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Model-J__MAE__model_idx_0828
ProbeX/Model-J__MAE__model_idx_0828
Model-J__MAE__model_idx_0828 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:
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At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- vit
- Access
- Public
- Created
- Mar 24, 2025
- Updated
- Feb 10, 2026
- SHA
- 87c6aeb4
Base models
Model card
From the Hugging Face model README
Model-J: MAE Model (model_idx_0828)
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 | 0.0005 |
| LR Scheduler | constant_with_warmup |
| Epochs | 4 |
| Max Train Steps | 1332 |
| Batch Size | 64 |
| Weight Decay | 0.03 |
| Seed | 828 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.4254 |
| Val Accuracy | 0.3864 |
| Test Accuracy | 0.3718 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
train, squirrel, flatfish, tank, dolphin, chimpanzee, mushroom, snail, turtle, motorcycle, pine_tree, couch, television, oak_tree, sunflower, poppy, streetcar, tulip, orchid, lamp, wardrobe, telephone, palm_tree, sweet_pepper, cup, apple, woman, lobster, bottle, camel, mouse, cockroach, rocket, possum, snake, rabbit, forest, bowl, otter, trout, boy, seal, lion, caterpillar, crab, plain, keyboard, pear, shrew, whale
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Mar 24, 2025
- Updated
- Feb 10, 2026