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DeepSeek V3 Example Reports

DeepSeek V3 is a state-of-the-art Mixture-of-Experts model with 671B total parameters (37B activated).

Model Details

  • Parameters: 671B total, 37B activated per token
  • Context: 128K tokens
  • Architecture: Multi-head Latent Attention (MLA) + MoE
  • Best For: Complex reasoning, technical analysis, business strategy

Available Reports

  • Generative AI Skills Curriculum

    Style: Strategic business education
    Length: Comprehensive 16-week program

    Bridging the AI skills gap with a structured curriculum for business analytics professionals.

    Read Report

  • Neurometrics to Optimal Pricing

    Style: Technical economic analysis
    Length: In-depth research paper

    Quantifying the shift from price-elastic to behavior-elastic demand using neuroscience insights.

    Read Report

Model Performance

Best Use Cases

  • Complex business strategy analysis
  • Technical research papers
  • Educational curriculum development
  • Economic modeling and forecasting
  • Multi-domain synthesis

Key Innovations

The model introduces several groundbreaking features:

  • FP8 mixed precision validated at extreme scale
  • 14.8 trillion token training corpus
  • 2.788M H800 GPU hours total training time

Deployment Options

# Via API (DeepSeek Platform)
# Pricing: $0.07-$0.56/M input tokens
#          $1.68/M output tokens

# Local deployment requires significant resources
# Recommended: Use via API for most applications

Hardware Requirements

Resource Intensive

  • API Recommended: Most cost-effective option
  • Local Minimum: 8x A100 80GB for FP8 inference
  • Local Optimal: Multi-node cluster for full performance