Lines: Post-training layer scaling prevents forgetting and enhances model merging

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How to Merge Your Multimodal Models Over Time?‏

S Dziadzio, V Udandarao, K Roth, A Prabhu… - arxiv preprint arxiv …, 2024‏ - arxiv.org‏
Model merging combines multiple expert models-finetuned from a base foundation model
on diverse tasks and domains-into a single, more capable model. However, most existing …‏
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