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vishnun/codenlbert-sm
codenlbert-sm is a text classification model from vishnun. Use it when you need a label for a piece of text. It is set up for transformers.
Code vs Natural language classification using bert-small from prajwall, below are the metrics achieved
Downloads · 30 days
8.2K
5% of all-time downloads
All-time downloads
153K
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Parameters
28.8M
4.1 GB on disk
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Public
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.bin115 MB · 50%
How the weights are stored.
F3228.8M · 100%
From the Hugging Face model README
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 |