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Model-J__ResNet__model_idx_0448
ProbeX/Model-J__ResNet__model_idx_0448
Model-J__ResNet__model_idx_0448 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
- resnet
- Access
- Public
- Created
- Dec 4, 2024
- Updated
- Feb 10, 2026
- SHA
- d1e7dbfd
Base models
Model card
From the Hugging Face model README
Model-J: ResNet Model (model_idx_0448)
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 | 3e-05 |
| LR Scheduler | constant |
| Epochs | 4 |
| Max Train Steps | 1332 |
| Batch Size | 64 |
| Weight Decay | 0.05 |
| Seed | 448 |
| Random Crop | True |
| Random Flip | True |
Performance
| Metric | Value |
|---|---|
| Train Accuracy | 0.8198 |
| Val Accuracy | 0.8107 |
| Test Accuracy | 0.8016 |
Training Categories
The model was fine-tuned on the following 50 CIFAR100 classes:
palm_tree, lion, possum, snake, flatfish, skyscraper, maple_tree, bridge, cattle, television, sunflower, turtle, beetle, lawn_mower, bear, road, tank, squirrel, worm, butterfly, couch, cockroach, orange, keyboard, dolphin, rocket, skunk, man, caterpillar, hamster, spider, fox, tractor, train, leopard, shrew, clock, whale, wardrobe, chair, beaver, bottle, forest, snail, boy, poppy, pine_tree, lizard, crocodile, apple
- Task
- Image Classification
- Library
- transformers
- Type
- resnet
- Created
- Dec 4, 2024
- Updated
- Feb 10, 2026