Introducing StarCoder: The Revolutionary Large Language Model for Code
StarCoder is a cutting-edge Code LLM developed by Hugging Face, aimed at transforming the way we work with programming languages. This innovative model has been trained on a vast range of permissively licensed data extracted from GitHub, enabling it to comprehend and process more than 80 programming languages, Git commits, GitHub issues, and Jupyter notebooks.
With its 15 billion parameter model, StarCoder has been fine-tuned using 35 billion Python tokens, enabling it to offer unparalleled code completion, modification, and explanation functionalities. In comparison to other open-source and proprietary Code LLMs, such as OpenAI’s CodeX, StarCoder has demonstrated superior performance in benchmark tests.
Advanced Features
StarCoder boasts several advanced features, including an extensive context length, the ability to act as a sophisticated technical assistant, and the promise of safe use via measures like PII redaction and innovative attribution tracing.
One of the most significant advantages of StarCoder is its extensive context length, which allows it to comprehend and analyze larger blocks of code. This feature enhances its ability to complete code and provide explanations that are more contextually relevant and accurate.
StarCoder’s technical assistant capabilities enable it to offer valuable suggestions and insights, making it an invaluable tool for developers looking to streamline and optimize their workflow. Additionally, its PII redaction and attribution tracing measures ensure safe use, making it suitable for a wide range of community projects and company products.
OpenRAIL License
StarCoder is being made accessible under the OpenRAIL license, encouraging widespread integration and adaptation to suit a variety of company products and community projects. With its advanced features and unparalleled performance, StarCoder is poised to revolutionize the way we work with programming languages and code.
