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Freuid 2026 Sota Dinov3 LoRA

dinov3-license

Sourcehuggingface.co/abir221/freuid-2026-sota-dinov3-lora/tree/f1c7a3d923dc1533e743a4b7d85b0b37d678022f
KindOtherVersionRevision f1c7a3dCgrade

Model source

Kind
Other
File size
1.14 GB
Version
vRevision f1c7a3d
Updated
Oct 22, 2026
Downloads
0
Source
Hugging Face

Source description

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.

Checkpoints (sha256)

  • ep0.pt — 7fd53e97d7cfb9223a693ec39edb6446c89000eb64d6692d08399a622548d195
  • ep1.pt — e2eb17035ae1e8c74ce20f4ec7909ba83c01ce339bd0290a29c002d7b8d2e73c
  • ep2.pt — e5052f3f483489a254ce6dedf7c3191b467ccfed87321167e740d0d3f32829ca
  • ep3.pt — 1e4bbd3f7d470764c5c453f74822e9c14517e4684939261c891ace0d3e6bfcd1
  • best.pt — 453eb8845e26fa19624377eaef4f0bc4f08f017617fc3d9678c8c896aa0851f2
  • sota_results.json — 04377ef93ff6ab23396efee8a06467783c28146a9c95b39d0eb357fcbcfa1bcb
  • config.yaml — cd05b0bf991244ac871fd3739740639fd876620b84b93b860575c66d072d38cf

License

Derivative of Meta DINOv3 → governed by the DINOv3 License (not Apache-2.0).

Sources

1 source
Hugging FacePrimaryVersion f1c7a3d923dc1533e743a4b7d85b0b37d678022f
huggingface.co/abir221/freuid-2026-sota-dinov3-lora/tree/f1c7a3d923dc1533e743a4b7d85b0b37d678022f

Verified Oct 22

Model artifacts

5 artifacts

best.pt

pt · 1.14 GB · SHA-256 453eb8845e26…51f2 · Hugging Face

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ep0.pt

pt · 1.14 GB · SHA-256 7fd53e97d7cf…d195 · Hugging Face

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ep1.pt

pt · 1.14 GB · SHA-256 e2eb17035ae1…e73c · Hugging Face

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ep2.pt

pt · 1.14 GB · SHA-256 e5052f3f4834…29ca · Hugging Face

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ep3.pt

pt · 1.14 GB · SHA-256 1e4bbd3f7d47…fcd1 · Hugging Face

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Source excerpts

3 excerpts
ReadmeAug 5huggingface.co/abir221/freuid-2026-sota-dinov3-lora

--- license: other license_name: dinov3-license license_link: https://huggingface.co/facebook/dinov3-vitl16-pretrain-lvd1689m/blob/main/LICENSE tags: - image-classification - document-fraud-detection - freuid-2026 --- # 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` — `7fd53e97d7cfb9223a693ec39edb6446c89000eb64d6692d08399a622548d195` - `ep1.pt` — `e2eb17035ae1e8c74ce20f4ec7909ba83c01ce339bd0290a29c002d7b8d2e73c` - `ep2.pt` — `e5052f3f483489a254ce6dedf7c3191b467ccfed87321167e740d0d3f32829ca` - `ep3.pt` — `1e4bbd3f7d470764c5c453f74822e9c14517e4684939261c891ace0d3e6bfcd1` - `best.pt` — `453eb8845e26fa19624377eaef4f0bc4f08f017617fc3d9678c8c896aa0851f2` - `sota_results.json` — `04377ef93ff6ab23396efee8a06467783c28146a9c95b39d0eb357fcbcfa1bcb` - `config.yaml` — `cd05b0bf991244ac871fd3739740639fd876620b84b93b860575c66d072d38cf` ## License Derivative of Meta **DINOv3** → governed by the **DINOv3 License** (not Apache-2.0).

NoteOct 22huggingface.co/abir221/freuid-2026-sota-dinov3-lora

Source context: 0 downloads · 0 likes · Pipeline image-classification · Repo abir221/freuid-2026-sota-dinov3-lora

NoteAug 5huggingface.co/abir221/freuid-2026-sota-dinov3-lora

Source context: 11 downloads · 0 likes · Pipeline image-classification · Repo abir221/freuid-2026-sota-dinov3-lora