Create README.md
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README.md
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---
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datasets:
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- vishnun/CodevsNL
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language:
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- en
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metrics:
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- accuracy
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library_name: transformers
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tags:
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- nlp
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- code
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- classification
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---
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##
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Code vs Natural language classification using bert-small from prajwall, below are the metrics achieved
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## Training Metrics
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| Epoch | Training Loss | Validation Loss | Accuracy | |
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|------:|--------------:|----------------:|---------:|---|
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| 1 | 0.022500 | 0.012705 | 0.997203 | |
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| 2 | 0.008700 | 0.013107 | 0.996880 | |
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| 3 | 0.002700 | 0.014081 | 0.997633 | |
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| 4 | 0.001800 | 0.010666 | 0.997526 | |
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| 5 | 0.000900 | 0.010800 | 0.998063 | |
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