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

AWS Machine Learning - AI

Model Variants The current DeepSeek model collection consists of the following models: DeepSeek-V3 An LLM that uses a Mixture-of-Experts (MoE) architecture. These models retain their existing architecture while gaining additional reasoning capabilities through a distillation process. 12xlarge suitable for performance comparison.

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Can VPC Lattice replace AWS Transit Gateway?

Xebia

It is for this reason that the title of this blog post draws a comparison between VPC Lattice and AWS Transit Gateway. This resembles a familiar concept from Elastic Load Balancing. A target group can refer to Instances, IP addresses, a Lambda function or an Application Load Balancer. The answer is: maybe.

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Building Resilient Public Networking on AWS: Part 2

Xebia

Public Application Load Balancer (ALB): Establishes an ALB, integrating the previous SSL/TLS certificate for enhanced security. Architecture Overview The accompanying diagram illustrates the architecture of our deployed infrastructure, showcasing the relationships between key components.

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Network Architect vs Network Engineer

The Crazy Programmer

These accessories can be load balancers, routers, switches, and VPNs. To become a network architect, you need to complete a bachelor’s or masters in computer architecture or complete a networking certification. Keep taking backup of the data for safety purpose and store it in a safe place. Work Or Duties.

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Prepare Your Workloads for the New Workforce Architecture

Hypergrid

This is exactly why businesses must employ agility in their business architecture in order to remain flexible and adaptable during the event of global disruption. A redundant mesh architecture enforces network load balancing and provides multiple layers of resiliency. Corporate is the New Bottleneck.

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Advanced RAG patterns on Amazon SageMaker

AWS Machine Learning - AI

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

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Prepare Your Workloads for the New Workforce Architecture

CloudSphere

This is exactly why businesses must employ agility in their business architecture in order to remain flexible and adaptable during the event of global disruption. A redundant mesh architecture enforces network load balancing and provides multiple layers of resiliency. Corporate is the New Bottleneck.