Infrastructure for the deployment of Large Language Models: challenges and solutions by Tomasz Walkowiak, Bartosz Walkowiak

“…As a result, the ability to perform efficient and scalable inferences on these models is becoming crucial to maximize the utilization of valuable resources such as GPUs and CPUs. This thesis outlines a process for selecting the most effective tools for efficient inference, supported by the results of experiments. …”
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Plastome and transcriptome analysis reveals a degenerated photosynthesis-related pathway in the mycoheterotrophic vanilloid orchid Cyrtosia lindleyana by Shiou Yih Lee, Peishan Zou, Zhihui Chen, Kenji Suetsugu, Wenbo Liao

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A Novel Chiral Molecularly Imprinted Electrochemical Sensor Based on β-CD Functionalized Graphene Quantum Dots for Enantioselective Detection of D-Carnitine by Feng Yang, Xin Qi, Yan Chen, Kai Tang, Mengyang Fang, Yanwei Song, Jiufen Liu, Lianming Zhang

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Experiences of midwives in implementing the fifth stage of function in the integrated service posts to prevent anemia in pregnant women during the COVID-19 pandemic in Indonesia by Mien Mien, Siti Hadrayanti Ananda, Diah Indriastuti, Tahiruddin Tahiruddin

“…Objective: The purpose of this study was to explore the experiences of midwives in the implementation of the fifth stage of function in integrated service posts in relation to preventing anemia in mothers. …”
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Assessing the Success of Ferula assa-foetida L. Plantation Restoration Operations in Semi-Steppe Rangelands by Linking Plant Functional Traits to Species Diversity by Esfandiar Jahantab, Azam Khosravi Mashizi, Mohsen Sharafatmandrad

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Dilemma in primary care facility development:a qualitative study based on grounded theory in Guilin city by Siyuan Wang, Ranfeng Hang, Yingjue Wei, Jianying Liu, Wuxiang Shi, Zhaoquan Huang

“…Conclusion: The development of primary care facilities is constrained by a variety of factors, with resource allocation balance and compensation mechanism improvement as core issue, ''approach of the joint reform of 3Ms'' as an external condition, ''adjustment of functional positioning''(adjustment of functional positioning of primary care facilities) as key link, and the construction of cohesion hospital group as important approach.…”
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Treatment Trade‐Offs and Choices for Femoral Fractures: A Systematic Review and Meta‐Analysis by Jiarui Li, Zhu Guo, Tianrui Wang, Kunyue Xing, Wenzhuo Wang, Yaowei Liu, Jiyao Xing, Hongfei Xiang, Jingdong Wang, Bohua Chen, Dongming Xing, Xiaolin Wu

“…ABSTRACT In resource‐limited settings, selecting the appropriate treatment for femoral fractures is crucial as it affects both patient recovery and the efficient use of medical resources. …”
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Sustainable crop recommendation system using seasonally adaptive recursive spectral convolutional neural network for responsible agricultural production by Gopinath Selvaraj, Sakthivel Kuppusamy, Menaka Aswathanarayanan

“…However, selecting the ideal crop based on season remains challenging, often resulting in inefficient resource use and reduced yield. …”
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Strategy for Construction and Improvement of 4R Resilience Evaluation Model for Coastal Cities by Qixiang QIN, Weiping ZHANG, Yasen YIN

“…The reasons leading to the aforesaid results are mainly summarized in the following three aspects. 1) Due to dense population and land shortage, city samples with high development intensity pay more attention to spatial redundancy and resource acquisition during disasters, and their urban core functional areas have achieved full coverage of public services and emergency service facilities to a large extent through encrypted road networks, mixed land use, vertical functional layout and other ways. …”
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Studying grain color diversity in the barley collection of VIR by A. Y. Glagoleva, L. A. Novokreschenov, O. Y. Shoeva, O. N. Kovaleva, E. K. Khlestkina

