shreyastulsi/sentiment-classifier
Browse files
README.md
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This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown 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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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 63 | 0.
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| No log | 2.0 | 126 | 0.
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### Framework versions
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This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1535
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- Accuracy: 0.846
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 63 | 0.4610 | 0.818 |
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| No log | 2.0 | 126 | 0.6583 | 0.828 |
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| No log | 3.0 | 189 | 0.6051 | 0.848 |
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| No log | 4.0 | 252 | 0.9601 | 0.83 |
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| No log | 5.0 | 315 | 0.8297 | 0.858 |
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| No log | 6.0 | 378 | 0.9417 | 0.866 |
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| No log | 7.0 | 441 | 0.9992 | 0.86 |
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| 0.1794 | 8.0 | 504 | 1.1292 | 0.846 |
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| 0.1794 | 9.0 | 567 | 1.1538 | 0.842 |
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| 0.1794 | 10.0 | 630 | 1.1535 | 0.846 |
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### Framework versions
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model.safetensors
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runs/Aug22_06-19-16_0d3851169a50/events.out.tfevents.1724307558.0d3851169a50.1567.1
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training_args.bin
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