From Global Benchmarks to Local Evaluations: Benchmarking LLMs for the German Public Sector

Excerpt

arXiv:2608.17827v1 Announce Type: new Abstract: Public institutions face a persistent challenge in selecting LLMs suited to their specific context. Existing benchmarks, however, are of limited use as they primarily reflect English-language and US-centric settings, and often only evaluate task performance. In this paper, we present first results of M\"OVE, a holistic evaluation framework for the German public sector, examining three rarely considered governance dimensions: energy consumption, pro