RuDE predicts post-training performance of base LLMs with over 90% correlation by using response discrimination on rubric-violating contrastive pairs, validated by RL to identify high-potential smaller models.
Asks about local antimicrobial susceptibility patterns... to ensure compatibility with regional resistance profiles
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On Predicting the Post-training Potential of Pre-trained LLMs
RuDE predicts post-training performance of base LLMs with over 90% correlation by using response discrimination on rubric-violating contrastive pairs, validated by RL to identify high-potential smaller models.