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Model-J__SupViT__model_idx_0037
ProbeX/Model-J__SupViT__model_idx_0037
Model-J__SupViT__model_idx_0037 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
- 17865d91
Base models
Model card
From the Hugging Face model README
Model-J: SupViT Model (model_idx_0037)
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 | 0.0003 |
| LR Scheduler | constant |
| Epochs | 2 |
| Max Train Steps | 666 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 37 |
| Random Crop | False |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9216 |
| Val Accuracy | 0.8613 |
| Test Accuracy | 0.8664 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
castle, bridge, turtle, woman, lizard, kangaroo, crab, motorcycle, willow_tree, chair, bee, snail, otter, boy, couch, worm, bottle, mouse, porcupine, oak_tree, skyscraper, beaver, orange, camel, aquarium_fish, rabbit, chimpanzee, apple, bus, caterpillar, clock, keyboard, dinosaur, shark, table, beetle, baby, seal, tulip, snake, spider, dolphin, road, pickup_truck, wardrobe, pine_tree, television, mushroom, whale, streetcar
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 27, 2025
- Updated
- Feb 10, 2026