22 releases

0.11.2 Jul 22, 2023
0.11.1 Mar 19, 2023
0.10.0 Oct 11, 2022
0.8.2 Jul 30, 2022
0.1.3 Feb 7, 2020

#230 in Machine learning

Download history 389/week @ 2024-09-06 367/week @ 2024-09-13 952/week @ 2024-09-20 369/week @ 2024-09-27 353/week @ 2024-10-04 349/week @ 2024-10-11 284/week @ 2024-10-18 645/week @ 2024-10-25 779/week @ 2024-11-01 440/week @ 2024-11-08 567/week @ 2024-11-15 626/week @ 2024-11-22 749/week @ 2024-11-29 724/week @ 2024-12-06 678/week @ 2024-12-13 318/week @ 2024-12-20

2,510 downloads per month
Used in 9 crates (5 directly)

MIT/Apache

2MB
26K SLoC

C++ 24K SLoC // 0.1% comments Rust 1K SLoC // 0.0% comments Bitbake 370 SLoC // 0.5% comments Shell 4 SLoC

This crate binds the sentencepiece library. sentencepiece is an unsupervised text tokenizer.

The main data structure of this crate is SentencePieceProcessor, which is used to tokenize sentences:

use sentencepiece::SentencePieceProcessor;

let spp = SentencePieceProcessor::open("testdata/toy.model").unwrap();
let pieces = spp.encode("I saw a girl with a telescope.").unwrap()
  .into_iter().map(|p| p.piece).collect::<Vec<_>>();
assert_eq!(pieces, vec!["▁I", "▁saw", "▁a", "▁girl", "▁with",
  "▁a", "▁t", "el", "es", "c", "o", "pe", "."]);

Dependencies