Abstracts: July 18, 2024
Senior Researcher Arindam Mitra introduces AgentInstruct. Using raw data sources, the automated multi-agent framework can create diverse, high-quality synthetic data at scale for the post-training of small and large language models.
UniPrompt
UniPrompt provides a unified interface to prompt optimization. We have distilled common functions from different algorithms and provide a plug-n-play API to create new algorithms. It also provides an easy way to benchmark different prompt…
Research Focus: Week of July 15, 2024
Advancing time series analysis with multi-granularity guided diffusion model; An algorithm-system co-design for fast, scalable MoE inference; What makes a search metric successful in large-scale settings; learning to solve PDEs without simulated data.
Data-driven model improves accuracy in predicting EV battery degradation
Microsoft Research and Nissan Motor Corporation have collaborated to develop a machine learning model that improves the accuracy of predicting EV battery degradation by 80%. Learn how this collaboration supports long-term sustainability goals.
Jacaranda PROMPTS
An AI enabled digital health solution to address delays in maternal care seeking While being amongst the most developed African countries, Kenya still has one of the world’s highest maternal mortality rates (51x that of the…