"""Backward-compatible shim for hardware-aware quantization selection. The original Phase 19 placeholder `hardware_optimizer.py` never shipped real logic. The canonical implementation now lives in `evolution.quant_selector`. This shim preserves the legacy import path for any downstream callers while making `quant_selector.py` the single source of truth. """ from evolution.quant_selector import ( # noqa: F401 HardwareInfo, QuantLevel, QuantSelection, QUANT_LEVELS, detect_hardware, estimate_kv_cache_gb, estimate_model_memory_gb, select_quant_level, ) __all__ = [ "HardwareInfo", "QuantLevel", "QuantSelection", "QUANT_LEVELS", "detect_hardware", "estimate_kv_cache_gb", "estimate_model_memory_gb", "select_quant_level", ]