How DeepSeek Works

DeepSeek is a next-generation open-source AI chatbot designed to deliver high-level natural language understanding and generation — instantly, privately, and for free. Here’s a clear look at how our technology works behind the scenes.


1. Powered by Open-Source Innovation

At the heart of DeepSeek is DeepSeek-V3, a cutting-edge large language model (LLM) trained on trillions of high-quality tokens. Unlike closed models, DeepSeek is released under the MIT License, making it transparent, flexible, and adaptable for developers and researchers worldwide.


2. Mixture-of-Experts (MoE) Architecture

DeepSeek-V3 uses a Mixture-of-Experts (MoE) architecture with 671 billion total parameters and 37 billion active per token. This innovative structure allows the model to dynamically activate only the relevant “experts” during each response, balancing powerful performance with efficient inference.

🔹 Why it matters: You get GPT-4-level capabilities at reduced computational cost.


3. Fine-Tuned for Instruction and Context

Our model is instruction-tuned — optimized to follow natural instructions and carry on multi-turn conversations. It can:

  • Answer questions with contextual understanding
  • Solve problems in math, science, and code
  • Translate, summarize, and explain
  • Adapt tone and style depending on input

✅ All without requiring a login or subscription.


4. Privacy-First Experience

When you chat with DeepSeek, no data is stored or tracked. We designed the platform to be fully login-free, ensuring users can explore AI securely, without compromising their privacy.


5. Instant Access, Zero Barriers

You don’t need accounts, apps, or installations. Just visit deep-seek.chat and start chatting. Whether you’re a student, developer, researcher, or just curious — DeepSeek is built for you.


6. Real-Time Inference on the Edge

DeepSeek leverages modern GPU infrastructure to serve real-time responses with minimal latency. This makes the experience smooth even with complex queries and long context windows.


Summary

FeatureDescription
Model TypeOpen-Source LLM (DeepSeek-V3)
ArchitectureMoE with 671B parameters
LicensingMIT License
AccessFree, instant, no login
PrivacyNo tracking, no data storage
Use CasesQ&A, programming, writing, education, translation, etc.

Built for Everyone, Open to All

DeepSeek is part of a growing open-source movement pushing the boundaries of responsible and accessible AI. We believe the future of AI belongs to everyone — not just corporations.

Start your journey now at deep-seek.chat