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Simplified Amazon SageMaker JumpStart SDK: Zero-shot and few-shot prompting for the BloomZ 176B foundation model

Simplified Amazon SageMaker JumpStart SDK: Zero-shot and few-shot prompting for the BloomZ 176B foundation model

by instadatahelp | Aug 26, 2023 | AI Blogs

Amazon SageMaker JumpStart is a hub for machine learning (ML) that offers algorithms, models, and ML solutions. It provides ML practitioners with a range of best performing and publicly available foundation models (FMs) such as BLOOM, Llama 2, Falcon-40B, Stable...

A Framework for Nonsmooth Nonconvex Optimization: Inertial Block Majorization Minimization

by instadatahelp | Aug 26, 2023 | AI Blogs

An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization Le Thi Khanh Hien, Duy Nhat Phan, Nicolas Gillis; 24(18):1−41, 2023. Abstract This paper presents TITAN, a new framework called inerTIal block majorizaTion minimizAtioN...
Risk-Aware Policies: A Step Towards Enhanced Algorithmic Recourse Safety

Risk-Aware Policies: A Step Towards Enhanced Algorithmic Recourse Safety

by instadatahelp | Aug 26, 2023 | AI Blogs

Title: SafeAR: Enhancing Algorithmic Recourse with Risk-Aware Policies Date: 23 Aug 2023 Authors: Haochen Wu and colleagues Abstract: As the use of machine learning (ML) models in critical domains like finance and healthcare continues to grow, it is crucial to provide...
Leveraging LLMs on Amazon SageMaker for Multilingual Intelligent Video and Audio Q&A

Leveraging LLMs on Amazon SageMaker for Multilingual Intelligent Video and Audio Q&A

by instadatahelp | Aug 26, 2023 | AI Blogs

Digital assets play a crucial role in representing products, services, culture, and brand identity for businesses in the digital era. They enable interactive and personalized experiences, enhancing customer engagement and deepening connections with the target...

A Toolkit for Evaluating Neural Network Explanations and More: Promoting Explainable AI and Responsible Practices

by instadatahelp | Aug 26, 2023 | AI Blogs

Quantus: A Toolkit for Evaluating Neural Network Explanations and Beyond Anna Hedström, Leander Weber, Daniel Krakowczyk, Dilyara Bareeva, Franz Motzkus, Wojciech Samek, Sebastian Lapuschkin, Marina M.-C. Höhne; 24(34):1−11, 2023. Abstract The evaluation of...
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