Big data analytics capability and social innovation: the …
Big data analytics capabilities refer to the abilities to leverage data management, technology, and personnel resources to obtain business insights and boost competitiveness to realize full ...
Efficient and Scalable Large Multimodal Models
Small models cater to the need for efficiency, particularly important for deploying multimodal systems on edge devices, while large models emphasize the pursuit of scalability - the …
Enterprise Digital Management Efficiency under Cloud Computing and Big …
Here is a specific case: Amazon is a prime example of leveraging cloud computing and big data to optimize digital management. As a global e-commerce and cloud computing giant, Amazon uses its own cloud computing platform AmazonWebServices(AWS), and big data analytics capabilities to achieve efficient digital management and operations.
High Efficiency Image Compression for Large Visual …
In this subsection, we conduct a series of experiments to study the generalization capability and efficiency of the proposed framework. First, the RA performance of the proposed framework is compared with the baseline across different vision-language tasks and corresponding LVLMs. ... S. Ma, and B. Zeng, "Learned image compression with large ...
Developing strategic innovation in large …
Furthermore, through in‐depth longitudinal case studies, the article also discusses the importance of strategic innovation capabilities to achieve a dynamic spiral of the 2 completely different ...
Scalable Fabrication Methods of Large‐Area (n‐i‐p) …
1 Introduction. In 2012, the solid-state perovskite solar cells (PSCs) was firstly reported with simple solution-casting methods, achieving a power conversion efficiency (PCE) close to 10%. [] In just a decade, the efficiency of both planner and inverted PSCs has reached 26.08% and 26.14%, respectively. [] It is visible that the PSCs' low-carbon footprint, rapid power payback …
Are Large Inverters Less Efficient?
The battery bank must be large enough to meet the demand and be of high quality. Combine this with energy efficient appliances and your system will get the job done. Use energy efficient appliances. Energy efficiency is crucial for inverters and solar power in general. If you plan to go full solar power, invest in energy efficient appliances first.
Leveraging Large Language Models for Business Efficiency
The result is a big model, called Mixture of Experts (MoE), with better capabilities than a single of the same size. The easiest way to do that is with MergeKit . Generated with AI — Bing Copilot — "An image of a mathematician, a physicist and a mechanical engineer working on the same problem around a desk featuring a dismantled uav"
Conceptual design of a high efficiency large capacity …
Conceptual design of a high efficiency large capacity hydrogen liquefier H. Quack. H. Quack Technische Universität Dresden, Dresden, Germany. Search for other works by this author on: This Site. ... These values for the power consumption are recommended as bench marks for future studies on large scale hydrogen liquefaction.
Theoretical foundations of large language models: Microsoft …
Large language models (LLMs), led by GPT and followed by numerous other models, have demonstrated their strong capabilities in many areas, from language processing …
Large Spin Hall Efficiency and Current‐Induced …
The spin Hall efficiency (ξ) is a crucial parameter that evaluates the charge-to-spin conversion capability of a material, and thus materials with higher ξ are highly desirable in …
Conceptual Design of a High Efficiency Large Capacity Hydrogen
The aim of this paper is to propose a hydrogen liquefier with very high efficiency. One important theoretical tool is the exergy analysis of the single process step as well as the overall cycle.
Energy Efficient Large-Scale Storage of Liquid Hydrogen
storage capacity of 4,732 m3 for a total on-site storage capacity of roughly 8,000 m3. The new storage tank incorporates two new energy-efficient technologies to provide large-scale liquid hydrogen storage and control capability by combining both active thermal control and passive thermal control.
High Efficiency Image Compression for Large Visual …
In recent years, large visual language models (LVLMs) have shown impressive performance and promising generalization capability in multi-modal tasks, thus replacing humans as receivers of visual information in various application scenarios. In this paper, we pioneer to propose a variable bitrate image compression framework consisting of a pre-editing module …
The Effect of Big Data Capability on Organizational …
This paper explores the relationship between big data capability and organizational innovation and the formation mechanism of big data capability based on resource orchestration theory. Data was collected from 179 questionnaires and used to empirically test the model. Our findings suggest that big data resources acquisition capability (BDRA) is conducive …
Economically viable large-scale hydrogen liquefaction
[9] Quack H 2001 Conceptual design of a high efficiency large capacity hydrogen liquefier Proc. of the Cryogenic Engineering Conference Madison 47A pp 25 5-263
Building capability to unleash business …
By shifting the objective from efficiency to new value and shifting frontline employees' day-to-day work to identifying and addressing unseen problems and opportunities, leaders clear the way for workers to use their capabilities. ...
