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The idea that the proportions of a building are to be set on mathematical ratios that arise from musical harmony – itself being the image of a cosmic harmony inaudible to our mortal ears – was brought back to the forefront of the architectural scene in ...
Jules-Valentin Boucher
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Tuning and Fine-Tuning of Synapses with Adenosine [PDF]
The 'omnipresence' of adenosine in all nervous system cells (neurons and glia) together with the intensive release of adenosine following insults, makes adenosine as a sort of 'maestro' of synapses leading to the homeostatic coordination of brain function. Besides direct actions of adenosine on the neurosecretory mechanisms, where adenosine operates to
Sebastião, A.M, Ribeiro, J.A
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MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning [PDF]
We introduce MAmmoTH, a series of open-source large language models (LLMs) specifically tailored for general math problem-solving. The MAmmoTH models are trained on MathInstruct, our meticulously curated instruction tuning dataset.
Xiang Yue +7 more
semanticscholar +1 more source
New Programme Profiles for a New Society: An Introduction
Higher education is fundamental to both national and global contemporary knowledge economies. It is also a driver for social change (see for example) which crucially includes making higher education available and relevant to a wider section of society ...
Julia González +2 more
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Parameter-efficient fine-tuning of large-scale pre-trained language models
With the prevalence of pre-trained language models (PLMs) and the pre-training–fine-tuning paradigm, it has been continuously shown that larger models tend to yield better performance. However, as PLMs scale up, fine-tuning and storing all the parameters
Ning Ding +19 more
semanticscholar +1 more source
Fine-Tuning LLaMA for Multi-Stage Text Retrieval [PDF]
While large language models (LLMs) have shown impressive NLP capabilities, existing IR applications mainly focus on prompting LLMs to generate query expansions or generating permutations for listwise reranking. In this study, we leverage LLMs directly to
Xueguang Ma +4 more
semanticscholar +1 more source
Building Degree Profiles. The Tuning Approach
The development of degree profiles is an important art which has become quite specialized in recent years. This article concentrates on the analysis of the importance of the role of degree profiles in the design of degrees and, as a consequence, in ...
Julia González, Maria Yarosh
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Modern Linux operating systems are being used in a wide range of fields, from small IoT embedded devices to supercomputers. However, most machines use the default Linux scheduler parameters implemented for general-purpose environments.
Hyeonmyeong Lee +2 more
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Tuning PYTHIA 8.1: the Monash 2013 tune [PDF]
We present an updated set of parameters for the PYTHIA 8 event generator. We reevaluate the constraints imposed by LEP and SLD on hadronization, in particular with regard to heavy-quark fragmentation and strangeness production. For hadron collisions, we combine the updated fragmentation parameters with a new NNPDF2.3 LO PDF set.
Skands P, Carrazza S, Rojo J
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Competences and learning outcomes: a panacea for understanding the (new) role of Higher Education?
The competence and learning outcomes approach, which intends to improve effective performance of academic staff and students, is becoming dominant in today’s higher education. This was quite different 15 years ago. This contribution aims to offer insight
Robert Wagenaar
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