Javascript wrapper for the sentencepiece library
Build
Sentencepiece is compiled to webassembly using emscripten.
To rebuild this project
yarn
git clone https://github.com/google/sentencepiece.git
yarn build
Use
To use this tool
const { SentencePieceProcessor, cleanText } = require("../dist");
const ROOT = require('app-root-path')
async function main() {
let text = "I am still waiting on my card?"
let cleaned = cleanText(text)
let spp = new SentencePieceProcessor()
await spp.load(`${ROOT}/test/30k-clean.model`)
let ids = spp.encodeIds(cleaned)
console.log(ids)
let str = spp.decodeIds(ids) // list ids->number
console.log(str)
let pieces = spp.encodePieces(cleaned) // list tokens->string
console.log(pieces)
}
main()
Note
-
devilyouwei updated this repo to make this module support the js
require
keyword and added the using example. -
2023-1-10, devilyouwei added
encodePieces
.