Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

Survival of the fittest. Nature red in tooth and claw. The common view of natural selection is based solely on the individual: A trait allows an organism to out-compete its rivals and is thus passed ...

BACKGROUND: Mental stress-induced myocardial ischemia is often clinically silent and associated with increased cardiovascular risk, particularly in women. Conventional ECG-based detection is limited, ...

Vladimir Zakharov explains how DataFrames serve as a vital tool for data-oriented programming in the Java ecosystem. By ...

Abstract: Multiple response optimization (MRO) aims to obtain an optimal solution by optimizing several responses simultaneously for quality improvement. The preference parameters in the traditional ...

During experiments with OpenHands and Ollama (using the openai adapter), it was observed that Ollama generates multiple batches for a single multi-turn prompt (see documentation here). When functions ...

Functions are the building blocks of Python programs. They let you write reusable code, reduce duplication, and make projects easier to maintain. In this guide, we’ll walk through all the ways you can ...

1 Xinjiang Agricultural University, Urumqi, Xinjiang, China 2 Xinjiang Changji National Agricultural High-tech Industry Demonstration Zone, Changji, Xinjiang, China Background: Hu sheep, a key meat ...

We do find, though, that it can be very beneficial to run multiple runs of L-BFGS-B with different initial parameters/conditions, and the functions that we evaluate are parallelizable (torch models ...

Objective: Hypertensive disorders of pregnancy (HDP) significantly affect both maternal and fetal health, with uterine artery hemodynamic parameters playing a critical role in assessing fetal ...