Post-training quantization reduces the computational demand of Large Language Models (LLMs) but can weaken some of their capabilities. Since LLM abilities emerge with scale, smaller LLMs are more sensitive to quantization. In this paper, we explore how quantization affects smaller LLMs’ ability to perform …

For deep partial-thickness burns no consensus on the optimal treatment has been reached due to conflicting study outcomes with low quality evidence. Treatment options in high- and middle-income countries include conservative treatment with delayed excision and grafting if needed; and early excision and …

Klimaatadaptatie bevindt zich in een fase van implementatie en versnelling, wat terug te zien is in de snelle verspreiding van maatregelen voor stedelijk water- en hittebeheer in steden over de hele wereld. Met name op natuur gebaseerde oplossingen ('nature-based solutions' of NBS) zijn recentelijk in …

In this paper, we experimentally compare orthogonal frequency-division multiplexing (OFDM) and on-off keying (OOK) modulation in the context of the IEEE 802.15.13-2023 standard at bandwidths up to 50 MHz across a Li-Fi link with distances up to 5 m and a lateral offset up to 51°. Error vector magnitude …

Battery energy storage (BES) can provide many grid services, such as power flow management to reduce distribution grid overloading. It is desirable to minimise BES storage capacities to reduce investment costs. However, it is not always clear how battery sizing is affected by battery siting and power …

Autonomous shipping appears as a promising solution to reducing operational costs and improving logistics on inland waterways. The following research focuses on inland shipping in Zeeland, Netherlands to examine how autonomous shipping can impact logistics chains and be adopted by using inland shipping …

A cornerstone of inclusive education is teacher’s readiness to respond adequately to different educational needs of students in their diverse classroom. Differentiated instruction, referring to the process by which teachers carefully monitor students’ needs and progress, and adapt their instruction according …

Background: Recent world population predictions show that the world population aged >=65 years will increase from 10% in 2022 to 16% in 2050. Population aging is accompanied by an increase in people with disability. It is important to pay special attention to people with disability, as these people …

Inleiding: De sociale afstandbeperkingen als gevolg van de COVID-19 pandemie hebben de leeromgeving van studenten veranderd en hun sociale interacties beperkt. Daarom was het doel van deze studie om de invloed van de sociale afstandsbeperkingen op de sociale netwerken, het welzijn en de academische prestaties …

How is an academic philosopher, humanities researcher, or scientist with an interest in philosophy able to imagine, understand and reproduce a philosophical theory that’s highly abstract in a way, because the theory is a priory by nature and doesn’t use a lot of examples that relate to daily life? For …