Maninder Singh
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README.md
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@@ -19,58 +19,40 @@ This Model is a fine-tuned version of *huggingface/CodeBERTa-small-v1* on *cakik
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Model is trained for 25 epochs on Azure for nearly 26000 Datapoints for above Mentioned 25 Programming Languages<br> extracted from Dataset having 1006 of total Programming Language.
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### Programming Languages this model is able to detect vs Examples used for training
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<li>'ARM Assembly'
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<li>'AppleScript'
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<li>'C'
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<li>'Pascal': 18,</li>
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<li>'Perl': 23,</li>
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<li>'PowerShell': 20,</li>
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<li>'Python': 21,</li>
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<li>'R': 4</li>
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<li>'Ruby': 12,</li>
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<li>'Rust': 11,</li>
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<li>'Scala': 0,</li>
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<li>'Swift': 13,</li>
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</ol>
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<br>
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Below is the Training Result for 25 epochs.
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Model is trained for 25 epochs on Azure for nearly 26000 Datapoints for above Mentioned 25 Programming Languages<br> extracted from Dataset having 1006 of total Programming Language.
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### Programming Languages this model is able to detect vs Examples used for training
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<ol>
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<li>'ARM Assembly'</li>
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<li>'AppleScript'</li>
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<li>'C'</li>
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<li>'C#'</li>
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<li>'C++'</li>
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<li>'COBOL'</li>
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<li>'Erlang'</li>
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<li>'Fortran'</li>
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<li>'Go'</li>
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<li>'Java'</li>
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<li>'JavaScript'</li>
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<li>'Kotlin'</li>
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<li>'Lua</li>
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<li>'Mathematica/Wolfram Language'</li>
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<li>'PHP'</li>
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<li>'Pascal'</li>
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<li>'Perl'</li>
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<li>'PowerShell'</li>
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<li>'Python'</li>
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<li>'R</li>
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<li>'Ruby'</li>
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<li>'Rust'</li>
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<li>'Scala'</li>
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<li>'Swift'</li>
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<li>'Visual Basic .NET'</li>
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<li>'jq'</li>
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</ol>
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<br>
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## Below is the Training Result for 25 epochs.
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Training Computer Configuration: GPU:1xNvidia Tesla T4, VRam: 16GB, Ram:112GB,Cores:6 Cores
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Training Time taken: exactly 7 hours for 25 epochs
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Training Hyper-parameters:
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