What is BPE (Byte Pair Encoding)? Definition | AI Understanding

Tsanangudzo

A subword tokenization algorithm iyo inobatanidza anowanzo hunhu pairs kuita reusable tokens.

Mashoko anoenderana

Maitirwo ekupatsanura mavara kuita tokens yemhando yekuisa.

OCR (Optical Character Recognition)

Tekinoroji inoshandura mavara mumifananidzo kana scanner kuita mavara anoverengwa nemuchina.

A decoding strategy iyo samples chete kubva k ingangoita anotevera tokens.

Backpropagation

Iyo yakakosha kudzidziswa algorithm inogadziridza maremu emhando nekuparadzira zvikanganiso zvekufungidzira kumashure kuburikidza netiweki.

Modhi inokodha mibvunzo uye zvinyorwa mumavheji akasiyana kuti akwanise kuenzaniswa nekukurumidza pachiyero.

A decoding algorithm iyo inochengeta epamusoro akati wandei akateedzana padanho rega rega kuti uwane yepamusoro-inogoneka inobuda.

Dzidza zvakawanda mumadhairekitori edu emahara

ByteDance Doubao CycleGAN Unpaired Translation Tokenizer-Free Byte-Level Models Instant-NGP Hash Encoding

Onawo

Sliding Window Attention SentencePiece ALiBi ANN (Approximate Nearest Neighbor)RoPE (Rotary Positional Embeddings)HNSW Positional Encoding Reranker

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