Fine-tune Llama 3 for text generation on Amazon SageMaker JumpStart
Generative artificial intelligence (AI) models have become increasingly popular and powerful, enabling a wide range of applications such as text...
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Heatmap for Confusion Matrix in Python | by Michał Marcińczuk, Ph.D. | Sep, 2024
One image can be worth thousands of words.Image by authorA confusion matrix is a convenient way to present the types...
How Vidmob is using generative AI to transform its creative data landscape
This post was co-written with Mickey Alon from Vidmob. Generative artificial intelligence (AI) can be vital for marketing because it...
Why Ratios Trump Raw Numbers in Business Health | by Shirley Bao, Ph.D. | Sep, 2024
Understanding ratios is key to unlocking deeper insights into your business’s health and driving smarter decision-makingImage by Jill Wellington from...
Evaluating prompts at scale with Prompt Management and Prompt Flows for Amazon Bedrock
As generative artificial intelligence (AI) continues to revolutionize every industry, the importance of effective prompt optimization through prompt engineering techniques...
The Evolution of Llama: From Llama 1 to Llama 3.1 | by Luís Roque | Sep, 2024
A Comprehensive Guide to the Advancements and Innovations in the Family of Llama Models from Meta AIThis post was co-authored...
Build powerful RAG pipelines with LlamaIndex and Amazon Bedrock
This post was co-written with Jerry Liu from LlamaIndex. Retrieval Augmented Generation (RAG) has emerged as a powerful technique for...
An Introduction to Bayesian A/B Testing | by Laurin Brechter | Sep, 2024
Gain better insights from your dataA/B testing, also known as split testing, allows businesses to experiment with different versions of...
Effectively manage foundation models for generative AI applications with Amazon SageMaker Model Registry
Generative artificial intelligence (AI) foundation models (FMs) are gaining popularity with businesses due to their versatility and potential to address...
Peer Review Demystified: What, Why, and How | by Shrey Pareek, PhD | Sep, 2024
Learnings as an AI & Robotics Associate Editor with 100 Peer ReviewsPhoto by Annie Spratt on UnsplashI will share what...
Deploy Amazon SageMaker pipelines using AWS Controllers for Kubernetes
Kubernetes is a popular orchestration platform for managing containers. Its scalability and load-balancing capabilities make it ideal for handling the...
Automated Prompt Engineering: The Definitive Hands-On Guide | by Heiko Hotz | Sep, 2024
Learn how to automate prompt engineering and unlock significant performance improvements in your LLM workloadImage by author — Created with...
Use LangChain with PySpark to process documents at massive scale with Amazon SageMaker Studio and Amazon EMR Serverless
Harnessing the power of big data has become increasingly critical for businesses looking to gain a competitive edge. From deriving...
Approximating Stochastic Functions with Multivariate Outputs | by Nicolas Arroyo Duran | Sep, 2024
A novel method for training generative machine learning modelsPin Movement Training — Image by AuthorYou can reproduce the experiments in...
Build a generative AI image description application with Anthropic’s Claude 3.5 Sonnet on Amazon Bedrock and AWS CDK
Generating image descriptions is a common requirement for applications across many industries. One common use case is tagging images with...
