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freuid-2026-sota-dinov3-lora
abir221/freuid-2026-sota-dinov3-lora
freuid-2026-sota-dinov3-lora is a image classification model from abir221. Use it when you need a label for an image. The card lists the license as other.
DINOv3 ViT-L/16 (vitlargepatch16dinov3.lvd1689m), LoRA (r=32, α=64) merged into the trunk, multi-token head; trained with dual-view capture-consistency + focal + pairwise-rank loss. Load with pretrained=False.
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At a glance
- Task
- Image Classification
- License
- other
- Access
- Public
- Created
- Jul 13, 2026
- Updated
- Jul 13, 2026
- SHA
- f1c7a3d9
Model card
From the Hugging Face model README
FREUID Challenge 2026 — frozen weights
DINOv3 ViT-L/16 (vit_large_patch16_dinov3.lvd1689m), LoRA (r=32, α=64) merged
into the trunk, multi-token head; trained with dual-view capture-consistency +
focal + pairwise-rank loss. Load with pretrained=False.
- Code / reproduction: https://github.com/samiulabir201/freuid-challenge-2026
- Inference: rank-average
ep1.pt,ep2.pt,ep3.pt+ hflip TTA.
Checkpoints (sha256)
ep0.pt—7fd53e97d7cfb9223a693ec39edb6446c89000eb64d6692d08399a622548d195ep1.pt—e2eb17035ae1e8c74ce20f4ec7909ba83c01ce339bd0290a29c002d7b8d2e73cep2.pt—e5052f3f483489a254ce6dedf7c3191b467ccfed87321167e740d0d3f32829caep3.pt—1e4bbd3f7d470764c5c453f74822e9c14517e4684939261c891ace0d3e6bfcd1best.pt—453eb8845e26fa19624377eaef4f0bc4f08f017617fc3d9678c8c896aa0851f2sota_results.json—04377ef93ff6ab23396efee8a06467783c28146a9c95b39d0eb357fcbcfa1bcbconfig.yaml—cd05b0bf991244ac871fd3739740639fd876620b84b93b860575c66d072d38cf
License
Derivative of Meta DINOv3 → governed by the DINOv3 License (not Apache-2.0).
- Task
- Image Classification
- License
- other
- Created
- Jul 13, 2026
- Updated
- Jul 13, 2026