Journal of Medical Internet Research

How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective

We explore practical approaches to dataset construction, examining the advantages and limitations of 3 primary methods: fully manual preparation by expert annotators, fully synthetic generation using ...
IEEE

A Combined Model-Based and Data-Driven Fault Diagnosis Scheme for Lithium-Ion Batteries

Abstract: Diagnosing potential faults is of great importance to ensure reliability of battery management systems. This is because a current or voltage sensor fault often results in an inaccurate state ...
IEEE

Data-Aware Adaptive Pruning Model Compression Algorithm Based on a Group Attention Mechanism and Reinforcement Learning

Abstract: The success of convolutional neural networks (CNNs) benefits from the stacking of convolutional layers, which improves the model’s receptive field for image data but also causes a decrease ...
aibusiness

Startup Introduces 'Large Tabular Model' for Spreadsheet Data

Fundamental, a San-Francisco-based startup that has developed a way to drive predictions from enterprise data, emerged from stealth recently with $255 million in funding. The company has raised a $30 ...