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Selective Parameter Evaluation and Restoration via Model Merging

technology1 mentionslast seen Sep 22, 2026

A framework for preserving critical capabilities while enabling domain adaptation in large language models.

Relationships 5

Selective Parameter Evaluation and Restoration via Model Mergingdepends onTransformer90% confidence1 source
Selective Parameter Evaluation and Restoration via Model Mergingdepends onspherical interpolation merging90% confidence1 source
Llama-3.1-8Bdepends onSelective Parameter Evaluation and Restoration via Model Merging90% confidence1 source
Selective Parameter Evaluation and Restoration via Model Mergingapplies tofinancial domain adaptation85% confidence1 source
Selective Parameter Evaluation and Restoration via Model Mergingsupersedescontinual pretraining80% confidence1 source

Selective Parameter Evaluation and Restoration via Model Merging

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Selective Parameter Evaluation and Restoration via Model Mergingapplies tofinancial domain adaptation

85% confidence1 supporting mentions

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preprintarXivNov 11, 2025SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation
Applied to LLaMA-3.1-8B for financial tasks