StarCoder

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StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+ programming languages, Git commits, GitHub issues, and Jupyter notebooks.0
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What is StarCoder?

StarCoder is a state-of-the-art Large Language Model (LLM) specifically designed for code, trained on a diverse dataset from GitHub. This model, developed by BigCode, a collaboration between Hugging Face and ServiceNow, excels in various programming tasks and benchmarks, outperforming existing open-source Code LLMs and even surpassing some proprietary models. With its ability to process over 8,000 tokens, StarCoder can handle complex coding scenarios, making it an invaluable tool for developers worldwide.

Key Features:

  1. 🌐 Multilingual Capabilities: StarCoder understands and generates code in over 80 programming languages, making it a versatile tool for developers across different language ecosystems.

  2. 🚀 High Performance: On benchmarks like HumanEval and MBPP, StarCoder consistently outperforms other large models, including PaLM, LaMDA, and LLaMA, despite having fewer parameters.

  3. 🧠 Tech Assistant: Beyond code generation, StarCoder can act as a technical assistant, providing insights and solutions based on its extensive training on GitHub issues and documentation.

  4. 🛡️ Safety and Privacy: BigCode has implemented an improved PII redaction pipeline and a novel attribution tracing tool, ensuring the model’s output is safe and respects privacy.

  5. 🌍 Open Access: StarCoder is released under an improved OpenRAIL license, making it easier for companies and individuals to integrate it into their products and workflows.

Use Cases:

  1. Automated Code Completion: StarCoder can suggest code completions, speeding up the development process and reducing the likelihood of errors.

  2. Code Refactoring: Developers can instruct StarCoder to make modifications to existing code, improving its efficiency and readability.

  3. Code Explanation: For those learning to code or unfamiliar with certain codebases, StarCoder can explain code snippets in natural language, aiding in understanding and debugging.

StarCoder gallery image

More information on StarCoder

Launched
2023
Pricing Model
Free
Starting Price
Global Rank
Follow
Month Visit
<5k
Tech used
Amazon AWS CloudFront,cdnjs,Google Fonts,KaTeX,RSS,Stripe
StarCoder was manually vetted by our editorial team and was first featured on 2023-08-06.
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