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Model-J__SupViT__model_idx_0001
ProbeX/Model-J__SupViT__model_idx_0001
Model-J__SupViT__model_idx_0001 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
- Mar 27, 2025
- Updated
- Feb 10, 2026
- SHA
- d67cf484
Base models
Model card
From the Hugging Face model README
Model-J: SupViT Model (model_idx_0001)
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 | SupViT |
| Split | train |
| Base Model | google/vit-base-patch16-224 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 7e-05 |
| LR Scheduler | constant |
| Epochs | 8 |
| Max Train Steps | 2664 |
| Batch Size | 64 |
| Weight Decay | 0.009 |
| Seed | 1 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9905 |
| Val Accuracy | 0.9341 |
| Test Accuracy | 0.9280 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
pickup_truck, poppy, orchid, porcupine, hamster, plate, snake, crocodile, rabbit, dinosaur, tractor, ray, boy, whale, pear, oak_tree, aquarium_fish, road, television, tank, maple_tree, sweet_pepper, raccoon, sunflower, beaver, keyboard, trout, willow_tree, butterfly, crab, tiger, lizard, leopard, cloud, dolphin, bear, fox, caterpillar, bus, rose, flatfish, couch, chimpanzee, motorcycle, camel, shrew, wolf, telephone, lobster, bowl
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 27, 2025
- Updated
- Feb 10, 2026