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 …
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Deep Learning
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 …
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 …
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 …
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 …
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: …