On Predicting the Post-training Potential of Pre-trained LLMs. - Xiaoyuan Li 001; Yubo Ma; Kexin Yang 002; Moxin Li; Keqin Bao; Wenie Wang; Fuli Feng; Dayiheng Liu (CoRR, 2026)