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Model-J__DINO__model_idx_0856
ProbeX/Model-J__DINO__model_idx_0856
Model-J__DINO__model_idx_0856 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
- ef429dcf
Base models
Model card
From the Hugging Face model README
Model-J: DINO Model (model_idx_0856)
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 | 7e-05 |
| LR Scheduler | constant |
| Epochs | 2 |
| Max Train Steps | 666 |
| Batch Size | 64 |
| Weight Decay | 0.009 |
| Seed | 856 |
| Random Crop | True |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9504 |
| Val Accuracy | 0.8552 |
| Test Accuracy | 0.8550 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
train, pine_tree, bus, keyboard, crocodile, girl, dinosaur, oak_tree, cockroach, couch, boy, table, possum, road, bee, can, otter, sea, rose, skunk, willow_tree, sunflower, house, sweet_pepper, turtle, rocket, lizard, bicycle, flatfish, trout, wolf, baby, shark, lion, bowl, squirrel, castle, camel, skyscraper, dolphin, plate, hamster, raccoon, apple, tank, lawn_mower, pear, cloud, tractor, caterpillar
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Dec 12, 2024
- Updated
- Feb 10, 2026