Module adaptive 

Adaptive quantization module

This module provides functionality to automatically select the best quantization scheme based on high-level requirements (accuracy vs compression).

Performance

Adaptive quantization introduces negligible overhead (zero cost in most cases) compared to direct scheme usage, as the selection logic is effectively inlined by the compiler.

Enums

AccuracyTarget

Target accuracy levels for adaptive quantization

CompressionTarget

Target compression levels for adaptive quantization

Functions

quantize_adaptive

Quantize an embedding based on an accuracy target

quantize_with_target

Quantize an embedding based on a compression target