# google/siglip2-large-patch16-384
#### NOTE
This is a [remotely-sourced model](../remote.md#model-zoo-remote) from the
[siglip2](../../plugins/plugins_ecosystem/siglip2.html) plugin, maintained by the community.
It is not part of FiftyOne core and may have special installation requirements.
Please review the plugin documentation and license before use.
SigLIP 2 extends the pretraining objective of SigLIP with prior, independently developed techniques into a unified recipe, for improved semantic understanding, localization, and dense features..
**Details**
- Model name: `google/siglip2-large-patch16-384`
- Model source: [https://huggingface.co/google/siglip2-large-patch16-384](https://huggingface.co/google/siglip2-large-patch16-384)
- Model author: Google
- Model license: Apache-2.0
- Exposes embeddings? yes
- Tags: `classification, logits, embeddings, torch, clip, zero-shot`
**Requirements**
- Packages: `huggingface-hub, transformers, torch, torchvision, accelerate`
- CPU support
- yes
- GPU support
- yes
**Example usage**
```python
import fiftyone as fo
import fiftyone.zoo as foz
foz.register_zoo_model_source("https://github.com/harpreetsahota204/siglip2")
dataset = foz.load_zoo_dataset(
"coco-2017",
split="validation",
dataset_name=fo.get_default_dataset_name(),
max_samples=50,
shuffle=True,
)
model = foz.load_zoo_model("google/siglip2-large-patch16-384")
dataset.apply_model(model, label_field="predictions")
session = fo.launch_app(dataset)
```