Default v2 support with full backward compatibility Optional v3 support with automatic parameter conversion Automatic base_id resolution for v3 API Transparent pagination, sorting, and operator ...

Quantization plays a crucial role in deploying Large Language Models (LLMs) in resource-constrained environments. However, the presence of outlier features significantly hinders low-bit quantization.

Abstract: Ensuring the quality and reliability of multimodal video data is critical for applications that rely on accurate interpretation, such as medical imaging, surveillance, remote sensing and ...

Abstract: In order to remove outliers from Images, this work suggests a unique VLSI design for a four-level pipelined multi-layered Vasanth Sorting algorithm. Nine inputs are rankordered in ascending ...