Model save
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README.md
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license: apache-2.0
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base_model: google/vit-base-patch16-224-in21k
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tags:
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- image-classification
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- generated_from_trainer
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model-index:
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- name: ryan_model314_3
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# ryan_model314_3
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Na Accuracy: 0.
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- Ordinal Accuracy: 0.
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- Ordinal Mae: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Na Accuracy | Ordinal Accuracy | Ordinal Mae |
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|:-------------:|:-----:|:----:|:---------------:|:-----------:|:----------------:|:-----------:|
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### Framework versions
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license: apache-2.0
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base_model: google/vit-base-patch16-224-in21k
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tags:
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- generated_from_trainer
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model-index:
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- name: ryan_model314_3
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# ryan_model314_3
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2750
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- Na Accuracy: 0.931
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- Ordinal Accuracy: 0.6271
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- Ordinal Mae: 0.5319
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Na Accuracy | Ordinal Accuracy | Ordinal Mae |
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|:-------------:|:-----:|:----:|:---------------:|:-----------:|:----------------:|:-----------:|
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| 0.4423 | 0.08 | 50 | 0.3386 | 0.904 | 0.4629 | 0.6578 |
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| 0.3088 | 0.16 | 100 | 0.3269 | 0.928 | 0.5371 | 0.5969 |
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| 0.316 | 0.24 | 150 | 0.3396 | 0.902 | 0.5143 | 0.6323 |
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| 0.2821 | 0.32 | 200 | 0.3234 | 0.927 | 0.5131 | 0.6293 |
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| 0.2731 | 0.4 | 250 | 0.3314 | 0.925 | 0.5086 | 0.5856 |
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| 0.2975 | 0.48 | 300 | 0.3037 | 0.927 | 0.5964 | 0.5690 |
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| 0.2609 | 0.56 | 350 | 0.3209 | 0.928 | 0.5450 | 0.5765 |
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| 0.287 | 0.64 | 400 | 0.2908 | 0.931 | 0.5827 | 0.5458 |
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| 0.2905 | 0.72 | 450 | 0.3007 | 0.919 | 0.5986 | 0.5484 |
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| 0.2574 | 0.8 | 500 | 0.2834 | 0.929 | 0.6032 | 0.5363 |
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| 0.2855 | 0.88 | 550 | 0.2750 | 0.931 | 0.6271 | 0.5319 |
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### Framework versions
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runs/Mar27_08-05-10_ryanserver/events.out.tfevents.1711541116.ryanserver.8800.0
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size
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size 12245
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