Introduction

Code Intelligence

DeepSeek-Coder-V2 is a Mixture-of-Experts (MoE) code language model that excels in coding and mathematical reasoning while maintaining robust performance in general language tasks. This cutting-edge technology is designed to assist developers in their coding endeavors, providing unparalleled code intelligence and capabilities.

Features

Performance and Benchmarks

DeepSeek-Coder-V2 surpasses notable models such as GPT-4 Turbo, Claude 3 Opus, and Gemini 1.5 Pro in both coding and math benchmarks, demonstrating superiority in various code-related tasks and general reasoning abilities. This exceptional performance makes DeepSeek-Coder-V2 an ideal choice for developers seeking to streamline their coding processes and improve overall productivity.

Language Support

DeepSeek-Coder-V2 supports an impressive 338 programming languages, making it a versatile tool for developers working across different coding environments. Whether you're working on a complex project or experimenting with new languages, DeepSeek-Coder-V2 has got you covered.

Context Length

DeepSeek-Coder-V2 has an extended context length of 128K, allowing for more comprehensive and nuanced understanding and generation of code, accommodating larger and more complex coding projects. This feature enables developers to work on extensive projects with ease, leveraging the model's ability to comprehend and analyze vast amounts of code.

Model Availability

DeepSeek-Coder-V2 is available in several versions, including DeepSeek-Coder-V2-Lite-Base, DeepSeek-Coder-V2-Lite-Instruct, DeepSeek-Coder-V2-Base, and DeepSeek-Coder-V2-Instruct, with varying total and active parameters and context length. This flexibility allows developers to choose the version that best suits their specific needs and project requirements.

Usage

DeepSeek-Coder-V2 can be used through its official chat website, OpenAI-compatible API, or locally with Hugging Face's Transformers library for code completion, code insertion, and chat completion. This versatility ensures that developers can integrate DeepSeek-Coder-V2 into their workflow seamlessly, regardless of their preferred development environment.