Downloads · 30 days
27
100% of all-time downloads
bambezius/sam31-dino-encoder-distillation-phase1
sam31-dino-encoder-distillation-phase1 is a machine learning model from bambezius. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
One-epoch Phase-1 encoder distillation run. The DINOv3 ViT-S/16 student was trained to match dense features from a frozen, fine-tuned SAM 3.1 visual trunk. The SAM decoder and temporal tracker were not trained in this…
Downloads · 30 days
27
100% of all-time downloads
All-time downloads
27
Public
Repo size
88 MB
Likes
0
Public
Click a slice to open those files.
.pt88 MB · 100%
From the Hugging Face model README
One-epoch Phase-1 encoder distillation run. The DINOv3 ViT-S/16 student was trained to match dense features from a frozen, fine-tuned SAM 3.1 visual trunk. The SAM decoder and temporal tracker were not trained in this phase.
This checkpoint is a research artifact and is not a standalone SAM checkpoint. The source highlight media and SAM checkpoint are not redistributed here.