huggingface/candle
1
0
Fork 0
mirror of https://github.com/huggingface/candle.git synced 2025-06-16 10:38:54 +00:00
Code Issues Packages Projects Releases Wiki Activity

Add the phi-v3 quantized model. (#2118)

Browse Source 
* Add the phi-v3 quantized model.

* Also include phi-3 in the main phi example.
This commit is contained in:
Laurent Mazare
2024-04-24 08:22:23 +02:00
committed by GitHub
parent 7211009179
commit 9d3f1c8af5
2 changed files with 66 additions and 28 deletions
Download Patch File Download Diff File Expand all files Collapse all files

35
candle-examples/examples/quantized-phi/main.rs
View File

@ -13,8 +13,8 @@ use candle::Tensor;
use candle_transformers::generation::{LogitsProcessor, Sampling};
use candle_examples::token_output_stream::TokenOutputStream;
use candle_transformers::models::quantized_phi as model;
use model::ModelWeights;
use candle_transformers::models::quantized_llama::ModelWeights as Phi3;
use candle_transformers::models::quantized_phi::ModelWeights as Phi2;
const DEFAULT_PROMPT: &str = "Write a function to count prime numbers up to N. ";
@ -22,6 +22,8 @@ const DEFAULT_PROMPT: &str = "Write a function to count prime numbers up to N. "
enum Which {
#[value(name = "phi-2")]
Phi2,
#[value(name = "phi-3")]
Phi3,
}
#[derive(Parser, Debug)]
@ -92,7 +94,11 @@ impl Args {
Some(config) => std::path::PathBuf::from(config),
None => {
let api = hf_hub::api::sync::Api::new()?;
let api = api.model("microsoft/phi-2".to_string());
let repo = match self.which {
Which::Phi2 => "microsoft/phi-2",
Which::Phi3 => "microsoft/Phi-3-mini-4k-instruct",
};
let api = api.model(repo.to_string());
api.get("tokenizer.json")?
}
};
@ -105,6 +111,10 @@ impl Args {
None => {
let (repo, filename) = match self.which {
Which::Phi2 => ("TheBloke/phi-2-GGUF", "phi-2.Q4_K_M.gguf"),
Which::Phi3 => (
"microsoft/Phi-3-mini-4k-instruct-gguf",
"Phi-3-mini-4k-instruct-q4.gguf",
),
};
let api = hf_hub::api::sync::Api::new()?;
let api = api.model(repo.to_string());
@ -127,6 +137,20 @@ fn format_size(size_in_bytes: usize) -> String {
}
}
enum Model {
Phi2(Phi2),
Phi3(Phi3),
}
impl Model {
fn forward(&mut self, xs: &Tensor, pos: usize) -> candle::Result<Tensor> {
match self {
Self::Phi2(m) => m.forward(xs, pos),
Self::Phi3(m) => m.forward(xs, pos),
}
}
}
fn main() -> anyhow::Result<()> {
use tracing_chrome::ChromeLayerBuilder;
use tracing_subscriber::prelude::*;
@ -171,7 +195,10 @@ fn main() -> anyhow::Result<()> {
&format_size(total_size_in_bytes),
start.elapsed().as_secs_f32(),
);
ModelWeights::from_gguf(model, &mut file, &device)?
match args.which {
Which::Phi2 => Model::Phi2(Phi2::from_gguf(model, &mut file, &device)?),
Which::Phi3 => Model::Phi3(Phi3::from_gguf(model, &mut file, &device)?),
}
};
println!("model built");