VQ-bench: A Composable Vector Quantization Framework: Vector quantization is an old problem but has recently become central to AI infrastructure.

Source Brief

VQ-bench: A Composable Vector Quantization Framework: Vector quantization is an old problem but has recently become central to AI infrastructure. It is therefore experiencing a surge of renewed engineering and research activity. This paper provides a unified framework for developing and benchmarking new quantization algorithms. We describe 7 common conceptual quantization primitives and show how to compose t...