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End of training
Browse files- README.md +24 -5
- tf_model.h5 +1 -1
README.md
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This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.
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- Train Sparse Categorical Accuracy: 0
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- Validation Loss: 0.
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- Validation Sparse Categorical Accuracy: 0.
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- Epoch:
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## Model description
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| Train Loss | Train Sparse Categorical Accuracy | Validation Loss | Validation Sparse Categorical Accuracy | Epoch |
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|:----------:|:---------------------------------:|:---------------:|:--------------------------------------:|:-----:|
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| 0.8291 | 0.375 | 0.7483 | 0.3673 | 0 |
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### Framework versions
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This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.1342
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- Train Sparse Categorical Accuracy: 1.0
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- Validation Loss: 0.1514
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- Validation Sparse Categorical Accuracy: 0.9796
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- Epoch: 19
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## Model description
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| Train Loss | Train Sparse Categorical Accuracy | Validation Loss | Validation Sparse Categorical Accuracy | Epoch |
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|:----------:|:---------------------------------:|:---------------:|:--------------------------------------:|:-----:|
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| 0.8291 | 0.375 | 0.7483 | 0.3673 | 0 |
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| 0.7470 | 0.375 | 0.6302 | 0.8163 | 1 |
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| 0.6504 | 0.625 | 0.6079 | 0.9184 | 2 |
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| 0.6128 | 0.7812 | 0.5882 | 0.8980 | 3 |
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| 0.5939 | 0.8125 | 0.5639 | 0.9184 | 4 |
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| 0.5300 | 0.9688 | 0.5378 | 0.9184 | 5 |
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| 0.5306 | 0.9688 | 0.5098 | 0.9388 | 6 |
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| 0.4963 | 1.0 | 0.4806 | 0.9388 | 7 |
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| 0.4683 | 0.9688 | 0.4434 | 0.9592 | 8 |
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| 0.3959 | 1.0 | 0.4070 | 0.9796 | 9 |
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| 0.3807 | 1.0 | 0.3762 | 0.9796 | 10 |
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| 0.3509 | 1.0 | 0.3439 | 0.9796 | 11 |
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| 0.3013 | 1.0 | 0.3064 | 0.9796 | 12 |
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| 0.2848 | 1.0 | 0.2931 | 0.9796 | 13 |
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| 0.2587 | 1.0 | 0.2681 | 0.9796 | 14 |
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| 0.2510 | 1.0 | 0.2295 | 0.9796 | 15 |
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| 0.1867 | 1.0 | 0.2000 | 0.9796 | 16 |
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| 0.1652 | 1.0 | 0.1793 | 0.9796 | 17 |
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| 0.1297 | 1.0 | 0.1637 | 0.9796 | 18 |
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| 0.1342 | 1.0 | 0.1514 | 0.9796 | 19 |
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### Framework versions
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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size 438223192
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version https://git-lfs.github.com/spec/v1
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size 438223192
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