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Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

Load balancer – Another option is to use a load balancer that exposes an HTTPS endpoint and routes the request to the orchestrator. You can use AWS services such as Application Load Balancer to implement this approach. API Gateway also provides a WebSocket API.

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Optimize hosting DeepSeek-R1 distilled models with Hugging Face TGI on Amazon SageMaker AI

AWS Machine Learning - AI

Additionally, SageMaker endpoints support automatic load balancing and autoscaling, enabling your LLM deployment to scale dynamically based on incoming requests. Simon Pagezy is a Cloud Partnership Manager at Hugging Face, dedicated to making cutting-edge machine learning accessible through open source and open science.

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Pivotal Software Previews Automation Framework

DevOps.com

In addition, Pivotal revealed it will be adding support for open source technologies including Envoy load balancing and Istio service mesh software developed […]. The post Pivotal Software Previews Automation Framework appeared first on DevOps.com.

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Docker Swarm vs Kubernetes: how to choose a container orchestration tool

CircleCI

Docker Swarm is an open-source container orchestration platform built and maintained by Docker. Under the hood, Docker Swarm converts multiple Docker instances into a single virtual host. Load balancers. Docker Swarm clusters also include load balancing to route requests across nodes. Docker Swarm.

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9 Best Free Node.js Hosting 2023

The Crazy Programmer

is a highly popular JavaScript open-source server environment used by many developers across the world. is a most loved and well-known open-source server environment. AWS is a cloud-based server that doesn’t offer hosting with the physical server but uses the virtual server. At present, Node.js

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Host concurrent LLMs with LoRAX

AWS Machine Learning - AI

A solution for this is provided by an open source software tool called LoRAX that provides weight-swapping mechanisms for inference toward serving multiple variants of a base FM. The model card available with most open source models details the size of the model weights and other usage information.

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Enhance conversational AI with advanced routing techniques with Amazon Bedrock

AWS Machine Learning - AI

This post assesses two primary approaches for developing AI assistants: using managed services such as Agents for Amazon Bedrock , and employing open source technologies like LangChain. It is hosted on Amazon Elastic Container Service (Amazon ECS) with AWS Fargate , and it is accessed using an Application Load Balancer.