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Model save
Browse files- README.md +23 -31
- pytorch_model.bin +1 -1
README.md
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This model is a fine-tuned version of [ai-forever/ruBert-base](https://huggingface.co/ai-forever/ruBert-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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- Accuracy: 0.
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- Recall: 0.
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- Precision: 0.
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- F1: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Recall | Precision | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
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| No log | 1.0 |
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| No log | 2.0 |
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| 0.0035 | 19.0 | 1900 | 1.7410 | 0.7719 | 0.7561 | 0.7619 | 0.7576 |
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| 0.0028 | 20.0 | 2000 | 1.7693 | 0.7690 | 0.7617 | 0.7579 | 0.7569 |
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| 0.0028 | 21.0 | 2100 | 1.7823 | 0.7690 | 0.7520 | 0.7623 | 0.7542 |
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| 0.0028 | 22.0 | 2200 | 1.7821 | 0.7719 | 0.7524 | 0.7652 | 0.7560 |
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| 0.0028 | 23.0 | 2300 | 1.7932 | 0.7690 | 0.7510 | 0.7634 | 0.7546 |
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| 0.0028 | 24.0 | 2400 | 1.8111 | 0.7690 | 0.7510 | 0.7703 | 0.7584 |
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| 0.0017 | 25.0 | 2500 | 1.8289 | 0.7690 | 0.7494 | 0.7707 | 0.7580 |
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| 0.0017 | 26.0 | 2600 | 1.8438 | 0.7661 | 0.7479 | 0.7613 | 0.7523 |
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### Framework versions
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This model is a fine-tuned version of [ai-forever/ruBert-base](https://huggingface.co/ai-forever/ruBert-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.1162
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- Accuracy: 0.7193
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- Recall: 0.7342
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- Precision: 0.7262
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- F1: 0.7271
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Recall | Precision | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
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| No log | 1.0 | 200 | 0.7908 | 0.7251 | 0.6546 | 0.6651 | 0.6511 |
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| No log | 2.0 | 400 | 0.9332 | 0.6988 | 0.6728 | 0.7010 | 0.6670 |
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| 0.6701 | 3.0 | 600 | 1.0779 | 0.7427 | 0.7348 | 0.7912 | 0.7473 |
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| 0.6701 | 4.0 | 800 | 1.2092 | 0.7427 | 0.6989 | 0.7237 | 0.7037 |
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| 0.1446 | 5.0 | 1000 | 1.5001 | 0.7281 | 0.7049 | 0.7784 | 0.7231 |
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| 0.1446 | 6.0 | 1200 | 1.5468 | 0.7368 | 0.7078 | 0.7808 | 0.7256 |
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| 0.1446 | 7.0 | 1400 | 1.7923 | 0.7193 | 0.7284 | 0.7360 | 0.7230 |
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| 0.0354 | 8.0 | 1600 | 1.7583 | 0.7339 | 0.7357 | 0.7462 | 0.7357 |
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| 0.0354 | 9.0 | 1800 | 1.7942 | 0.7485 | 0.7203 | 0.7576 | 0.7308 |
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| 0.0259 | 10.0 | 2000 | 1.9056 | 0.7310 | 0.7059 | 0.7337 | 0.7143 |
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| 0.0259 | 11.0 | 2200 | 2.0351 | 0.7018 | 0.7047 | 0.6977 | 0.6952 |
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| 0.0259 | 12.0 | 2400 | 1.6337 | 0.7602 | 0.7246 | 0.7861 | 0.7338 |
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| 0.0262 | 13.0 | 2600 | 1.9012 | 0.7251 | 0.7056 | 0.7611 | 0.7148 |
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| 0.0262 | 14.0 | 2800 | 2.0006 | 0.7339 | 0.7022 | 0.7625 | 0.7166 |
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| 0.0302 | 15.0 | 3000 | 2.2857 | 0.6842 | 0.7072 | 0.6874 | 0.6766 |
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| 0.0302 | 16.0 | 3200 | 2.0855 | 0.7310 | 0.7168 | 0.7557 | 0.7232 |
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| 0.0302 | 17.0 | 3400 | 2.1281 | 0.7398 | 0.6868 | 0.7629 | 0.7132 |
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| 0.0321 | 18.0 | 3600 | 2.1162 | 0.7193 | 0.7342 | 0.7262 | 0.7271 |
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### Framework versions
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 713328878
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version https://git-lfs.github.com/spec/v1
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oid sha256:3aa034ec4c9a7b6fd647fe7efcb9a27480c75619de55d2916d157fccc2dd9e72
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size 713328878
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