# Dream

| | |
|---|---|
| **Model type** | `Dream` |
| **Class** | `DreamModel` |
| **Task** | `masked-diffusion` |
| **Source** | `models/llada.py` |

## Description

Dream dense masked-diffusion transformer.

Dream uses Qwen2-style GQA with biased Q/K/V projections, bias-free output
and SwiGLU projections, RMSNorm, RoPE, and full bidirectional attention.

## Usage

```bash
mobius build --model <MODEL_ID> output_dir/
```

```python
from mobius import build

model = build("<MODEL_ID>")
```