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
Urban Space is not just a simple, physical configuration.Instead, it is a transformation of human experiences with the different synchronic architectural characteristic that needs a critical examination to segregate discrete layers of structural elements.As a result, the traditional urban space is a unique existence of reality; it is a product of p
Modern countries have paid great attention to the issue of traffic safety and considered that transportation is one of the mainstays of the state entity, given the tragic facts left behind by traffic accidents, and they have taken preventive measures to ensure safety on the roads, and to establish special programs to prevent traffic accidents, and
The paper considers a characteristically loaded equation of a mixed hyperbolic-parabolic type with degeneration Milkmaid Tea of order in the hyperbolicity part of the domain.In the hyperbolic part of the domain, we have a loaded one-velocity transport equation, known in mathematical biology as the Mac Kendrick Von Forester equation, in the paraboli
Phytate is the major storage form of organic phosphorus in soils and plant seeds, and phosphorus (P) in this form is unavailable to plants or monogastric animals.In the present study, the phytase genes phyA and appA were introduced into Brassica napus cv Westar with a signal peptide sequence and CaMV 35S promoter, respectively.Three independent tra