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--- |
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license: apache-2.0 |
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datasets: |
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- asset |
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- wi_locness |
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- GEM/wiki_auto_asset_turk |
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- discofuse |
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- zaemyung/IteraTeR_plus |
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language: |
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- en |
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metrics: |
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- sari |
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- bleu |
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- accuracy |
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--- |
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# Model Card for CoEdIT-XL |
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This model was obtained by fine-tuning google/flan-t5-xl on the CoEdIT dataset. |
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Paper: CoEdIT: ext Editing by Task-Specific Instruction Tuning |
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Authors: Vipul Raheja, Dhruv Kumar, Ryan Koo, Dongyeop Kang |
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## Model Details |
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### Model Description |
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- **Language(s) (NLP)**: English |
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- **Finetuned from model:** google/flan-t5-xl |
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### Model Sources [optional] |
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- **Repository:** https://github.com/vipulraheja/coedit |
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- **Paper [optional]:** [More Information Needed] |
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## How to use |
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We make available the models presented in our paper. |
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<table> |
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<tr> |
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<th>Model</th> |
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<th>Number of parameters</th> |
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</tr> |
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<tr> |
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<td>CoEdIT-large</td> |
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<td>770M</td> |
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</tr> |
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<tr> |
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<td>CoEdIT-xl</td> |
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<td>3B</td> |
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</tr> |
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<tr> |
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<td>CoEdIT-xxl</td> |
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<td>11B</td> |
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</tr> |
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</table> |
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## Uses |
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. --> |
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### Direct Use |
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<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. --> |
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[More Information Needed] |
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### Downstream Use [optional] |
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app --> |
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[More Information Needed] |
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### Out-of-Scope Use |
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<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. --> |
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[More Information Needed] |
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## Bias, Risks, and Limitations |
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<!-- This section is meant to convey both technical and sociotechnical limitations. --> |
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[More Information Needed] |
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### Recommendations |
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> |
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations. |
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## How to Get Started with the Model |
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Use the code below to get started with the model. |
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#### Software |
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https://github.com/vipulraheja/coedit |
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## Citation |
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**BibTeX:** |
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[More Information Needed] |
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**APA:** |
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[More Information Needed] |
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