Remove 2024 Remove APIs Remove Scripts
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Benchmarking Amazon Nova and GPT-4o models with FloTorch

AWS Machine Learning

OpenAI launched GPT-4o in May 2024, and Amazon introduced Amazon Nova models at AWS re:Invent in December 2024. Amazon Bedrock APIs make it straightforward to use Amazon Titan Text Embeddings V2 for embedding data. The growing need for cost-effective AI models The landscape of generative AI is rapidly evolving.

Benchmark 101
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Node problem detection and recovery for AWS Neuron nodes within Amazon EKS clusters

AWS Machine Learning

If it detects error messages specifically related to the Neuron device (which is the Trainium or AWS Inferentia chip), it will change NodeCondition to NeuronHasError on the Kubernetes API server. In the training scripts, it saves checkpoints periodically so that the training will resume from the previous checkpoint.

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Develop and train large models cost-efficiently with Metaflow and AWS Trainium

AWS Machine Learning

In 2024, however, organizations are using large language models (LLMs), which require relatively little focus on NLP, shifting research and development from modeling to the infrastructure needed to support LLM workflows. This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons.

APIs 124
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Introducing Amazon EKS support in Amazon SageMaker HyperPod

AWS Machine Learning

Amazon EKS creates a highly available endpoint for the managed Kubernetes API server that you use to communicate with your cluster (using tools like kubectl). The managed endpoint uses Network Load Balancer to load balance Kubernetes API servers. This VPC doesn’t appear in the customer account. Replace the Instance.

APIs 82
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Accelerate Generative AI Inference with NVIDIA NIM Microservices on Amazon SageMaker

AWS Machine Learning

At the 2024 NVIDIA GTC conference, we announced support for NVIDIA NIM Inference Microservices in Amazon SageMaker Inference. This allows developers to take advantage of the power of these advanced models using SageMaker APIs and just a few lines of code, accelerating the deployment of cutting-edge AI capabilities within their applications.

APIs 86
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Best practices for building robust generative AI applications with Amazon Bedrock Agents – Part 1

AWS Machine Learning

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. user id 111 Today: 09/03/2024 Certainly! Your appointment ID is XXXX.

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Top 10 Auto Dialer Software in 2024 for Efficient Sales Teams

JustCall

Features you should look for in modern auto dialers Here are four crucial features that modern auto dialers in 2024 should have to maximize the potential of your sales teams or agents: Predictive dialing: Basic auto dialers are better than manual dialing , but predictive dialing takes it further. creating visualizations such as charts).

Sales 52