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codenlbert-tiny – AI Model by vishnun | AlphaNeural AI
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vishnun
/
codenlbert-tiny
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transformers
pytorch
bert
text-classification
code
nli
en
vishnun/CodevsNL
mit
autotrain_compatible
endpoints_compatible
us
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PreFace
Code vs Natural language classification using bert-small from prajwall, below are the metrics achieved
Training Metrics
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
More
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
