1 code implementation • 18 Mar 2024 • Qitian Jason Hu, Jacob Bieker, Xiuyu Li, Nan Jiang, Benjamin Keigwin, Gaurav Ranganath, Kurt Keutzer, Shriyash Kaustubh Upadhyay
To bridge this gap, we present RouterBench, a novel evaluation framework designed to systematically assess the efficacy of LLM routing systems, along with a comprehensive dataset comprising over 405k inference outcomes from representative LLMs to support the development of routing strategies.
1 code implementation • 15 Jan 2024 • Wenqi Wang, Jacob Bieker, Rossella Arcucci, César Quilodrán-Casas
In recent years, the convergence of data-driven machine learning models with Data Assimilation (DA) offers a promising avenue for enhancing weather forecasting.
no code implementations • 21 Nov 2023 • Risto Miikkulainen, Olivier Francon, Daniel Young, Elliot Meyerson, Clemens Schwingshackl, Jacob Bieker, Hugo Cunha, Babak Hodjat
How areas of land are allocated for different uses, such as forests, urban areas, and agriculture, has a large effect on the terrestrial carbon balance, and therefore climate change.
no code implementations • 10 Oct 2022 • Ben Dixon, María Pérez-Ortiz, Jacob Bieker
Solar PV yield nowcasting is used to help anticipate peaks and troughs in demand to support grid integration.