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Llama 4 family of models from Meta are now available in SageMaker JumpStart

AWS Machine Learning Blog

Virginia) AWS Region. Prerequisites To try the Llama 4 models in SageMaker JumpStart, you need the following prerequisites: An AWS account that will contain all your AWS resources. An AWS Identity and Access Management (IAM) role to access SageMaker AI. Access to accelerated instances (GPUs) for hosting the LLMs.

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Customize Amazon Nova models to improve tool usage

AWS Machine Learning Blog

Amazon Nova models and Amazon Bedrock Amazon Nova models , unveiled at AWS re:Invent in December 2024, are optimized to deliver exceptional price-performance value, offering state-of-the-art performance on key text-understanding benchmarks at low cost. Choose us-east-1 as the AWS Region. gpus 2'] Ground truth pattern: python(3?)

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Evaluating generative AI models with Amazon Nova LLM-as-a-Judge on Amazon SageMaker AI

AWS Machine Learning Blog

Today, we’re excited to introduce a comprehensive approach to model evaluation through the Amazon Nova LLM-as-a-Judge capability on Amazon SageMaker AI , a fully managed Amazon Web Services (AWS) service to build, train, and deploy machine learning (ML) models at scale. The provided Python code guides you through the entire workflow.

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Fine-tune large language models with reinforcement learning from human or AI feedback

Flipboard

2017) provided the first evidence that RLHF could be economically scaled up to practical applications. Do not forget to restart your Python kernel after installing the preceding libraries before you import them. 2017) Deep reinforcement learning from human preferences. Christiano et al. Rafailov R. Christiano P.

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Content Moderation: What It Is, How It Works, and the Best APIs

AssemblyAI

In 2017, several major brands were up in arms when they found their advertising content had been placed next to videos about terrorism on a major video sharing platform. You will need an AWS account, an AWS account ID, and IAM user profile to use Amazon Rekognition. 75 per 1,000 images, $.38 Pricing varies based on usage.

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The Xerox Alto, Smalltalk, and Rewriting a Running GUI

Hacker News

Most modern object-oriented languages, from Objective-C and Go to Java and Python, show the influence of Smalltalk. October 22, 2017 at 10:09 AM Unknown said. October 22, 2017 at 4:12 PM Alan Kay said. October 22, 2017 at 11:58 PM Anonymous said. October 23, 2017 at 6:25 AM Tom said.

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Build and deploy AI inference workflows with new enhancements to the Amazon SageMaker Python SDK

Flipboard

To address this need, we are introducing a new capability in the SageMaker Python SDK that revolutionizes how you build and deploy inference workflows on SageMaker. In this post, we provide an overview of the user experience, detailing how to set up and deploy these workflows with multiple models using the SageMaker Python SDK.

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