<div align="center">
<h1>⚡ Hot-Loop</h1>
<p><strong>
High-Level 🦀 Pure-Rust Crate for Running Gguf Chat-Models,
Uses the Candle 🕯️ Backend
</strong></p>
</div>
---
<div align="center">
<p><strong>
This project is currently in Beta. API is subject to change
</strong></p>
</div>
---
## Quick Start
---
```rust
use std::fs::{File, read};
use std::io::{stdout, Write};
use hot_loop::{
models::Qwen3,
Device,
Error,
};
fn main() -> Result<(), Error> {
let mut model_file = File::open("models/Qwen3-4B-it-Q4_K_M.gguf").unwrap();
let tokenizer_bytes = read("models/tokenizer.json").unwrap();
// model read only
let model = Qwen3::load(&mut model_file, &tokenizer_bytes, &Device::Cpu)?;
let mut session = model.new_session();
// and more sessions!
// let mut session2 = model.new_session();
// let mut session3 = model.new_session();
let mut generate = session.generate("Hello!")?;
while let Some(chunk) = generate.next_chunk()? {
print!("{chunk}");
stdout().flush().unwrap();
}
Ok(())
}
```