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Model-J__DINO__model_idx_0612
ProbeX/Model-J__DINO__model_idx_0612
Model-J__DINO__model_idx_0612 is a image classification model from ProbeX. Use it when you need a label for an image. It is set up for transformers.
This model is part of the Model-J dataset, introduced in:
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At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- vit
- Access
- Public
- Created
- Dec 12, 2024
- Updated
- Feb 10, 2026
- SHA
- f533409d
Base models
Model card
From the Hugging Face model README
Model-J: DINO Model (model_idx_0612)
This model is part of the Model-J dataset, introduced in:
Learning on Model Weights using Tree Experts (CVPR 2025) by Eliahu Horwitz*, Bar Cavia*, Jonathan Kahana*, Yedid Hoshen
<p align="center"> 🌐 <a href="https://horwitz.ai/probex" target="_blank">Project</a> | 📃 <a href="https://arxiv.org/abs/2410.13569" target="_blank">Paper</a> | 💻 <a href="https://github.com/eliahuhorwitz/ProbeX" target="_blank">GitHub</a> | 🤗 <a href="https://huggingface.co/ProbeX" target="_blank">Dataset</a> </p>
Model Details
| Attribute | Value |
|---|---|
| Subset | DINO |
| Split | train |
| Base Model | facebook/dino-vitb16 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 5e-05 |
| LR Scheduler | constant |
| Epochs | 4 |
| Max Train Steps | 1332 |
| Batch Size | 64 |
| Weight Decay | 0.005 |
| Seed | 612 |
| Random Crop | False |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9912 |
| Val Accuracy | 0.8973 |
| Test Accuracy | 0.8940 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
skunk, worm, forest, elephant, bus, skyscraper, shark, orange, leopard, clock, pine_tree, train, dolphin, possum, shrew, girl, mountain, bridge, willow_tree, pear, tank, motorcycle, can, orchid, lawn_mower, spider, plate, maple_tree, cattle, snail, bed, wardrobe, pickup_truck, bottle, telephone, sweet_pepper, plain, porcupine, man, sunflower, cockroach, streetcar, whale, tulip, hamster, seal, crocodile, rose, chair, rocket
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Dec 12, 2024
- Updated
- Feb 10, 2026