A Hugging Face blog post looks at tailoring the vocabulary of small language models to specific uses. According to the headline, the technique can lower inference costs by 77% in real applications.
NVIDIA presents Kumo Relational, a model for relational data. According to the headline, it beats supervised machine learning on such data without any training.
Google Research presents work on AI-assisted ultrasound for maternal care. The project targets frontline health settings.
Mistral and Nvidia are joining forces to use AI to speed up engineering simulations and industrial product design. The partnership pairs the French model maker with Nvidia on physics-based AI for manufacturers.
AI research lab Flapping Airplanes has raised $1 billion about a year after it was founded, at a $6 billion valuation according to Bloomberg. The lab has not yet released any commercial product.
NVIDIA has presented Kumo Forecast, a time-series forecasting approach. According to the title, it pairs pretrained time-series representations with retrieval of historical patterns and aims to keep its predictions interpretable.