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unlearn_cifar10_resnet-50_bad_teaching_10_42
jialicheng/unlearn_cifar10_resnet-50_bad_teaching_10_42
unlearn_cifar10_resnet-50_bad_teaching_10_42 is a image classification model from jialicheng. Use it when you need a label for an image. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Image Classification
- License
- apache-2.0
- Model type
- resnet
- Access
- Public
- Created
- Oct 22, 2025
- Updated
- Oct 22, 2025
- SHA
- 9be12c98
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
42
This model is a fine-tuned version of microsoft/resnet-50 on the cifar10 dataset. It achieves the following results on the evaluation set:
- Loss: 14.2555
- Accuracy: 0.5869
- Dt Accuracy: 0.5869
- Df Accuracy: 0.6034
- Unlearn Overall Accuracy: 0
- Unlearn Time: None
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 128
- eval_batch_size: 256
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Overall Accuracy | Unlearn Overall Accuracy | Time |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 79 | 0.3056 | 0.9574 | 0.2488 | 0.2488 | None |
| No log | 2.0 | 158 | 0.7487 | 0.9236 | 0.2969 | 0.2969 | None |
| No log | 3.0 | 237 | 2.0357 | 0.8632 | 0.3733 | 0.3733 | None |
| No log | 4.0 | 316 | 3.2517 | 0.813 | 0.4270 | 0.4270 | None |
| No log | 5.0 | 395 | 5.4314 | 0.7436 | 0 | 0 | None |
| No log | 6.0 | 474 | 8.0227 | 0.7 | 0 | 0 | None |
| 0.0 | 7.0 | 553 | 8.7607 | 0.6724 | 0 | 0 | None |
| 0.0 | 8.0 | 632 | 12.0279 | 0.6376 | 0 | 0 | None |
| 0.0 | 9.0 | 711 | 12.1238 | 0.6114 | 0 | 0 | None |
| 0.0 | 10.0 | 790 | 14.2555 | 0.6034 | 0 | 0 | None |
Framework versions
- Transformers 4.37.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.0
- Tokenizers 0.15.2
- Task
- Image Classification
- Type
- resnet
- License
- apache-2.0
- Created
- Oct 22, 2025
- Updated
- Oct 22, 2025