ai/ml

Visatronic: A Multimodal Decoder-Only Model for Speech Synthesis

The rapid progress of foundation models and large language models (LLMs) has fueled significantly improvement in the capabilities of machine…

1 month ago

AXLearn: Modular Large Model Training on Heterogeneous Infrastructure

We design and implement AXLearn, a production deep learning system that facilitates scalable and high-performance training of large deep learning…

1 month ago

Advanced fine-tuning methods on Amazon SageMaker AI

This post provides the theoretical foundation and practical insights needed to navigate the complexities of LLM development on Amazon SageMaker…

1 month ago

How Jina AI built its 100-billion-token web grounding system with Cloud Run GPUs

Editor’s note: The Jina AI Reader is a specialized tool that transforms raw web content from URLs or local files…

1 month ago

A Gaming GPU Helps Crack the Code on a Thousand-Year Cultural Conversation

Ceramics — the humble mix of earth, fire and artistry — have been part of a global conversation for millennia.…

1 month ago

Netflix Tudum Architecture: from CQRS with Kafka to CQRS with RAW Hollow

By Eugene Yemelyanau, Jake GriceIntroductionTudum.com is Netflix’s official fan destination, enabling fans to dive deeper into their favorite Netflix shows and…

1 month ago

New capabilities in Amazon SageMaker AI continue to transform how organizations develop AI models

As AI models become increasingly sophisticated and specialized, the ability to quickly train and customize models can mean the difference…

1 month ago

Self-reflective Uncertainties: Do LLMs Know Their Internal Answer Distribution?

This paper was accepted at the Workshop on Reliable and Responsible Foundation Models (RRFMs) Workshop at ICML 2025. Uncertainty quantification…

1 month ago

AWS AI infrastructure with NVIDIA Blackwell: Two powerful compute solutions for the next frontier of AI

Imagine a system that can explore multiple approaches to complex problems, drawing on its understanding of vast amounts of data,…

1 month ago

How to tap into natural language AI services using the Conversational Analytics API

AI is making it easier than ever to get clear, reliable answers from your data. With intelligent tools like the…

1 month ago