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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
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