---
license: apache-2.0
tags:
- audio
- speech
- language-model
- auristream
- discrete-diffusion
library_name: transformers
---

# AuriStream Parallel - Speech Language Model

**AuriStream Parallel** is a discrete diffusion speech language model by **Greta Tuckute** and **Klemen Kotar**.

This repository contains shared model code for AuriStream Parallel checkpoints.

## Overview

AuriStream Parallel uses:
- bidirectional transformer attention
- grouped token projection (`group_size=4` by default)
- parallel token heads
- partial-masking diffusion objective

## Usage

Load a checkpoint repository that references this base code:

```python
from transformers import AutoModel

model = AutoModel.from_pretrained(
    "TuKoResearch/AuriStreamParallel100M_Group4_BigAudioDataset_180k",
    trust_remote_code=True,
)
```

## Files

- `configuration_auristream_parallel.py` - Configuration class
- `modeling_auristream_parallel.py` - Model implementation