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PolyCoder

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description PolyCoder Overview

PolyCoder is a large language model developed by Salesforce Research, trained on a massive dataset of code and designed to generate code in over 20 programming languages with improved multilingual capabilities.

help PolyCoder FAQ

Who developed PolyCoder, and how large are its published model versions?

PolyCoder was developed by researchers at Carnegie Mellon University, rather than being the Salesforce CodeGen model. Published versions include 160M, 400M, and 2.7B parameter models.

Which programming languages can PolyCoder generate code for?

PolyCoder was trained across 12 programming languages, including C, C++, Java, JavaScript, and Python. Its multilingual training was intended to make code generation less focused on only Python-style tasks.

Why is PolyCoder often discussed in connection with C programming?

In the research evaluation, PolyCoder performed particularly well on C code-generation tasks. That result made it notable among open code models, especially when compared with models such as GPT-Neo and CodeParrot.

Is PolyCoder a coding assistant that runs inside an editor?

PolyCoder is a research language model, not a complete editor plugin like Continue or GitHub Copilot. To use it inside an editor, a developer would need a separate integration that supplies prompts and displays the generated code.

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