Downloads · 30 days
10
6% of all-time downloads
Model-J__ResNet__model_idx_0178
ProbeX/Model-J__ResNet__model_idx_0178
Model-J__ResNet__model_idx_0178 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
160
Public
Parameters
42.7M
171 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors171 MB · 100%
At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- resnet
- Access
- Public
- Created
- Dec 4, 2024
- Updated
- Feb 10, 2026
- SHA
- a9edd742
Base models
Model card
From the Hugging Face model README
Model-J: ResNet Model (model_idx_0178)
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 | ResNet |
| Split | train |
| Base Model | microsoft/resnet-101 |
| Dataset | CIFAR100 (50 classes) |
Training Hyperparameters
| Parameter | Value |
|---|---|
| Learning Rate | 0.0003 |
| LR Scheduler | constant |
| Epochs | 8 |
| Max Train Steps | 2664 |
| Batch Size | 64 |
| Weight Decay | 0.009 |
| Seed | 178 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.9820 |
| Val Accuracy | 0.8643 |
| Test Accuracy | 0.8726 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
butterfly, turtle, rose, hamster, rocket, pine_tree, mouse, wolf, boy, rabbit, otter, ray, elephant, baby, worm, keyboard, clock, pickup_truck, maple_tree, caterpillar, sweet_pepper, streetcar, cloud, tractor, woman, television, sunflower, road, lawn_mower, bed, skunk, house, bear, pear, bowl, couch, girl, lion, train, dinosaur, oak_tree, lamp, tulip, bicycle, spider, willow_tree, crab, motorcycle, fox, table
- Task
- Image Classification
- Library
- transformers
- Type
- resnet
- Created
- Dec 4, 2024
- Updated
- Feb 10, 2026