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    "prose": "The German Navy successfully completed a test of the Israeli Lora missile system in the North Atlantic. [^1]\n\nThe authors propose a random-walk-based LoRA fine-tuning scheme where a single model token traverses the network and is updated sequentially using local fine-tuning objectives. [^2]\n\nBenign fine-tuning severely weakens the safety alignment of large language models, causing refusal behavior to become fragile. [^3]\n\nResearchers introduced Universal Activation Verbalizer (UAV), a framework that uses a shared decoder to explain activations from heterogeneous donor models. [^4]\n\nThe article introduces Normalized Low-Rank Adaptation (NoRA), a method designed to regularize the training dynamics of low-rank adaptation (LoRA) for stable and effective optimization. [^5]\n\nMarine Inspector Jan Christian Kaack stated that the test demonstrated the Lora system can be deployed from German ships. [^6]",
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