Deepseek

FieldDetails
NameDeepSeek
OverviewDeepSeek is a Chinese artificial intelligence company founded in 2023 by Liang Wenfeng and backed by the hedge fund High-Flyer. Based in Hangzhou, DeepSeek focuses on developing open-source large language models (LLMs) that rival leading AI systems globally. Their latest model, DeepSeek-V3, features 671 billion parameters and utilizes a mixture-of-experts (MoE) architecture, activating 37 billion parameters per task. This design enables it to compete with advanced closed-source models like GPT-4 and Claude 3.5. Notably, DeepSeek-V3 was developed with a relatively low investment of $5.57 million, highlighting the company’s cost-effective approach to AI development.
Key Features & Benefits
  • Open-source accessibility, promoting collaboration within the AI community.
  • Advanced mixture-of-experts (MoE) architecture for efficient task processing.
  • Competitive performance with leading AI models at a fraction of the development cost.
  • Specialized models for coding (DeepSeek Coder) and mathematical problem-solving (DeepSeek Math).
  • Supports a context length of up to 128K tokens, enabling the handling of extensive and detailed inputs.
  • High inference speed, enhancing user experience in real-time applications.
Use Cases and Applications
  • Natural language understanding and generation.
  • Code generation and debugging assistance.
  • Mathematical problem-solving and logical reasoning tasks.
  • Language translation and content creation.
  • Educational tools for learning and development.
  • Enterprise applications requiring advanced AI capabilities.
Who Uses?DeepSeek’s models are utilized by AI developers, technology enthusiasts, enterprises seeking AI integration, educational institutions, and researchers in the field of artificial intelligence.
PricingDeepSeek offers competitive pricing for their API services. For instance, the input price is $0.14 per million tokens, and the output price is $0.28 per million tokens. Additionally, some models, like DeepSeek Coder, are available for free commercial use as fully open-source models.
TagsArtificial Intelligence, Large Language Models, Open Source, Deep Learning, Machine Learning, Natural Language Processing, AI Development, Technology Innovation
Mobile App Available?No