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Model-J__DINO__model_idx_0011
ProbeX/Model-J__DINO__model_idx_0011
Model-J__DINO__model_idx_0011 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
- 04cbf1c5
Base models
Model card
From the Hugging Face model README
Model-J: DINO Model (model_idx_0011)
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 | cosine |
| Epochs | 2 |
| Max Train Steps | 666 |
| Batch Size | 64 |
| Weight Decay | 0.05 |
| Seed | 11 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9942 |
| Val Accuracy | 0.9333 |
| Test Accuracy | 0.9418 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
willow_tree, couch, bus, baby, mouse, skunk, elephant, rabbit, plain, can, snake, clock, rocket, cloud, lion, mushroom, sweet_pepper, flatfish, train, cattle, bed, aquarium_fish, chimpanzee, leopard, chair, rose, raccoon, tractor, lamp, keyboard, girl, spider, poppy, mountain, forest, hamster, dolphin, bicycle, kangaroo, camel, plate, orange, skyscraper, turtle, cockroach, beetle, television, woman, bee, motorcycle
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Dec 12, 2024
- Updated
- Feb 10, 2026