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StarCoder official logo - An open-source language model for code generation...

StarCoder

An open-source language model for code generation

Screenshot of StarCoder - An open-source language model for code generation...

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Free

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Rating: N/A (0 reviews)

Date Added: April 29, 2024

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What is StarCoder?

StarCoder is an open-source language model developed by Hugging Face in partnership with ServiceNow. It is designed to generate code and is trained on over 600 programming languages from The Stack v2. The model incorporates natural language text from various sources such as Wikipedia, Arxiv, and GitHub issues. StarCoder utilizes Grouped Query Attention, a context window of 16,384 tokens, and sliding window attention of 4,096 tokens. With its strong performance and broad language coverage, StarCoder serves as a solid foundation for code generation in software development and automated programming.

Key Features and Benefits

  • Open-source language model.
  • Trained on 600+ programming languages.
  • Incorporates natural language text.
  • Utilizes Grouped Query Attention.

Use Cases

  • Code generation.
  • Software development.
  • Automated programming.
  • Natural language processing.
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