Venkatesh4342
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End of training
Browse files- README.md +10 -11
- model.safetensors +1 -1
README.md
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This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) 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: 0.
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## Model description
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- eval_batch_size: 4
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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:
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 6
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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### Framework versions
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This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5570
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- Accuracy: 0.8571
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- F1: 0.8547
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## Model description
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- eval_batch_size: 4
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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: 6
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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| 1.5142 | 1.0 | 159 | 0.9113 | 0.7302 | 0.6726 |
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| 0.5447 | 2.0 | 318 | 0.5089 | 0.8413 | 0.8322 |
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| 0.1902 | 3.0 | 477 | 0.5112 | 0.8413 | 0.8352 |
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| 0.0815 | 4.0 | 636 | 0.5416 | 0.8413 | 0.8363 |
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| 0.0441 | 5.0 | 795 | 0.5514 | 0.8571 | 0.8547 |
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| 0.0353 | 6.0 | 954 | 0.5570 | 0.8571 | 0.8547 |
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### Framework versions
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 267851024
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