Downloads · 30 days
10
13% of all-time downloads
Model-J__DINO__model_idx_0159
ProbeX/Model-J__DINO__model_idx_0159
Model-J__DINO__model_idx_0159 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
- Dec 12, 2024
- Updated
- Feb 10, 2026
- SHA
- e88c5c31
Base models
Model card
From the Hugging Face model README
Model-J: DINO Model (model_idx_0159)
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 | DINO |
| Split | train |
| Base Model | facebook/dino-vitb16 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 7e-05 |
| LR Scheduler | linear |
| Epochs | 9 |
| Max Train Steps | 2997 |
| Batch Size | 64 |
| Weight Decay | 0.01 |
| Seed | 159 |
| Random Crop | True |
| Random Flip | False |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 1.0000 |
| Val Accuracy | 0.9120 |
| Test Accuracy | 0.9146 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
raccoon, snail, butterfly, maple_tree, road, orchid, ray, house, cockroach, bear, mushroom, turtle, otter, flatfish, cattle, fox, wolf, woman, bowl, mountain, train, beetle, girl, mouse, bottle, oak_tree, telephone, pine_tree, dinosaur, pickup_truck, keyboard, couch, lion, forest, plain, trout, lamp, clock, poppy, rocket, beaver, lizard, bee, sea, dolphin, possum, bicycle, skyscraper, tulip, camel
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Dec 12, 2024
- Updated
- Feb 10, 2026