DeepSeek Coder

DeepSeek Coder is a cutting-edge series of code language models designed to revolutionize programming workflows. Trained on a massive dataset of 2 trillion tokens, comprising 87% code and 13% natural language in both English and Chinese, DeepSeek Coder delivers unmatched performance across various programming languages. Its versatility and precision make it an essential tool for developers seeking advanced coding solutions. Available in sizes ranging from 1 billion to 33 billion parameters, DeepSeek Coder caters to diverse user needs, from lightweight tasks to demanding, large-scale projects. The tool’s 16K window size allows for detailed project-level code completion, while its innovative fill-in-the-blank task supports seamless code infilling, making it ideal for handling complex coding scenarios. DeepSeek Coder excels in multi-language support, enabling developers to work across programming languages efficiently and effectively. Whether you’re building a small application or tackling enterprise-level projects, this model sets new standards in code generation, infilling, and project management. With its focus on performance and flexibility, DeepSeek Coder empowers developers to code smarter and faster. By combining cutting-edge AI with practical usability, it redefines what's possible in programming, helping users save time and achieve greater productivity.

Key Features

• Massive Training Data: Trained from scratch on 2 trillion tokens, predominantly code with some linguistic data in English and Chinese.

• Highly Flexible & Scalable: Available in model sizes from 1 billion to 33 billion parameters, catering to diverse user requirements.

• Superior Model Performance: Achieves state-of-the-art performance on numerous coding benchmarks like HumanEval, MultiPL-E, and MBPP.

• Advanced Code Completion Capabilities: Supports project-level code completion and infilling with a 16K window size.

• Multilingual Support: Designed to handle code in multiple programming languages, including but not limited to Ada, C, Python, and JavaScript.

FAQ

What is DeepSeek Coder?

DeepSeek Coder is a series of advanced code language models trained to support project-level code completion and infilling.

What sizes of models does DeepSeek Coder offer?

DeepSeek Coder offers models ranging from 1 billion to 33 billion parameters.

What kind of training data is used for DeepSeek Coder?

The models were trained on 2 trillion tokens, with 87% code and 13% natural language data in both English and Chinese.

On which benchmarks does DeepSeek Coder perform well?

DeepSeek Coder excels on benchmarks like HumanEval, MultiPL-E, MBPP, DS-1000, and APPS.

Does DeepSeek Coder support multiple programming languages?

Yes, DeepSeek Coder supports multiple programming languages, including Ada, C, Python, and JavaScript, among others.