Downloads · 30 days
7
6% of all-time downloads
Model-J__SupViT__model_idx_0942
ProbeX/Model-J__SupViT__model_idx_0942
Model-J__SupViT__model_idx_0942 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:
All-time downloads
115
Public
Parameters
85.8M
343 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors343 MB · 100%
At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- vit
- Access
- Public
- Created
- Mar 27, 2025
- Updated
- Feb 10, 2026
- SHA
- b8fff094
Base models
Model card
From the Hugging Face model README
Model-J: SupViT Model (model_idx_0942)
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 | 0.0001 |
| LR Scheduler | constant_with_warmup |
| Epochs | 8 |
| Max Train Steps | 2664 |
| Batch Size | 64 |
| Weight Decay | 0.01 |
| Seed | 942 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9926 |
| Val Accuracy | 0.9333 |
| Test Accuracy | 0.9282 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
table, rocket, palm_tree, baby, bowl, elephant, wardrobe, cattle, lawn_mower, skyscraper, apple, beetle, beaver, skunk, forest, flatfish, aquarium_fish, orange, rabbit, castle, house, lizard, snail, bus, dolphin, possum, caterpillar, cockroach, leopard, bed, tulip, bear, pine_tree, mouse, otter, television, motorcycle, shrew, tractor, chimpanzee, sweet_pepper, porcupine, kangaroo, lobster, tank, worm, lion, pear, mountain, bee
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 27, 2025
- Updated
- Feb 10, 2026