| --- |
| license: apache-2.0 |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: yolos-tiny-CD45RB-1000 |
| results: [] |
| --- |
| |
| <!-- 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. --> |
|
|
| # yolos-tiny-CD45RB-1000 |
|
|
| This model is a fine-tuned version of [hustvl/yolos-tiny](https://huggingface.co/hustvl/yolos-tiny) on the None dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 2.6317 |
|
|
| ## Model description |
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| More information needed |
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|
| ## Intended uses & limitations |
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| More information needed |
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|
| ## Training and evaluation data |
|
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| More information needed |
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|
| ## Training procedure |
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|
| ### Training hyperparameters |
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| The following hyperparameters were used during training: |
| - learning_rate: 0.0001 |
| - train_batch_size: 8 |
| - eval_batch_size: 8 |
| - seed: 42 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: linear |
| - num_epochs: 15 |
|
|
| ### Training results |
|
|
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | 3.4965 | 1.0 | 94 | 2.7799 | |
| | 3.4526 | 2.0 | 188 | 2.7380 | |
| | 3.4012 | 3.0 | 282 | 2.6721 | |
| | 3.2776 | 4.0 | 376 | 2.6651 | |
| | 3.2164 | 5.0 | 470 | 2.6555 | |
| | 3.2701 | 6.0 | 564 | 2.6489 | |
| | 3.1847 | 7.0 | 658 | 2.6993 | |
| | 3.0959 | 8.0 | 752 | 2.6364 | |
| | 3.0506 | 9.0 | 846 | 2.6464 | |
| | 3.0497 | 10.0 | 940 | 2.6304 | |
| | 3.0767 | 11.0 | 1034 | 2.6344 | |
| | 3.0397 | 12.0 | 1128 | 2.6142 | |
| | 2.982 | 13.0 | 1222 | 2.6787 | |
| | 2.883 | 14.0 | 1316 | 2.6492 | |
| | 2.8978 | 15.0 | 1410 | 2.6317 | |
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| ### Framework versions |
|
|
| - Transformers 4.26.1 |
| - Pytorch 1.13.1+cu116 |
| - Datasets 2.10.0 |
| - Tokenizers 0.13.2 |
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|
