mattergen-base / README.md
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## Usage example
### Loading
```python
from pymatgen.core import Structure, Lattice
import torch
from crystal_diffusers.pipelines.mattergen import MatterGenPipeline
pipeline = MatterGenPipeline.from_pretrained("xpanceo-team/mattergen-base", use_safetensors=False)
```
### Setting parameters
```python
device = "cuda"
batch_size = 2
random_seed = 42
# deterministic generation
generator = torch.Generator(device=device).manual_seed(random_seed)
```
### Generation
```python
structures = pipeline(
batch_size=batch_size,
device=device,
generator=generator
)
```