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DeepSeek-Coder-V2 - AI Language Models Tool

Overview

DeepSeek-Coder-V2 is an open-source Mixture-of-Experts code language model designed to enhance code generation and reasoning for programming tasks. It supports a broad set of programming languages and is released on Hugging Face. The model provides an extended 128K token context window for very long inputs, making it suitable for large codebases and long-form code reasoning. The project positions itself as competitive with closed-source models like GPT4-Turbo.

Key Features

  • Mixture-of-Experts architecture for scalable model capacity
  • Extended 128K token context window for very long inputs
  • Supports a wide array of programming languages
  • Enhanced code generation and reasoning capabilities
  • Open-source release available on Hugging Face

Ideal Use Cases

  • Generating code across multiple programming languages
  • Reasoning about complex algorithms and program logic
  • Working with very large codebases or long context windows
  • Research and development of code-focused language models
  • Assisting multi-file code understanding and refactoring

Getting Started

  • Visit the model page at https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Base
  • Read the model card and usage instructions on the Hugging Face page
  • Download or pull model weights following the repository instructions
  • Integrate the model into your inference pipeline or SDK
  • Test generation on representative code samples and validate outputs

Pricing

Not disclosed. Check the Hugging Face model page for access, licensing, and deployment options.

Key Information

  • Category: Language Models
  • Type: AI Language Models Tool
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