Search Results for author: Philipp Ross

Found 3 papers, 1 papers with code

Expert Router: Orchestrating Efficient Language Model Inference through Prompt Classification

no code implementations22 Apr 2024 Josef Pichlmeier, Philipp Ross, Andre Luckow

Large Language Models (LLMs) have experienced widespread adoption across scientific and industrial domains due to their versatility and utility for diverse tasks.

Language Modelling

Application-Oriented Benchmarking of Quantum Generative Learning Using QUARK

2 code implementations8 Aug 2023 Florian J. Kiwit, Marwa Marso, Philipp Ross, Carlos A. Riofrío, Johannes Klepsch, Andre Luckow

Benchmarking of quantum machine learning (QML) algorithms is challenging due to the complexity and variability of QML systems, e. g., regarding model ansatzes, data sets, training techniques, and hyper-parameters selection.

Benchmarking Quantum Machine Learning

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