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Microbial composition, assembly, and functional characteristics of generalized and specialized subcommunities under flooded paddy fields: long-term pesticide versus non-pesticide m... by Jing-Wen Wang, Jing-Wen Wang, Cai-Ting Han, Cai-Ting Han, Cai-Ting Han, Dong-Ming Wu, Dong-Ming Wu, Dong-Ming Wu, Wei Zhou, Wei Zhou, Miao Gao, Miao Gao, Yu-Shuang Li

“…Especially for specialists, it had a homogenization selection and diffusional limitation during community succession, because it was characterized by constrained adaptability, narrow ecological niches and high resource specificity. …”
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Heuristically enhanced multi-head attention based recurrent neural network for denial of wallet attacks detection on serverless computing environment by Sarah A. Alzakari, Mohammad Alamgeer, Abdullah M. Alashjaee, Monir Abdullah, Khalid Nazim Abdul Sattar, Asma Alshuhail, Ahmad A. Alzahrani, Abdulwhab Alkharashi

“…Detecting DoW threats involves monitoring and analyzing the system-level resource consumption of specific bare-metal mechanisms. …”
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Leader’s discourse in responding to natural disaster: an appraisal analysis by T. Thyrhaya Zein, T. Syarfina, Muhammad Yusuf

“…The results indicate that Edy’s discourse contains sources of positive, negative, and neutral attitudes. …”
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Response of Four Shrubs to Drought Stress and Comprehensive Evaluation of Their Drought Resistance by Bing Ma, Haibo Hu, Xingyu Liu, Qi Wang, Hongwei Zhou, Sheng Chen, Jiacai Liu, Yuyan Li

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Efficient toluene degradation using Bacillus subtilis biofilm-supported Mn–Ce/zeolite catalysts by Muhammad Zubair Mohsin, Ali Mohsin, Waqas Qamar Zaman, Xiaojuan Zhu, Xihua Zhao, Zain Abbas, Muhammad Hammad Hussain, Ali Shan, Salim-ur-Rehman, Muhammad Asif Nawaz, Rabia Omer, Yingping Zhuang, Meijin Guo, Jiaofang Huang

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RPA: a memory-efficient metric-space recall@R ANNS index by JIANG Runben, CHEN Jiaying, MAO Rui

“…As an array, for each data element, RPA stores only l identities (IDs) of its nearest pivots out of k pre-selected ones (l≪k). During search, the order of distances from each data element to the query is approximated by a score function based on the distances from its nearest pivots to the query, and a bounded heap is maintained to store R candidate results. …”
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Genome-wide identification and functional characterization of the LBD transcription factor gene family in Zanthoxylum armatum DC. reveal its potential role in leaf variation by Yifei Deng, Chong Sun, Xueqian Fu, Yuan Guo, Yongxing Zhu, Chongyu Liu, Ruxin Xu, Han Liu, Qiang Li, Ning Tang, Mi Kuang, Wenying Yang, Xia Liu, Zexiong Chen

“…In the natural population of Z. armatum, due to long-term selection, the leaves size and shape show rich diversity in different latitude regions. …”
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Spatial Distribution Characteristics and Co-occurrence Risk of Rainstorms and High Tide Levels in Guangzhou by Zheng Yangkun, Wang Feng, Wei Qiuying, Zhang Yun, Yang Fang, Hu Maochuan

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Genome-wide analysis of CHYR gene family and BnA03.CHYR.1 functional verification under salt stress in Brassica napus L. by Yanli Guo, Qingxiao Ren, Manman Song, Xiangxiang Zhang, Heping Wan, Fei Liu

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Facile fabrication of selegiline-loaded alginate hydrogel for neuroprotection and functional recovery in a rat model of spinal cord injury through localized spinal delivery by Ramin Abrishami, Ramtin Farhadi, Mehri Farhang Ranjbar, Seyed Hadi Aghili, Maryam Baeeri

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