InCoder

Refresh "Extend" will insert text at the end. "Infill" will replace all masks. (click add mask to add infill mask at the cursors or selections )

Infill Examples: Class generation Type prediction Function to docstring Docstring to function
Extend Examples: JavaScript JavaScript Jupyter StackOverflow Metadata Conditioning Metadata Prediction

More Info

This is a demo interface for InCoder: A Generative Model for Code In-Filling and Synthesis.

See our project site for more information on these models, including a paper and examples.

For instructions on setting up and using the models yourself, see our readme.

Credits

Model development: Daniel Fried*, Armen Aghajanyan*, Jessy Lin, Sida Wang, Eric Wallace, Freda Shi, Ruiqi Zhong, Wen-tau Yih, Luke Zettlemoyer, and Mike Lewis

Thanks to Naman Goyal and Stephen Roller for writing the code this was based on. Extensions by Daniel Fried and Sida Wang.