On Predicting the Post-training Potential of Pre-trained LLMs
arXiv:2605.11978v1 Announce Type: new
Abstract: The performance of Large Language Models (LLMs) on downstream tasks is fundamentally constrained by the capabilities acquired during pre-training. However, traditional benchmarks like MMLU often fail to …