SD.Next Quantization provides full cross-platform quantization to reduce memory usage and increase performance for any device. Triton enables the use of optimized kernels for much better performance.

MAXSUN has announced its Intel Arc Pro B70 series graphics cards, introducing a new professional GPU option aimed at AI development, inference, visualization, and dense multi-GPU deployments. The ...

micronet ├── __init__.py ├── base_module │ ├── __init__.py │ └── op.py ├── compression │ ├── README.md ...

Abstract: Blood pressure (BP) is a key indicator of cardiovascular health. As hypertension remains a global cause of morbidity and mortality, accurate, continuous, and noninvasive BP monitoring is ...

Abstract: Deploying quantized deep neural network (DNN) models with resource adaptation capabilities on ubiquitous Internet of Things (IoT) devices to provide high-quality AI services can leverage the ...

Large language models (LLMs) are increasingly being deployed on edge devices—hardware that processes data locally near the data source, such as smartphones, laptops, and robots. Running LLMs on these ...