Network World

Tether is shipping TurboQuant KV-cache quantization with Vulkan support into its QVAC SDK

Tether successfully integrated Google’s TurboQuant into the inference engine of its local AI framework, QVAC. It is the ...
The Next Platform

Tensordyne Converts AI Matrix Math To Logs To Crank Up Inference Oomph

Transformations are the key to such codes, and they rely on math that predates computing as we know it by centuries. There ...
IEEE

Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning

Abstract: Self-supervised representation learning follows a paradigm of withholding some part of the data and tasking the network to predict it from the remaining part. Among many techniques, data ...
IEEE

PQTable: Fast Exact Asymmetric Distance Neighbor Search for Product Quantization Using Hash Tables

Abstract: We propose the product quantization table (PQTable), a product quantization-based hash table that is fast and requires neither parameter tuning nor training steps. The PQTable produces ...