DeepSeek v3

DeepSeek v3 – Advanced AI Language Model is a cutting-edge large language model featuring a Mixture-of-Experts (MoE) architecture with 671B total parameters and 37B activated per token. Built to deliver state-of-the-art performance across reasoning, coding, multilingual tasks, and more, while maintaining efficient inference. The model is trained on 14.8 trillion high-quality tokens and supports a 128K context window for long-form inputs.

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Key Capabilities

• Advanced MoE Architecture: 671B total parameters with 37B active per token for optimized performance.
• Extensive Training: Pre-trained on 14.8 trillion high-quality tokens; robust across diverse domains.
• Superior Performance: Strong results in mathematics, coding, reasoning, and multilingual tasks.
• Efficient Inference: Innovation in architecture enables efficient deployment despite large size.
• Long Context Window: 128K context window for processing long sequences.
• Multi-Token Prediction: Enhanced inference acceleration and performance.

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How to Use DeepSeek v3

1. Choose Your Task: Text generation, code completion, mathematical reasoning, etc. DeepSeek v3 excels across many domains.
2. Input Your Query: Provide a prompt or question.
3. Get AI-Powered Results: Receive high-quality, context-aware responses leveraging the model's 671B parameter capacity.

Industry Applications

• Complex reasoning and problem solving
• Multilingual text generation and translation
• Software development and code generation
• Research and data analysis

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Technical Highlights

• 671B total parameters with 37B activated per token (MoE architecture)
• 128K context window for long-form inputs
• Trained on 14.8 trillion tokens
• Multi-Token Prediction for faster inference
• Efficient cross-node MoE training with FP8 mixed precision
• Deployment options via online demos and API, with local weights available
• Support for multiple deployment frameworks and hardware (NVIDIA/AMD GPUs, Huawei Ascend NPUs)
• Commercial-use ready under model licensing terms

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What Experts Say

• Recognized for advancing AI language modeling through scalable MoE design, long-context capabilities, and strong performance across tasks like mathematics and coding.

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Availability & Access

• Online demo platform and API services for quick experimentation.
• Weights available for local deployment under appropriate licensing.

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Notes

• DeepSeek v3 emphasizes efficiency and performance parity with leading closed-source models while remaining accessible through multiple deployment paths.