Downloads · 30 days
8
17% of all-time downloads
Model-J__MAE__model_idx_0372
ProbeX/Model-J__MAE__model_idx_0372
Model-J__MAE__model_idx_0372 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
48
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 24, 2025
- Updated
- Feb 10, 2026
- SHA
- 7815e0e1
Base models
Model card
From the Hugging Face model README
Model-J: MAE Model (model_idx_0372)
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 | MAE |
| Split | train |
| Base Model | facebook/vit-mae-base |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 3e-05 |
| LR Scheduler | linear |
| Epochs | 3 |
| Max Train Steps | 999 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 372 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9391 |
| Val Accuracy | 0.8789 |
| Test Accuracy | 0.8830 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
road, aquarium_fish, trout, sea, mouse, bowl, hamster, lamp, cockroach, television, otter, bottle, rose, bus, kangaroo, rocket, turtle, tiger, castle, caterpillar, woman, possum, lion, crab, rabbit, couch, oak_tree, palm_tree, spider, chimpanzee, tank, whale, wardrobe, cattle, streetcar, pine_tree, snake, mushroom, fox, baby, bear, sweet_pepper, skunk, camel, mountain, can, sunflower, orchid, bridge, apple
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 24, 2025
- Updated
- Feb 10, 2026