This study examined whether and why assigning children to a segmented inquiry task makes their investigations more productive. Sixty-one upper elementary-school pupils engaged in a simulation-based inquiry assi
CLaSp: In-Context Layer Skip for Self-Speculative Decoding (Read more on arXiv or HuggingFace) Ziqiang Liu, Lu Wang, Huiming Wang, Renke Shan, Longze Chen i) CLaSp introduces a novel layer-skipping method for self-speculative decoding to accelerate large language model (LLM) inference without ...
77 One-shot Federated Learning via Synthetic Distiller-Distillate Communication Junyuan Zhang, Songhua Liu, Xinchao Wang 2024-12-06 arXiv https://github.com/Carkham/FedSD2C http://arxiv.org/abs/2412.05186v1 78 BEFL: Balancing Energy Consumption in Federated Learning for Mobile Edge IoT Zehao Ju...
reducing the requirement of optoelectronic conversion through dimension reduction all-optically (Fig.1b). Phase masks in OAC are trained to process the data encoded in light fields with operations of dot product and light diffraction, equivalent to linear matrix multiplications of a complex light fiel...
Currently, Nvidia has introduced a series of open-source AI models tailored for enterprises, based on Meta's Llama model and Nvidia’s own Nemo framework. The Llama 3.1 model, since its release by Meta, has become one of the most downloaded AI models globally and is already used by thousan...
Genetical genomics is a very powerful tool to elucidate the basis of complex traits and disease susceptibility. Despite its relevance, however, statistical modeling of expression quantitative trait loci (eQTL) has not received the attention it deserves.
(All-QD) information system. 2) QDs possess tunability and wavelength flexibility, which can significantly enhance the information density. Finally, we construct a prototype model of an All-QD information system and validate its feasibility through simulation. We believe that with the continued ...
The lowest number of genetic inconsistencies was 344 and was observed in one simulation. Figure 4. A density plot of the number of genetic inconsistencies from 1000 simulations of a paternity duo case, where the alleged father is unrelated to the child. On average, 411 genetic inconsistencies ...
Reduce model size and speed up inference for deployment on CPUs or GPUs. The open source library provides a framework-independent API to perform model compression techniques such as quantization, pruning, and knowledge distillation. Intel® Extension for Scikit-learn* scikit-learn* is one of the...
This course examines how the idea of “the modern” develops at the end of the 18th century in European philosophy and literature, and how being modern (or progressive, or hip) became one of the crucial criteria for understanding and evaluating cultural change. Are we still in modernity, or...