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Alignment Is All You Need: Instruction-Free Training for General Audio-Language Models

#Alignment #Need #Instruction-Free #Training #General

arXiv:2608.18132v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) are typically built through a multi-stage pipeline consisting of cross-modal alignment, supervised fine-tuning (SFT), and preference optimization. This pipeline assumes that adapting an LLM to a new modality…