Accelerate Mixtral 8x7B pre-training with expert parallelism on Amazon SageMaker
Mixture of Experts (MoE) architectures for large language models (LLMs) have recently gained popularity due to their ability to increase...
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Generating fashion product descriptions by fine-tuning a vision-language model with SageMaker and Amazon Bedrock
In the world of online retail, creating high-quality product descriptions for millions of products is a crucial, but time-consuming task....
Quantum Mechanics Meets PCA: An (Un)expected Convergence | by Rodrigo Silva | May, 2024
How quantum states and PCA components connectPhoto by Dynamic Wang on UnsplashOne of the greatest gifts of maths is its...
How Dialog Axiata used Amazon SageMaker to scale ML models in production with AI Factory and reduced customer churn within 3 months
The telecommunications industry is more competitive than ever before. With customers able to easily switch between providers, reducing customer churn...
Aggregating Real-time Sensor Data with Python and Redpanda
Simple stream processing using Python and tumbling windowsImage by authorIn this tutorial, I want to show you how to downsample...
Build a Hugging Face text classification model in Amazon SageMaker JumpStart
Amazon SageMaker JumpStart provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and...
Generating Map Tiles with Rust. How easy is it to transition from… | by João Paulo Figueira | May, 2024
How easy is it to transition from Python to Rust?Photo by Diego García on UnsplashSometimes, you must display vast amounts...
Establishing an AI/ML center of excellence
The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. According...
A Complete Guide to BERT with Code | by Bradney Smith | May, 2024
History, Architecture, Pre-training, and Fine-tuningPart 4 in the “LLMs from Scratch” series — a complete guide to understanding and building...
Unleashing the power of generative AI: Verisk’s journey to an Instant Insight Engine for enhanced customer support
This post is co-written with Tom Famularo, Abhay Shah and Nicolette Kontor from Verisk. Verisk (Nasdaq: VRSK) is a leading...
Backpropagation Through Time — How RNNs Learn | by Egor Howell | May, 2024
An explanation of the backpropagation through time algorithm”https://www.flaticon.com/free-icons/neural-network" title=”neural network icons”>Neural network icons created by pojok d — Flaticon.Recurrent Neural...
Build generative AI applications with Amazon Titan Text Premier, Amazon Bedrock, and AWS CDK
Amazon Titan Text Premier, the latest addition to the Amazon Titan family of large language models (LLMs), is now generally...
Are GPTs Good Embedding Models. A surprising experiment to show that… | by Yu-Cheng Tsai | May, 2024
A surprising experiment to show that the devil is in the detailsImage by the author using DALL-EWith the growing number...
Building Generative AI prompt chaining workflows with human in the loop
Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories,...
Please Make This AI Less Accurate | by Kate Minogue | Apr, 2024
Demystifying the term “accuracy” in Data Science and Artificial IntelligenceAccuracy is one of those words that everyone intuitively assumes they...
