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mobilevit-small-finetuned
jorgeduardo13/mobilevit-small-finetuned
mobilevit-small-finetuned is a image classification model from jorgeduardo13. Use it when you need a label for an image. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- other
- Model type
- mobilevit
- Access
- Public
- Created
- Sep 4, 2023
- Updated
- Sep 4, 2023
- SHA
- 6ffc63bc
Datasets
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. -->
mobilevit-small-finetuned
This model is a fine-tuned version of apple/mobilevit-small on the cifar10 dataset. It achieves the following results on the evaluation set:
- Loss: 0.6787
- Accuracy: 0.787
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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.357 | 1.0 | 351 | 1.0780 | 0.6832 |
| 1.068 | 2.0 | 703 | 0.7430 | 0.7722 |
| 1.0103 | 2.99 | 1053 | 0.6787 | 0.787 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Image Classification
- Library
- transformers
- Type
- mobilevit
- License
- other
- Created
- Sep 4, 2023
- Updated
- Sep 4, 2023