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Beyond Leaderboards: A Method for Application-Specific Capability Profiling of Large Language Models

Oleg Grynets et al.
arXiv CS · Papers
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software-architecturesoftware-engineeringtesting
Public leaderboards rank large language models (LLMs) in general, but an engineer has to choose a model for a specific application, architecture and cost. This paper presents a method for application-specific capability profiling of LLMs and its realization as a containerized testbed. The method tre
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