntinye ihe nlereanya.
OCR (Nchọpụta agwa anya)
Teknụzụ na-atụgharị ederede na onyonyo ma ọ bụ nyocha ka ọ bụrụ ederede igwe nwere ike ịgụ.
Ihe nlele kacha elu
Atụmatụ ngbanwe nke na-egosi naanị site na k nwere ike ịbụ akara na-esote.
Mgbasa azụ
Algọridim ọzụzụ bụ isi nke na-emelite nha ihe atụ site na ịgbasa mperi amụma azụ site na netwọkụ.
Bi-encoder
Nlereanya na-edobe ajụjụ na akwụkwọ n'ime vector dị iche iche ka enwere ike iji ha tụnyere ngwa ngwa n'ogo.
Ọchụchọ Beam
Algọridim ngbanwe nke na-edobe usoro dị iche iche nke ndị ndoro-ndoro anya n'ọkwa ọ bụla iji chọta nsonaazụ nwere ike dị elu.

Mụtakwuo na ntuziaka efu anyị

ByteDance DoubaoCycleGAN Unpaired TranslationTokenizer-Free Byte-Level ModelsInstant-NGP Hash Encoding

Hụkwa

Sliding Window AttentionSentencePieceALiBiANN (Approximate Nearest Neighbor)RoPE (Rotary Positional Embeddings)HNSWPositional EncodingReranker
Chọgharịa akwụkwọ nkọwa AI zuru ezuNyochaa ntuziaka AI niile efu