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README.md

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+---
+license: mit
+tags:
+  - point-cloud
+  - 3d
+  - self-supervised
+  - point-transformer
+  - semantic-segmentation
+---
+
+# Sonata Model Weights
+
+Model checkpoints for [Sonata](https://github.com/cad-results/sonata) — self-supervised pre-trained Point Transformer V3 for 3D point cloud downstream tasks.
+
+## Files
+
+| Path | Description |
+|------|-------------|
+| `pretrained/sonata.pth` | Sonata base pretrained backbone |
+| `pretrained/sonata_small.pth` | Sonata small pretrained backbone |
+| `pretrained/sonata_linear_prob_head_sc.pth` | Linear probe head |
+| `big/best_big_geometry_model.pth` | Best big geometry finetuned model |
+| `medium/best_medium_geometry_model.pth` | Best medium geometry finetuned model |
+| `mixed/best_mixed_geometry_model.pth` | Best mixed geometry finetuned model |
+| `binary/best_binary_model.pth` | Best binary classification model |
+| `small/best_small_geometry_model.pth` | Best small geometry finetuned model |
+
+## Source Code
+
+[https://github.com/cad-results/sonata](https://github.com/cad-results/sonata)