Participate in the 2026 State of Open Source Survey

Favorite The Open Source Initiative (OSI) is once again partnering with Perforce OpenLogic & Zend, in collaboration with the Eclipse Foundation, for the 2026 State of Open Source Survey, the industry’s most comprehensive study of global Open Source adoption trends. Now in its fifth year, this annual survey captures how

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Shared by voicesofopensource October 22, 2025

Optimizing document AI and structured outputs by fine-tuning Amazon Nova Models and on-demand inference

Favorite Multimodal fine-tuning represents a powerful approach for customizing vision large language models (LLMs) to excel at specific tasks that involve both visual and textual information. Although base multimodal models offer impressive general capabilities, they often fall short when faced with specialized visual tasks, domain-specific content, or output formatting requirements.

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Shared by AWS Machine Learning October 17, 2025

Voice AI-powered drive-thru ordering with Amazon Nova Sonic and dynamic menu displays

Favorite Artificial Intelligence (AI) is transforming the quick-service restaurant industry, particularly in drive-thru operations where efficiency and customer satisfaction intersect. Traditional systems create significant obstacles in service delivery, from staffing limitations and order accuracy issues to inconsistent customer experiences across locations. These challenges, combined with rising labor costs and demand

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Shared by AWS Machine Learning October 17, 2025

Iterative fine-tuning on Amazon Bedrock for strategic model improvement

Favorite Organizations often face challenges when implementing single-shot fine-tuning approaches for their generative AI models. The single-shot fine-tuning method involves selecting training data, configuring hyperparameters, and hoping the results meet expectations without the ability to make incremental adjustments. Single-shot fine-tuning frequently leads to suboptimal results and requires starting the entire

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Shared by AWS Machine Learning October 17, 2025

Splash Music transforms music generation using AWS Trainium and Amazon SageMaker HyperPod

Favorite Generative AI is rapidly reshaping the music industry, empowering creators—regardless of skill—to create studio-quality tracks with foundation models (FMs) that personalize compositions in real time. As demand for unique, instantly generated content grows and creators seek smarter, faster tools, Splash Music collaborated with AWS to develop and scale music

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Shared by AWS Machine Learning October 17, 2025