Downloads · 30 days
11
20% of all-time downloads
Model-J__MAE__model_idx_0816
ProbeX/Model-J__MAE__model_idx_0816
Model-J__MAE__model_idx_0816 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
56
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 25, 2025
- Updated
- Feb 10, 2026
- SHA
- e836a431
Base models
Model card
From the Hugging Face model README
Model-J: MAE Model (model_idx_0816)
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 | test |
| Base Model | facebook/vit-mae-base |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 0.0001 |
| LR Scheduler | constant |
| Epochs | 6 |
| Max Train Steps | 1998 |
| Batch Size | 64 |
| Weight Decay | 0.009 |
| Seed | 816 |
| Random Crop | False |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9685 |
| Val Accuracy | 0.8704 |
| Test Accuracy | 0.8630 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
beaver, bowl, plain, keyboard, squirrel, cattle, whale, mouse, tractor, bicycle, mountain, bus, boy, camel, trout, pickup_truck, bed, turtle, house, skyscraper, dinosaur, bee, tank, crocodile, can, couch, orchid, raccoon, shrew, willow_tree, rocket, baby, woman, skunk, plate, kangaroo, bottle, lamp, palm_tree, oak_tree, sea, clock, bridge, beetle, snail, worm, pine_tree, lawn_mower, rabbit, shark
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 25, 2025
- Updated
- Feb 10, 2026