Add weight-only int8 ONNX (eval on dataset_v2/test n=500: f1=0.9130 must_keep_recall=0.9765 keep_rate=0.8097, fp32 agreement 99.6%)

Add fp32 ONNX export for Headroom lightweight (no-torch) path

kompress-v2-base initial release

initial commit