@nick.heiner/gpt-3-encoder
v1.2.0
Published
Javascript BPE Encoder Decoder for GPT-2 / GPT-3
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105
Readme
This is a fork of https://github.com/latitudegames/GPT-3-Encoder. I made this fork so I could apply some PRs that had been sent to the upstream repo.
# GPT-3-Encoder
Javascript BPE Encoder Decoder for GPT-2 / GPT-3
## About
GPT-2 and GPT-3 use byte pair encoding to turn text into a series of integers to feed into the model. This is a javascript implementation of OpenAI's original python encoder/decoder which can be found [here](https://github.com/openai/gpt-2)
## Install with npm
```
npm install gpt-3-encoder
```
## Usage
Compatible with Node >= 12
```js
const {encode, decode} = require('gpt-3-encoder')
const str = 'This is an example sentence to try encoding out on!'
const encoded = encode(str)
console.log('Encoded this string looks like: ', encoded)
console.log('We can look at each token and what it represents')
for(let token of encoded){
console.log({token, string: decode([token])})
}
const decoded = decode(encoded)
console.log('We can decode it back into:\n', decoded)
```