LOTTERY RANK-PRUNING ADAPTATION PARAMETER EFFICIENT FINE-TUNING

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 Insect Repellents parameter count to 0.03% of that in fu

read more

Solar Elastosis in Its Papular Form: Uncommon, Mistakable

Solar elastosis is a degenerative condition of elastic tissue in the dermis due to prolonged sun exposure.There are a variety of clinical manifestations of solar elastosis.In its most common form, solar elastosis manifests as yellow, thickened, coarsely wrinkled skin.We report two uncommon Faber High Light Ceiling hood 91cm Matt White Perimeter LED

read more


A systematic review of retractions in biomedical research publications: reasons for retractions and their citations in Indian affiliations

Abstract Retractions of peer-reviewed biomedical journal articles with Indian authorship have been on the rise for many years.Our study aimed to investigate the reason behind these retractions, namely plagiarism, falsification, fabrication, duplicate publication, author conflicts, ethical issues, fake peer-reviews, and data-related issues, besides

read more

FUNCTIONING OF UNITED TERRITORIAL COMMUNITIES AND IDENTIFICATION OF MAIN PROBLEMS OF ORGANIZATIONAL SUPPORT OF LOCAL BUDGET MANAGEMENT

The importance of the study of the united territorial communities functioning and the identification of the main problems of organizational support of local budget management are substantiated.It has been studied that the issues related to the development of organizational support of local budget management are insufficiently researched in the dome

read more