README.md

---
arxiv: 2103.06333
license: mit
language:
- code
---

This is an *unofficial* reupload of [uclanlp/plbart-python-en_XX](https://huggingface.co/uclanlp/plbart-python-en_XX) in the `SafeTensors` format using `transformers` `4.40.1`. The goal of this reupload is to prevent older models that are still relevant baselines from becoming stale as a result of changes in HuggingFace. Additionally, I may include minor corrections, such as model max length configuration.

Please see the [original repo](https://github.com/wasiahmad/PLBART) for more information.

Original model card below:

---

## PLBART is a Transformer model

- PLBART is a sequence-to-sequence model pre-trained on a large collection Java and Python functions and natural
  language descriptions collected from Github and StackOverflow, respectively.
- PLBART is pre-trained via denoising autoencoding (DAE) and uses three noising strategies: token masking, token
  deletion, and token infilling (shown below in the three examples).

<div align="center">

<table>
    <thead>
        <tr>
            <th>Noisy Input</th>
            <th>Original Sequence</th>
        </tr>
    </thead>
    <tbody>
        <tr>
            <td>Is 0 the <strong>[MASK]</strong> Fibonacci <strong>[MASK]</strong> ? <em>&lt;En&gt;</em></td>
            <td><em>&lt;En&gt;</em> Is 0 the <strong>first</strong> Fibonacci <strong>number</strong> ?</td>
        </tr>
        <tr>
            <td>public static main ( String args [ ] ) { date = Date ( ) ; 
            System . out . ( String . format ( " Current Date : % tc " , ) ) ; } <em>&lt;java&gt;</em></td>
            <td><em>&lt;java&gt;</em> public static <strong>void</strong> main ( String args [ ] ) { <strong>Date</strong> date = new Date ( ) ; 
            System . out . <strong>printf</strong> ( String . format ( " Current Date : % tc " , <strong>date</strong> ) ) ; }</td>
        </tr>
        <tr>
            <td>def addThreeNumbers ( x , y , z ) : NEW_LINE INDENT return <strong>[MASK]</strong> <em>&lt;python&gt;</em></td>
            <td><em>&lt;python&gt;</em> def addThreeNumbers ( x , y , z ) : NEW_LINE INDENT return <strong>x + y + z</strong></td>
        </tr>
    </tbody>
</table>

</div>