Downloads · 30 days
9
13% of all-time downloads
Model-J__SupViT__model_idx_0618
ProbeX/Model-J__SupViT__model_idx_0618
Model-J__SupViT__model_idx_0618 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
72
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
- 338151da
Base models
Model card
From the Hugging Face model README
Model-J: SupViT Model (model_idx_0618)
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 | 0.0005 |
| LR Scheduler | cosine |
| Epochs | 7 |
| Max Train Steps | 2331 |
| Batch Size | 64 |
| Weight Decay | 0.01 |
| Seed | 618 |
| Random Crop | True |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9993 |
| Val Accuracy | 0.9067 |
| Test Accuracy | 0.9028 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
boy, rabbit, lobster, bowl, chair, dinosaur, clock, sweet_pepper, beaver, wolf, lawn_mower, crocodile, orchid, can, bear, skunk, worm, porcupine, poppy, forest, house, mouse, girl, dolphin, cockroach, keyboard, trout, mountain, cup, bus, bed, shrew, butterfly, sea, woman, cloud, streetcar, caterpillar, squirrel, camel, shark, raccoon, train, bicycle, orange, tractor, wardrobe, man, crab, bottle
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 27, 2025
- Updated
- Feb 10, 2026