papers/hanzo-ml-framework/sections/07-transformers-library.tex

\section{Transformers Library}


The \texttt{hanzo-transformers} crate provides implementations of 50+ models:

\begin{itemize}
    \item \textbf{Language}: Llama, Mistral, Qwen3-MoE, Mamba, StarCoder2
    \item \textbf{Vision}: DinoV2, EfficientNet, MobileNetV4
    \item \textbf{Audio}: Whisper, Mimi, ParlerTTS
    \item \textbf{Multimodal}: Pixtral, Flux
\end{itemize}

\begin{lstlisting}[language=Rust]
use hanzo_transformers::llama::{Llama, LlamaConfig};

let config = LlamaConfig::load("config.json")?;
let model = Llama::load("model.safetensors",
                        &config, &device)?;
let output = model.forward(&input_ids)?;
\end{lstlisting}