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Category: Machine learning

May 30, 2024Machine learning

CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

This is a guest post co-written with CBRE. CBRE is the world’s […]

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May 30, 2024Machine learning

Vitech uses Amazon Bedrock to revolutionize information access with AI-powered chatbot

This post is co-written with Murthy Palla and Madesh Subbanna from Vitech. […]

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May 30, 2024Machine learning

Dynamic video content moderation and policy evaluation using AWS generative AI services

Organizations across media and entertainment, advertising, social media, education, and other sectors […]

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May 29, 2024Machine learning

End-to-end LLM training on instance clusters with over 100 nodes using AWS Trainium

Llama is Meta AI’s large language model (LLM), with variants ranging from […]

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May 29, 2024Machine learning

Enhance image search experiences with Amazon Personalize, Amazon OpenSearch Service, and Amazon Titan Multimodal Embeddings in Amazon Bedrock

A variety of different techniques have been used for returning images relevant […]

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May 29, 2024Machine learning

Fine-tune large multimodal models using Amazon SageMaker

Large multimodal models (LMMs) integrate multiple data types into a single model. […]

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May 23, 2024Machine learning

Accelerate Mixtral 8x7B pre-training with expert parallelism on Amazon SageMaker

Mixture of Experts (MoE) architectures for large language models (LLMs) have recently […]

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May 22, 2024Machine learning

Generating fashion product descriptions by fine-tuning a vision-language model with SageMaker and Amazon Bedrock

In the world of online retail, creating high-quality product descriptions for millions […]

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May 21, 2024Machine learning

Create a multimodal assistant with advanced RAG and Amazon Bedrock

Retrieval Augmented Generation (RAG) models have emerged as a promising approach to […]

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May 21, 2024Machine learning

Efficient and cost-effective multi-tenant LoRA serving with Amazon SageMaker

In the rapidly evolving landscape of artificial intelligence (AI), the rise of […]

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