LoRA rank 16 and two to three epochs of fine-tuning plus DPO produce a terse, Socratic persona in instruction-tuned LLMs, with partial zero-shot transfer to some languages.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,
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Behavioral Reprogramming of Open-Weights Models: Cognitive Plasticity and Alignment Bounds
LoRA rank 16 and two to three epochs of fine-tuning plus DPO produce a terse, Socratic persona in instruction-tuned LLMs, with partial zero-shot transfer to some languages.