Deep Learning

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  1. MNN: Alibaba's Blazing-Fast Lightweight Inference Engine for Mobile and Edge AI

    Running deep learning models on mobile and edge devices presents unique challenges: limited compute power, constrained memory, battery sensitivity...

    AI

  2. MLX: Apple's Machine Learning Framework for Apple Silicon

    For years, machine learning on Macs meant one of two things: running PyTorch or TensorFlow through Apple's Metal Performance Shaders backend, or...

    AI

  3. Marker: Open-Source PDF to Markdown Conversion with Deep Learning

    PDF documents remain one of the most common formats for knowledge distribution, yet they are among the most difficult to process programmatically...

    AI

  4. LayoutParser: Unified Open-Source Toolkit for Document Image Analysis

    If you have ever tried to extract structured information from a scanned PDF, a historical newspaper archive, or a stack of invoices, you know the...

    Open Source

  5. Hugging Face Transformers: The Universal Library for Pretrained Models

    The transformer architecture has become the universal building block of modern AI, powering everything from language understanding to image...

    AI

  6. Flash Linear Attention: Efficient Attention Mechanisms for Transformers

    The transformer architecture has been the dominant model for sequence processing since its introduction, but it carries a fundamental limitation: the...

    AI