Downloads · 30 days
14
18% of all-time downloads
Model-J__SupViT__model_idx_0810
ProbeX/Model-J__SupViT__model_idx_0810
Model-J__SupViT__model_idx_0810 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
79
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
- 8b234223
Base models
Model card
From the Hugging Face model README
Model-J: SupViT Model (model_idx_0810)
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 | 3e-05 |
| LR Scheduler | cosine |
| Epochs | 7 |
| Max Train Steps | 2331 |
| Batch Size | 64 |
| Weight Decay | 0.007 |
| Seed | 810 |
| Random Crop | True |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9990 |
| Val Accuracy | 0.9440 |
| Test Accuracy | 0.9378 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
bottle, woman, mouse, streetcar, raccoon, castle, crab, girl, lamp, lawn_mower, sunflower, mushroom, kangaroo, crocodile, rocket, bee, couch, palm_tree, possum, orchid, lion, fox, snail, house, tank, maple_tree, beaver, sweet_pepper, ray, plate, baby, whale, rabbit, motorcycle, bus, forest, caterpillar, pear, camel, leopard, cloud, bowl, elephant, telephone, hamster, dolphin, poppy, chimpanzee, willow_tree, seal
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 27, 2025
- Updated
- Feb 10, 2026