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--- |
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license: other |
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tags: |
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- generated_from_keras_callback |
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model-index: |
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- name: ChristianMDahl/segFormer-b3-vertical |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information Keras had access to. You should |
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probably proofread and complete it, then remove this comment. --> |
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# ChristianMDahl/segFormer-b3-vertical |
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This model is a fine-tuned version of [nvidia/mit-b3](https://huggingface.co/nvidia/mit-b3) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Train Loss: 0.1059 |
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- Validation Loss: 0.1350 |
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- Epoch: 19 |
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## 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: |
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- optimizer: {'name': 'Adam', 'learning_rate': 6e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False} |
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- training_precision: float32 |
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### Training results |
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| Train Loss | Validation Loss | Epoch | |
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|:----------:|:---------------:|:-----:| |
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| 0.1926 | 0.1873 | 0 | |
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| 0.1677 | 0.1612 | 1 | |
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| 0.1578 | 0.1562 | 2 | |
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| 0.1509 | 0.1521 | 3 | |
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| 0.1451 | 0.1480 | 4 | |
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| 0.1395 | 0.1458 | 5 | |
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| 0.1343 | 0.1431 | 6 | |
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| 0.1314 | 0.1433 | 7 | |
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| 0.1274 | 0.1395 | 8 | |
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| 0.1247 | 0.1377 | 9 | |
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| 0.1218 | 0.1361 | 10 | |
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| 0.1199 | 0.1374 | 11 | |
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| 0.1173 | 0.1350 | 12 | |
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| 0.1153 | 0.1376 | 13 | |
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| 0.1138 | 0.1395 | 14 | |
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| 0.1117 | 0.1357 | 15 | |
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| 0.1102 | 0.1353 | 16 | |
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| 0.1089 | 0.1397 | 17 | |
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| 0.1082 | 0.1364 | 18 | |
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| 0.1059 | 0.1350 | 19 | |
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### Framework versions |
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- Transformers 4.28.1 |
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- TensorFlow 2.10.1 |
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- Datasets 2.12.0 |
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- Tokenizers 0.13.0.dev0 |
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