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.

Your browser does not support the audio element. The model accepts image frames and text prompts as primary inputs, along with optional action sequences for ...

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 ...

Atom is an accurate low-bit weight-activation quantization algorithm that combines (1) mixed-precision, (2) fine-grained group quantization, (3) dynamic activation quantization, (4) KV-cache ...

AI systems can appear magical until you’re sitting around waiting for them to answer. Whether it’s a large language model (LLM) in the cloud, an on‑device vision model or a recommendation system, ...

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 ...