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effiziente ressourcennutzung

  • A lightweight C++ inference runtime enabling fast on-device execution of large language models with quantization and minimal resource usage.
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    What is Hyperpocket?
    Hyperpocket is a modular inference engine that allows developers to import pre-trained large language models, convert them into optimized formats, and run them locally with minimal dependencies. It supports quantization techniques to reduce model size and accelerate performance on CPUs and ARM-based devices. The framework exposes both C++ and Python interfaces, enabling seamless integration into existing applications and pipelines. Hyperpocket automatically manages memory allocation, tokenization, and batching to deliver consistent low-latency responses. Its cross-platform design means the same model can run on Windows, Linux, macOS, and embedded systems without modification. This makes Hyperpocket ideal for implementing privacy-focused chatbots, offline data analysis, and custom AI-powered tools on edge hardware.
  • ID Mark offers innovative AI solutions for businesses.
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    What is idmark?
    ID Mark is a technological solution that leverages advanced AI to help businesses overcome operational challenges. With tools designed to automate tasks, manage schedules, and improve efficiency, ID Mark empowers entrepreneurs to maximize their productivity. The platform integrates seamlessly with existing workflows, allowing users to delegate mundane tasks and gain more time to focus on strategic decisions.
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