Lecture Notes: Deep Seek Version 3.0324 Model

Overview

• Model: Deep Seek Version 3.0324
• Parameters: 685 billion
• License: Open-source under MIT license
• Performance: Outperforms Croc 3, GPT 4.5, Gemini 2.0 Pro, Claw 3.7 Sonic, and others
• Significance: Highest scoring non-reasoning model that is open-source

Key Features

• Executable Generations: Improved coding capabilities
• Front-End Designing: Generates aesthetic web pages
• Function Calling Accuracy: Fixes issues from earlier releases

Comparison with Claw 3.7

• Coding: Competitive; benchmarks show superiority in some areas
• Cost: Up to 53 times cheaper than Claw 3.7 Sonic

Demonstration

• Interactive Website: Generates 800 lines of code without breaking
  • Components: Dark/light mode toggle, homepage, course catalog, individual course page
  • Execution Time: Approximately 6 minutes and 26 cents
  • API Usage: Free API available

Usage in IDE

• Client: Autonomous coding agent compatible with various IDEs (e.g., VS Code)
• Capabilities: Create/edit files, execute commands, browse the web
• Integration: Free API from Open Router, Deep Seek API access

Chatbot Generation

• Outcome: Functional chatbot with interactive design
• Execution: Quick generation, linked with an API for AI responses

Debugging and Improvements

• Error Detection: Finds errors and suggests improvements
• Speed: Generation can be slow; not ideal for rapid development
• Alternative: Claw 3.7 Sonet for quicker builds

Conclusion and Recommendations

• Use Case: Best for smaller tasks; cost-effective alternative
• Recommendation: Good alternative to models like Gemini 2.0 due to pricing

Additional Resources

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Final Thoughts

• Channel Support: Super thanks, Patreon, and community engagement
• Content: Explore past videos for more insights

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