#codec #encoder #decoder #gpt #bpe

gpt-encoder

Rust BPE Encoder Decoder for GPT-2 / GPT-3

1 unstable release

0.1.1 May 2, 2023
0.1.0 Apr 24, 2023

#2941 in Parser implementations

39 downloads per month

MIT license

560KB
176 lines

GPT-Encoder

Rust BPE Encoder Decoder for GPT-2 / GPT-3

This is rewrite of openai's gpt-2 encoder and latitudegames's GPT-3-Encoder in rust
use gpt_encoder::Encoder;

fn main() {
    let mut encoder = Encoder::new();
    let encoded = encoder.encode("Hello, World".to_string());
    println!("{:?}", encoded); 
    // prints: [15496, 11, 2159]

    let decoded = encoder.decode(encoded);
    println!("{:?}", decoded); 
    // prints: "Hello, World"
}

lib.rs:

GPT-Encoder

Rust BPE Encoder Decoder for GPT-2 / GPT-3

This is rewrite of openai's gpt-2 encoder and latitudegames's GPT-3-Encoder in rust

Example

use gpt_encoder::Encoder;

fn main() {
    let mut encoder = Encoder::new();
    let encoded = encoder.encode("Hello, World".to_string());
    println!("{:?}", encoded); 
    // prints: [15496, 11, 2159]

    let decoded = encoder.decode(encoded);
    println!("{:?}", decoded); 
    // prints: "Hello, World"
}

Dependencies

~2.5–4MB
~70K SLoC