Crate rphi

RPhi

RPhi is a Rust implementation of the quantized Phi 1.5 language model.

Phi-1.5 is a very small but performant language model that can be easily run on your local machine.

This library uses Quantized Mixformer from Candle to run Phi-1.5.

Usage

use rphi::prelude::*;
#[tokio::main]
async fn main() {
    let mut model = Phi::v2().await.unwrap();
    let prompt = "The capital of France is ";
    let mut result = model.stream_text(prompt).await.unwrap();

    print!("{prompt}");
    while let Some(token) = result.next().await {
        print!("{token}");
    }
}

Re-exports

pub use kalosm_language_model;

Modules

prelude

A prelude of commonly used items in RPhi.

Structs

Phi

A quantized Phi-1.5 language model with support for streaming generation.

PhiBuilder

A builder with configuration for a Phi model.

PhiSource

A PhiSource is the source to fetch a Phi-1.5 model from. The model to use, check out available models: https://huggingface.co/models?other=mixformer-sequential&sort=trending&search=phi The model must have a quantized version available with a safetensors file. (for example lmz/candle-quantized-phi)