Add the block-scaled quantizer base and the fine-grained modules
BlockScaledQuantizer holds what the block-scaled formats share: the fine-grained linear, grouped linear
and experts modules, their load and save ops, the scale layouts, the device requirements and the
dequantize fallback. Each format quantizer subclasses it. FineGrainedHfQuantizer can host them.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>