ai/ml

Improving model performance with PyTorch/XLA 2.6

For developers who want to use the PyTorch deep learning framework with Cloud TPUs, the PyTorch/XLA Python package is key,…

1 year ago

Compact Neural TTS Voices for Accessibility

Contemporary text-to-speech solutions for accessibility applications can typically be classified into two categories: (i) device-based statistical parametric speech synthesis (SPSS)…

1 year ago

DeepSeek-R1 model now available in Amazon Bedrock Marketplace and Amazon SageMaker JumpStart

Today, we are announcing that DeepSeek AI’s first-generation frontier model, DeepSeek-R1, is available through Amazon SageMaker JumpStart and Amazon Bedrock…

1 year ago

Deploy DeepSeek-R1 Distilled Llama models in Amazon Bedrock

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications…

1 year ago

Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models

Scaling the capacity of language models has consistently proven to be a reliable approach for improving performance and unlocking new…

1 year ago

The Cybernetic Enterprise

By Akshay Krishnaswamy & Ted MabreyThe AI revolution is emerging at a crucial time for the Western world. The geopolitical chessboard…

1 year ago

Develop a RAG-based application using Amazon Aurora with Amazon Kendra

Generative AI and large language models (LLMs) are revolutionizing organizations across diverse sectors to enhance customer experience, which traditionally would…

1 year ago

‘Embodied energy’ powers modular worm, jellyfish robots

In the same way that terrestrial life evolved from ocean swimmers to land walkers, soft robots are progressing, too, thanks…

1 year ago

Create a SageMaker inference endpoint with custom model & extended container

Amazon SageMaker provides a seamless experience for building, training, and deploying machine learning (ML) models at scale. Although SageMaker offers…

1 year ago

Elon Musk’s IQ and the Nature of Genius

TL;DR We followed up with the NotebookLM team on our article “What is Elon Musk's IQ?“ Image by Midjourney Podcast…

1 year ago