imdb_classification_on_roberta
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README.md
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This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Accuracy: 0.
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- F1 Macro: 0.
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## Model description
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- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.06
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step
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| 0.
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| 0.0637 | 4.0 | 5000 | 0.3002 | 0.9442 | 0.9442 |
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| 0.0704 | 5.0 | 6250 | 0.2952 | 0.9458 | 0.9458 |
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| 0.0353 | 6.0 | 7500 | 0.3503 | 0.9504 | 0.9504 |
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| 0.0105 | 7.0 | 8750 | 0.4805 | 0.943 | 0.9430 |
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| 0.0011 | 8.0 | 10000 | 0.4801 | 0.9492 | 0.9492 |
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| 0.011 | 9.0 | 11250 | 0.5184 | 0.9488 | 0.9488 |
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| 0.0013 | 10.0 | 12500 | 0.5328 | 0.9486 | 0.9486 |
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### Framework versions
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This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2211
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- Accuracy: 0.9531
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- F1 Macro: 0.9531
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## Model description
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- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.06
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- num_epochs: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Macro |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|
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| 0.224 | 1.0 | 1250 | 0.2058 | 0.9396 | 0.9396 |
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| 0.1363 | 2.0 | 2500 | 0.1882 | 0.9494 | 0.9494 |
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| 0.093 | 3.0 | 3750 | 0.2286 | 0.9506 | 0.9506 |
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### Framework versions
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runs/Apr12_18-35-30_01a64bbb6e88/events.out.tfevents.1712949195.01a64bbb6e88.265.4
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version https://git-lfs.github.com/spec/v1
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oid sha256:3184ce37066332e4a29762989b16011e84127abc4ff6b17c807df5076c59fc64
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size 463
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