claudios/plbart-large

1---2arxiv: 2103.063333license: mit4language:5- code6---7 8This is an *unofficial* reupload of [uclanlp/plbart-large](https://huggingface.co/uclanlp/plbart-large) 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.9 10Please see the [original repo](https://github.com/wasiahmad/PLBART) for more information.11 12Original model card below:13 14---15 16## PLBART is a Transformer model17 18- PLBART is a sequence-to-sequence model pre-trained on a large collection Java and Python functions and natural19  language descriptions collected from Github and StackOverflow, respectively.20- PLBART is pre-trained via denoising autoencoding (DAE) and uses three noising strategies: token masking, token21  deletion, and token infilling (shown below in the three examples).22 23<div align="center">24 25<table>26    <thead>27        <tr>28            <th>Noisy Input</th>29            <th>Original Sequence</th>30        </tr>31    </thead>32    <tbody>33        <tr>34            <td>Is 0 the <strong>[MASK]</strong> Fibonacci <strong>[MASK]</strong> ? <em>&lt;En&gt;</em></td>35            <td><em>&lt;En&gt;</em> Is 0 the <strong>first</strong> Fibonacci <strong>number</strong> ?</td>36        </tr>37        <tr>38            <td>public static main ( String args [ ] ) { date = Date ( ) ; 39            System . out . ( String . format ( " Current Date : % tc " , ) ) ; } <em>&lt;java&gt;</em></td>40            <td><em>&lt;java&gt;</em> public static <strong>void</strong> main ( String args [ ] ) { <strong>Date</strong> date = new Date ( ) ; 41            System . out . <strong>printf</strong> ( String . format ( " Current Date : % tc " , <strong>date</strong> ) ) ; }</td>42        </tr>43        <tr>44            <td>def addThreeNumbers ( x , y , z ) : NEW_LINE INDENT return <strong>[MASK]</strong> <em>&lt;python&gt;</em></td>45            <td><em>&lt;python&gt;</em> def addThreeNumbers ( x , y , z ) : NEW_LINE INDENT return <strong>x + y + z</strong></td>46        </tr>47    </tbody>48</table>49 50</div>