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antmikinka/README.md

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About Me

Building the future of local AI at AMD

Open source developer passionate about making AI accessible to everyone.

  • 💼 Software Engineering Intern @ AMD
  • 🚀 Working on Lemonade SDK — Open-source local AI platform for running LLMs, image generation & speech on your own GPU/NPU
  • 🤝 Collaborating on open source AI projects

Publications

arXiv: Universal Conditional Logic


GitHub Stats

GitHub Stats

Top Languages

GitHub Streak


Tech Stack

C++ TypeScript Python AMD


Connect

Hugging Face


🚀 Building Local AI for Everyone.

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  1. Optimization Guidelines for the Appl... Optimization Guidelines for the Apple Neural Engine (ANE)
    1
    Comprehensive Optimization Guidelines for the Apple Neural Engine (ANE)
    2
    Tensor Considerations:
    3
    
                  
    4
    Shapes: Utilize tensor shapes that are powers of 2 (e.g., 2, 4, 8, 16) to enhance memory allocation and access.
    5
    Sizes: Keep tensor sizes small, aiming for multiples of 16 (e.g., 16, 32, 48, 64) to optimize memory usage.
  2. AppleNeuralEngine-Kit AppleNeuralEngine-Kit Public

    (WIP) LLM Optimization for Apple Neural Engine

    Swift 6 1

  3. AI-Context-Document AI-Context-Document Public

    3

  4. bmad-code-org/BMAD-METHOD bmad-code-org/BMAD-METHOD Public

    Breakthrough Method for Agile Ai Driven Development

    JavaScript 50k 5.8k

  5. Universal-Conditional-Logic Universal-Conditional-Logic Public

    Python 4

  6. ccmg ccmg Public

    a teaser of what may be coming ;)

    Python 4