Enhance performance of generative language models with self-consistency prompting on Amazon Bedrock

Favorite Generative language models have proven remarkably skillful at solving logical and analytical natural language processing (NLP) tasks. Furthermore, the use of prompt engineering can notably enhance their performance. For example, chain-of-thought (CoT) is known to improve a model’s capacity for complex multi-step problems. To additionally boost accuracy on tasks

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Shared by AWS Machine Learning March 19, 2024

Unlock the potential of generative AI in industrial operations

Favorite In the evolving landscape of manufacturing, the transformative power of AI and machine learning (ML) is evident, driving a digital revolution that streamlines operations and boosts productivity. However, this progress introduces unique challenges for enterprises navigating data-driven solutions. Industrial facilities grapple with vast volumes of unstructured data, sourced from

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Shared by AWS Machine Learning March 19, 2024

ScreenAI: A visual language model for UI and visually-situated language understanding

Favorite Posted by Srinivas Sunkara and Gilles Baechler, Software Engineers, Google Research Screen user interfaces (UIs) and infographics, such as charts, diagrams and tables, play important roles in human communication and human-machine interaction as they facilitate rich and interactive user experiences. UIs and infographics share similar design principles and visual

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Shared by Google AI Technology March 19, 2024

Results of 2024 elections of OSI board of directors

Favorite The polls just closed, the results are in. Congratulations to the returning directors Thierry Carrez and Josh Berkus, and the newly elected director Chris Aniszczyk. Thierry Carrez has been confirmed and joins as a director elected by the Affiliate organizations. Chris Aniszczyk and Josh Berkus collected the votes of

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Shared by voicesofopensource March 19, 2024

SCIN: A new resource for representative dermatology images

Favorite Posted by Pooja Rao, Research Scientist, Google Research Health datasets play a crucial role in research and medical education, but it can be challenging to create a dataset that represents the real world. For example, dermatology conditions are diverse in their appearance and severity and manifest differently across skin

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Shared by Google AI Technology March 19, 2024

Fine-tune Code Llama on Amazon SageMaker JumpStart

Favorite Today, we are excited to announce the capability to fine-tune Code Llama models by Meta using Amazon SageMaker JumpStart. The Code Llama family of large language models (LLMs) is a collection of pre-trained and fine-tuned code generation models ranging in scale from 7 billion to 70 billion parameters. Fine-tuned

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Shared by AWS Machine Learning March 18, 2024

Optimize price-performance of LLM inference on NVIDIA GPUs using the Amazon SageMaker integration with NVIDIA NIM Microservices

Favorite NVIDIA NIM microservices now integrate with Amazon SageMaker, allowing you to deploy industry-leading large language models (LLMs) and optimize model performance and cost. You can deploy state-of-the-art LLMs in minutes instead of days using technologies such as NVIDIA TensorRT, NVIDIA TensorRT-LLM, and NVIDIA Triton Inference Server on NVIDIA accelerated

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Shared by AWS Machine Learning March 18, 2024