StarCoder-1|3|7B

Overview

StarCoder-1|3|7B is a collection of open-source code generation models released by the BigCode community. The models are trained on permissively licensed code from GitHub and support over 80 programming languages, enabling code completion, infilling, and instruction following.

Best for

Best for
Developers who want a free, open-source code completion model they can run locally or customize

Use cases

• Autocompleting code in an IDE or editor
• Generating boilerplate or repetitive code snippets
• Filling in missing code blocks or function bodies

Notes

StarCoder-1|3|7B is a collection of open-source code generation models released by the BigCode community. The models are trained on permissively licensed code from GitHub and support over 80 programming languages, enabling code completion, infilling, and instruction following.

Use cases

• Autocompleting code in an IDE or editor
• Generating boilerplate or repetitive code snippets
• Filling in missing code blocks or function bodies

Pros

• Open-source and freely available for use and modification
• Trained on a large, diverse corpus of permissive-license code
• Supports many programming languages out of the box

Cons

• Smaller model sizes may limit complex reasoning compared to larger models
• Requires local setup or API integration for production use
• Community-maintained, so support and updates are not guaranteed

Indexed from awesome-llm and enriched against its public facts.