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Category: Machine learning

July 11, 2024Machine learning

Improve RAG accuracy with fine-tuned embedding models on Amazon SageMaker

Retrieval Augmented Generation (RAG) is a popular paradigm that provides additional knowledge […]

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July 11, 2024Machine learning

How BRIA AI used distributed training in Amazon SageMaker to train latent diffusion foundation models for commercial use

This post is co-written with Bar Fingerman from BRIA AI. This post […]

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July 11, 2024Machine learning

Knowledge Bases for Amazon Bedrock now supports advanced parsing, chunking, and query reformulation giving greater control of accuracy in RAG based applications

Knowledge Bases for Amazon Bedrock is a fully managed service that helps […]

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July 10, 2024Machine learning

Empowering everyone with GenAI to rapidly build, customize, and deploy apps securely: Highlights from the AWS New York Summit

Imagine this—all employees relying on generative artificial intelligence (AI) to get their […]

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July 10, 2024Machine learning

A progress update on our commitment to safe, responsible generative AI

Responsible AI is a longstanding commitment at Amazon. From the outset, we […]

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July 10, 2024Machine learning

Streamline generative AI development in Amazon Bedrock with Prompt Management and Prompt Flows (preview)

Today, we’re excited to introduce two powerful new features for Amazon Bedrock: […]

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July 10, 2024Machine learning

Fine-tune Anthropic’s Claude 3 Haiku in Amazon Bedrock to boost model accuracy and quality

Frontier large language models (LLMs) like Anthropic Claude on Amazon Bedrock are […]

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July 9, 2024Machine learning

Achieve up to ~2x higher throughput while reducing costs by up to ~50% for generative AI inference on Amazon SageMaker with the new inference optimization toolkit – Part 2

As generative artificial intelligence (AI) inference becomes increasingly critical for businesses, customers […]

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July 9, 2024Machine learning

Achieve up to ~2x higher throughput while reducing costs by ~50% for generative AI inference on Amazon SageMaker with the new inference optimization toolkit – Part 1

Today, Amazon SageMaker announced a new inference optimization toolkit that helps you […]

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July 9, 2024Machine learning

Anthropic Claude 3.5 Sonnet ranks number 1 for business and finance in S&P AI Benchmarks by Kensho

Anthropic Claude 3.5 Sonnet currently ranks at the top of S&P AI […]

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