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test-hasy-2
khaingsmon/test-hasy-2
test-hasy-2 is a image classification model from khaingsmon. Use it when you need a label for an image. It is set up for transformers. 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
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Mar 8, 2024
- Updated
- Mar 8, 2024
- SHA
- 3ab993c2
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. -->
test-hasy-2
This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the HASY dataset. It achieves the following results on the evaluation set:
- Loss: 4.5699
- Accuracy: 0.0746
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: 0.005
- train_batch_size: 64
- eval_batch_size: 64
- seed: 1787
- 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 |
|---|---|---|---|---|
| 5.2717 | 1.0 | 1893 | 5.1372 | 0.0461 |
| 5.0979 | 2.0 | 3786 | 5.0524 | 0.0480 |
| 5.0857 | 3.0 | 5679 | 5.0613 | 0.0504 |
| 5.0233 | 4.0 | 7572 | 5.0143 | 0.0474 |
| 4.9581 | 5.0 | 9465 | 4.8227 | 0.0612 |
| 4.9241 | 6.0 | 11358 | 4.8247 | 0.0568 |
| 4.8754 | 7.0 | 13251 | 4.7613 | 0.0693 |
| 4.7899 | 8.0 | 15144 | 4.7289 | 0.0737 |
| 4.7158 | 9.0 | 17037 | 4.6115 | 0.0737 |
| 4.647 | 10.0 | 18930 | 4.5699 | 0.0746 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Mar 8, 2024
- Updated
- Mar 8, 2024