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---
license: wtfpl
datasets:
- cakiki/rosetta-code
language:
- en
metrics:
- accuracy
library_name: transformers
pipeline_tag: text-classification
tags:
- code
- programming-language
- code-classification
base_model: huggingface/CodeBERTa-small-v1
---
This Model is a fine-tuned version of *huggingface/CodeBERTa-small-v1* on *cakiki/rosetta-code* Dataset for 25 Programming Languages as mentioned below.
## Training Details:
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.
### Programming Languages this model is able to detect vs Examples used for training
<ol>
<li>'ARM Assembly'</li>
<li>'AppleScript'</li>
<li>'C'</li>
<li>'C#'</li>
<li>'C++'</li>
<li>'COBOL'</li>
<li>'Erlang'</li>
<li>'Fortran'</li>
<li>'Go'</li>
<li>'Java'</li>
<li>'JavaScript'</li>
<li>'Kotlin'</li>
<li>'Lua</li>
<li>'Mathematica/Wolfram Language'</li>
<li>'PHP'</li>
<li>'Pascal'</li>
<li>'Perl'</li>
<li>'PowerShell'</li>
<li>'Python'</li>
<li>'R</li>
<li>'Ruby'</li>
<li>'Rust'</li>
<li>'Scala'</li>
<li>'Swift'</li>
<li>'Visual Basic .NET'</li>
<li>'jq'</li>
</ol>
<br>
## Below is the Training Result for 25 epochs.
Training Computer Configuration: GPU:1xNvidia Tesla T4, VRam: 16GB, Ram:112GB,Cores:6 Cores
Training Time taken: exactly 7 hours for 25 epochs
Training Hyper-parameters:
 |