AWS Weekly Roundup: AWS Parallel Computing Service, Amazon EC2 status checks, and more (September 2, 2024)
TutoSartup excerpt from this article:
Amazon EC2 status checks now support reachability health of attached EBS volumes – You can now use Amazon EC2 status checks to directly monitor if the Amazon EBS volumes attached to your instances are reachable and able to complete I/O operations... With this new status check, you can quickly detect attachment issues or volume impairments that may impact the performance of your applications ru...
Amazon EC2 status checks now support reachability health of attached EBS volumes – You can now use Amazon EC2 status checks to directly monitor if the Amazon EBS volumes attached to your instances are reachable and able to complete I/O operations... With this new status check, you can quickly detect attachment issues or volume impairments that may impact the performance of your applications ru...
Best practices for prompt engineering with Meta Llama 3 for Text-to-SQL use cases
TutoSartup excerpt from this article:
This segmentation allows Meta to deliver versatile solutions suitable for different hardware and application needs... They serve as versatile tools suitable for a wide range of applications and provide a solid foundation for further fine-tuning... For example, if you’re a financial customer and you have a MySQL database of customer data spanning multiple tables, you could use Meta Llama 3 model...
This segmentation allows Meta to deliver versatile solutions suitable for different hardware and application needs... They serve as versatile tools suitable for a wide range of applications and provide a solid foundation for further fine-tuning... For example, if you’re a financial customer and you have a MySQL database of customer data spanning multiple tables, you could use Meta Llama 3 model...
Implementing advanced prompt engineering with Amazon Bedrock
TutoSartup excerpt from this article:
Prompt engineering is the process of crafting these inputs, called prompts, that guide foundation models (FMs) and large language models (LLMs) to produce desired outputs... Prompt templates can also be used as a structure to construct prompts... By carefully formulating these prompts and templates, developers can harness the power of FMs, fostering natural and contextually appropriate exchanges ...
Prompt engineering is the process of crafting these inputs, called prompts, that guide foundation models (FMs) and large language models (LLMs) to produce desired outputs... Prompt templates can also be used as a structure to construct prompts... By carefully formulating these prompts and templates, developers can harness the power of FMs, fostering natural and contextually appropriate exchanges ...
Automatically replicate your card payment keys across AWS Regions
TutoSartup excerpt from this article:
In this blog post, I dive into a cross-Region replication (CRR) solution for card payment keys, with a specific focus on the powerful capabilities of AWS Payment Cryptography, showing how your card payment keys can be securely transported and stored... In today’s digital landscape, where online transactions have become an integral part of our daily lives, ensuring the seamless operation and sec...
In this blog post, I dive into a cross-Region replication (CRR) solution for card payment keys, with a specific focus on the powerful capabilities of AWS Payment Cryptography, showing how your card payment keys can be securely transported and stored... In today’s digital landscape, where online transactions have become an integral part of our daily lives, ensuring the seamless operation and sec...
Accelerate Generative AI Inference with NVIDIA NIM Microservices on Amazon SageMaker
TutoSartup excerpt from this article:
To deploy it on your own SageMaker account securely, you can pull the Docker container from the public Amazon Elastic Container Registry (Amazon ECR) container maintained by NVIDIA and re-upload it to your own private container: %%bash --out nim_image public_nim_image="public...0" nim_model="nim-llama3-8b-instruct" docker pull ${public_nim_image} account=$(aws sts get-caller-identity --query...
To deploy it on your own SageMaker account securely, you can pull the Docker container from the public Amazon Elastic Container Registry (Amazon ECR) container maintained by NVIDIA and re-upload it to your own private container: %%bash --out nim_image public_nim_image="public...0" nim_model="nim-llama3-8b-instruct" docker pull ${public_nim_image} account=$(aws sts get-caller-identity --query...
Celebrating the final AWS DeepRacer League championship and road ahead
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The AWS DeepRacer League is the world’s first autonomous racing league, open to everyone and powered by machine learning (ML)... AWS DeepRacer brings builders together from around the world, creating a community where you learn ML hands-on through friendly autonomous racing competitions... As we celebrate the achievements of over 560,000 participants from more than 150 countries who sharpened th...
The AWS DeepRacer League is the world’s first autonomous racing league, open to everyone and powered by machine learning (ML)... AWS DeepRacer brings builders together from around the world, creating a community where you learn ML hands-on through friendly autonomous racing competitions... As we celebrate the achievements of over 560,000 participants from more than 150 countries who sharpened th...
Advancing cloud platform operations and reliability with optimization algorithms
TutoSartup excerpt from this article:
This is an example of an optimization problem, an industry concept that revolves around finding the best way to allocate resources, manage workloads, and ensure performance while keeping costs low and adhering to various constraints... I’ve asked Rohit Pandey, Principal Data Scientist Manager, and Akshay Sathiya, Data Scientist, from the Azure Core Insights Data Science Team to discuss a...
This is an example of an optimization problem, an industry concept that revolves around finding the best way to allocate resources, manage workloads, and ensure performance while keeping costs low and adhering to various constraints... I’ve asked Rohit Pandey, Principal Data Scientist Manager, and Akshay Sathiya, Data Scientist, from the Azure Core Insights Data Science Team to discuss a...