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Category: Machine learning

November 26, 2024Machine learning

Deploy Meta Llama 3.1-8B on AWS Inferentia using Amazon EKS and vLLM

With the rise of large language models (LLMs) like Meta Llama 3.1, […]

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November 26, 2024Machine learning

Reducing hallucinations in large language models with custom intervention using Amazon Bedrock Agents

Hallucinations in large language models (LLMs) refer to the phenomenon where the […]

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November 26, 2024Machine learning

Enhanced observability for AWS Trainium and AWS Inferentia with Datadog

This post is co-written with Curtis Maher and Anjali Thatte from Datadog.  […]

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November 26, 2024Machine learning

Using LLMs to fortify cyber defenses: Sophos’s insight on strategies for using LLMs with Amazon Bedrock and Amazon SageMaker

This post is co-written with Adarsh Kyadige and Salma Taoufiq from Sophos.  […]

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November 26, 2024Machine learning

Read graphs, diagrams, tables, and scanned pages using multimodal prompts in Amazon Bedrock

Large language models (LLMs) have come a long way from being able […]

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November 26, 2024Machine learning

How Crexi achieved ML models deployment on AWS at scale and boosted efficiency

This post is co-written with Isaac Smothers and James Healy-Mirkovich from Crexi.  […]

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November 26, 2024Machine learning

Rad AI reduces real-time inference latency by 50% using Amazon SageMaker

This post is co-written with Ken Kao and Hasan Ali Demirci from […]

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November 26, 2024Machine learning

Build a read-through semantic cache with Amazon OpenSearch Serverless and Amazon Bedrock

In the field of generative AI, latency and cost pose significant challenges. […]

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November 26, 2024Machine learning

Apply Amazon SageMaker Studio lifecycle configurations using AWS CDK

This post serves as a step-by-step guide on how to set up […]

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November 26, 2024Machine learning

Create a virtual stock technical analyst using Amazon Bedrock Agents

Stock technical analysis questions can be as unique as the individual stock […]

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