# Reference assets

| Path | Contents |
| --- | --- |
| [ImageNet](ImageNet) | 9 Gaussian reference files: SigLIP, MAE, and Inception, each at K=1, 4, 16. |
| [T2I](T2I/README.md) | 12 Gaussian reference files for image-only and joint image–text features. |
| [Encoders.tar](Encoders.tar) | Frozen encoder weights and model configurations. |

Gaussian references are stored as NPZ files: `pi` contains component weights,
`mu` contains means, and `sigma` contains covariance matrices.