---
license: apache-2.0
datasets:
- asset
- wi_locness
- GEM/wiki_auto_asset_turk
- discofuse
- zaemyung/IteraTeR_plus
language:
- en
metrics:
- sari
- bleu
- accuracy
---
# Model Card for CoEdIT-XL

This model was obtained by fine-tuning google/flan-t5-xl on the CoEdIT dataset.

Paper: CoEdIT: ext Editing by Task-Specific Instruction Tuning
Authors: Vipul Raheja, Dhruv Kumar, Ryan Koo, Dongyeop Kang

## Model Details

### Model Description

- **Language(s) (NLP)**: English
- **Finetuned from model:** google/flan-t5-xl

### Model Sources [optional]

- **Repository:** https://github.com/vipulraheja/coedit
- **Paper [optional]:** [More Information Needed]

## How to use
We make available the models presented in our paper. 

<table>
  <tr>
    <th>Model</th>
    <th>Number of parameters</th>
  </tr>
  <tr>
    <td>CoEdIT-large</td>
    <td>770M</td>
  </tr>
  <tr>
    <td>CoEdIT-xl</td>
    <td>3B</td>
  </tr>
  <tr>
    <td>CoEdIT-xxl</td>
    <td>11B</td>
  </tr>  
</table>


## Uses

<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->

### Direct Use

<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->

[More Information Needed]

### Downstream Use [optional]

<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->

[More Information Needed]

### Out-of-Scope Use

<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->

[More Information Needed]

## Bias, Risks, and Limitations

<!-- This section is meant to convey both technical and sociotechnical limitations. -->

[More Information Needed]

### Recommendations

<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->

Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.

## How to Get Started with the Model

Use the code below to get started with the model.



#### Software
https://github.com/vipulraheja/coedit

## Citation

**BibTeX:**

[More Information Needed]

**APA:**

[More Information Needed]