PRINCIPLES OF LEGAL SYSTEM

Principles of legal system

The work distinguishes between two meanings of the term navy drapery fabric legal system: hierarchical (factual or vertical) and scientific.The principles on which both meanings are based are coherency, i.e., legitimacy, completeness, distinctiveness and self-reference (autopoiesis) of law.These principles designate the states or real features of a

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Lottery Rank-Pruning Adaptation Parameter Efficient Fine-Tuning

Recent studies on parameter-efficient fine-tuning (PEFT) have introduced effective and efficient methods for fine-tuning large language models (LLMs) on downstream tasks using fewer parameters than required by full fine-tuning.Low-rank decomposition adaptation (LoRA) significantly reduces the parameter count to 0.03% of that in full fine-tuning, ma

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