Year: 2024

Unlock cost savings with the new scale down to zero feature in SageMaker Inference

Marc Karp

Today at AWS re:Invent 2024, we are excited to announce a new feature for Amazon SageMaker inference endpoints: the ability to scale SageMaker inference endpoints to zero instances. This long-awaited capability is a game changer for our customers using the power of AI and machine learning (ML) inference in the cloud.

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Unlock cost savings with the new scale down to zero feature in SageMaker Inference

Go Here to Read this Fast! Unlock cost savings with the new scale down to zero feature in SageMaker Inference

December 2, 2024
Supercharge your auto scaling for generative AI inference – Introducing Container Caching in SageMaker Inference

Wenzhao Sun

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. This innovation allows you to scale your models faster, observing up to 56% reduction in latency when scaling a new model copy and up to 30% when adding a model copy on a new instance. In this post, we explore the new Container Caching feature for SageMaker inference, addressing the challenges of deploying and scaling large language models (LLMs).

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Supercharge your auto scaling for generative AI inference – Introducing Container Caching in SageMaker Inference

Go Here to Read this Fast! Supercharge your auto scaling for generative AI inference – Introducing Container Caching in SageMaker Inference

December 2, 2024
Introducing Fast Model Loader in SageMaker Inference: Accelerate autoscaling for your Large Language Models (LLMs) – part 1

Lokeshwaran Ravi

Today at AWS re:Invent 2024, we are excited to announce a new capability in Amazon SageMaker Inference that significantly reduces the time required to deploy and scale LLMs for inference using LMI: Fast Model Loader. In this post, we delve into the technical details of Fast Model Loader, explore its integration with existing SageMaker workflows, discuss how you can get started with this powerful new feature, and share customer success stories.

Originally appeared here:
Introducing Fast Model Loader in SageMaker Inference: Accelerate autoscaling for your Large Language Models (LLMs) – part 1

Go Here to Read this Fast! Introducing Fast Model Loader in SageMaker Inference: Accelerate autoscaling for your Large Language Models (LLMs) – part 1

December 2, 2024
Introducing Fast Model Loader in SageMaker Inference: Accelerate autoscaling for your Large Language Models (LLMs) – Part 2

Melanie Li

In this post, we provide a detailed, hands-on guide to implementing Fast Model Loader in your LLM deployments. We explore two approaches: using the SageMaker Python SDK for programmatic implementation, and using the Amazon SageMaker Studio UI for a more visual, interactive experience. Whether you’re a developer who prefers working with code or someone who favors a graphical interface, you’ll learn how to take advantage of this powerful feature to accelerate your LLM deployments.

Originally appeared here:
Introducing Fast Model Loader in SageMaker Inference: Accelerate autoscaling for your Large Language Models (LLMs) – Part 2

Go Here to Read this Fast! Introducing Fast Model Loader in SageMaker Inference: Accelerate autoscaling for your Large Language Models (LLMs) – Part 2

December 2, 2024
Top 4 iMac Cyber Monday deals to grab before today’s sale ends

Looking to upgrade your desktop setup? Cyber Monday is the perfect opportunity to snag an iMac at a discount, with some of the year’s best deals on Apple’s powerful all-in-one computers.

Save up to $250 on Apple’s newest iMac with M4.

We’ve gathered the top iMac discounts available this Cyber Monday, so you can quickly identify the best choice for your budget and preferences. These deals are valid for only a few more hours and stock can sell out quickly, so if you’re ready to order, now is your chance.

M4 iMac deals

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Top 4 iMac Cyber Monday deals to grab before today’s sale ends

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Top 4 iMac Cyber Monday deals to grab before today’s sale ends

December 2, 2024
Coinbase Onboard adds Apple Pay for crypto purchases in third-party apps

Coinbase has added Apple Pay support to its Onramp payment feature for third-party apps, making it easier for iPhone owners to buy cryptocurrency from their devices.

Image credit: Coinbase

Coinbase Onramp is a tool for app developers that helps them enable users to buy cryptocurrencies rapidly. It is now supporting Apple Pay as a payment method for Coinbase Onramp, when used for fiat-to-crypto purchases.

For developers, Coinbase Onramp is intended as a way to simplify the process of users turning fiat currencies like dollars into cryptocurrencies. Typically, this is a lengthy process, which can require users to bounce between multiple apps, and deal with know-your-customer (KYC) identity verification.

Continue Reading on AppleInsider | Discuss on our Forums

Go Here to Read this Fast! Coinbase Onboard adds Apple Pay for crypto purchases in third-party apps

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Coinbase Onboard adds Apple Pay for crypto purchases in third-party apps

December 2, 2024
Audi levels up its EV game with the A6 e-tron but still makes unforced errors

Stephen Edelstein

Audi electrifies one of its longest-running nameplates to keep pace with rivals BMW and Mercedes-Benz.

Go Here to Read this Fast! Audi levels up its EV game with the A6 e-tron but still makes unforced errors

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Audi levels up its EV game with the A6 e-tron but still makes unforced errors

December 2, 2024
This $85 Cyber Monday soundbar/subwoofer will sell out soon

John Alexander

If you want a soundbar and subwoofer for just $85 this Cyber Monday, you really need to act now. It will sell out.

Go Here to Read this Fast! This $85 Cyber Monday soundbar/subwoofer will sell out soon

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This $85 Cyber Monday soundbar/subwoofer will sell out soon

December 2, 2024
How two apps are turning smartphones into navigation devices for the blind

Nadeem Sarwar

A team of researchers has built two apps that only need the sensors fitted inside a phone to help blind people navigate buildings. Here’s how they work.

Go Here to Read this Fast! How two apps are turning smartphones into navigation devices for the blind

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How two apps are turning smartphones into navigation devices for the blind

December 2, 2024
The Sonos Beam soundbar is 26% off through Cyber Monday

Michael Bizzaco

The Sonos Beam (Gen 2) is a powerful soundbar with excellent features and customizations. It’s also marked down to $370 for Cyber Monday.

Go Here to Read this Fast! The Sonos Beam soundbar is 26% off through Cyber Monday

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The Sonos Beam soundbar is 26% off through Cyber Monday

December 2, 2024

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