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vishnun/codenlbert-tiny

sourceHugging Facemitupdated 3y agoView on Hugging Face

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Code vs Natural language classification using bert-small from prajwall, below are the metrics achieved

Epoch	Training Loss	Validation Loss	Accuracy
1	0.022500	0.012705	0.997203
2	0.008700	0.013107	0.996880
3	0.002700	0.014081	0.997633
4	0.001800	0.010666	0.997526
5	0.000900	0.010800	0.998063

—Github repo for installable python package: https://github.com/Vishnunkumar
—Space on the extraction of code blocks from screenshots: https://huggingface.co/spaces/vishnun/SnapCode