CodeEditorBench: Evaluating Code Editing Capability of Large …
Large Language Models (LLMs) for code are rapidly evolving, with code editing emerging as a critical capability. We introduce CodeEditorBench, an evaluation framework designed to rigorously assess the performance of LLMs in code editing tasks, including debugging, translating, polishing, and requirement switching. Unlike existing benchmarks …
Exploring the Answering Capability of Large Language …
Entrepreneurship education is critical in encouraging students' innovation, creativity, and entrepreneurial spirit. It provides essential skills and knowledge, enabling them to open their creative potential and apply innovative thinking across diverse professional fields. With the widespread application of large language models in education, intelligent-assisted teaching in …
Big Data, Big Data Analytics Capability, and …
Literature suggests that big data is a new competitive advantage and that it enhance organizational performance. Yet, previous empirical research has provided conflicting results. Building on the resource-based view and the …
Improvement in Tol2 transposon for efficient large-cargo capacity …
Improvement in Tol2 transposon for efficient large-cargo capacity transgene applications in cultured cells and zebrafish (Danio rerio). Zoological Research, 45(3): 567-574. DOI: 10.24272/j.issn.2095-8137.2024.026 Citation: Peng-Cheng Wang, Hao Deng, Rang Xu, Jiu-Lin Du, Rongkun Tao. 2024. Improvement in Tol2 transposon for efficient large-cargo ...
Efficient Large Language Model Inference with Limited …
In recent years, large language models (LLMs), such as GPT-3 (Brown et al., 2020), OPT (Zhang et al., 2022b), and PaLM (Chowdhery et al., 2022), have demonstrated strong performance across a wide range of natural language tasks.However, the unprecedented capabilities of these models come with substantial computational and memory requirements …
Conceptual design of a high efficiency large capacity …
The aim of this paper is to propose a hydrogen liquefier with very high efficiency. One important theoretical tool is the exergy analysis of the single process step as well as the overall cycle. This will be needed for the choice of the optimum hydrogen feed pressure as well as for the handling of the ortho-para conversion. Modern helium refrigerators are being built with …
Exploring the capabilities and limitations of large language …
A major part of this capability may be a natural consequence of the large number of model parameters where certain information has been memorized. Then, the efficient processing in the transformer architecture allows efficient retrievals of …
The Efficiency Spectrum of Large Language Models: An …
Large Language Models trained on massive and varied datasets have demonstrated remarkable general problem-solving capabilities. However, their performance can be significantly …
Energy efficient large-scale storage of liquid hydrogen
The world's largest liquid hydrogen storage tanks were constructed in the mid-1960s at the NASA Kennedy Space Center. These two vacuum-jacketed, perlite powder insulated tanks, still in service today, have 3,200 m3 of useable capacity. In 2018, construction began on an additional storage tank at Launch Complex 39B. This new tank will give an additional storage capacity of …
The Rise and Future of Large Capacity Batteries
As technology advances, large capacity batteries are becoming increasingly adaptive to diverse power scenarios. Whether in communication base stations, residential …
Beyond Capable: Accuracy, Calibration, and Robustness in …
HELM's metrics can be grouped into three categories: resource requirements (efficiency), alignment (fairness, bias and stereotypes, and toxicity), and capability (accuracy, calibration, and robustness). In this post, we focus on the final metrics category, capability. …
SinkLoRA: Enhanced Efficiency and Chat Capabilities for …
SinkLoRA: Enhanced Efficiency and Chat Capabilities for Long-Context Large Language Models Hengyu Zhang ∗ [email protected] Abstract Extending the functionality of the Transformer model to accommodate longer sequence lengths has become a critical challenge. This extension is crucial not only
Large Language Models: A Survey
RTD is more sample-efficient than MLM because the former is defined over all input tokens rather than just the small subset being masked out, as illustrated in Fig 4. ... Expert Prompting enhances the capabilities of Large Language Models (LLMs) by simulating the responses of experts in various fields. This method involves prompting the LLMs to ...