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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Łukasz Grzymkowski

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Open access 2026

FinetextPL-Edu: A High-Quality Polish Corpus for Large Language Model Pretraining via Educational Quality Filtering

This paper presents FinetextPL-Edu, a newly developed Polish pretraining corpus filtered for educational value, constructed from the Polish slices of FineWeb2 and FinePDFs. We train a language-specific quality classifier to score the full corpus, allowing for aggressive educational filtering. We show that the removal-r...

Marcel Kowalik, Milosz Poruba, Łukasz Grzymkowski et al. · 0 citations
Conference Aug 2026

Quantum Computing-Driven Optimization of Machine Learning Algorithms for Embedded Systems

The development of quantum technologies opens new possibilities for the optimization of machine learning (ML) algorithms. In this contribution, we report on the experimental use of quantum computing for training ML algorithms and models designed to be deployed for inference on embedded systems with limited computationa...

Michal A. Mankowski, Bartosz Zwoliński, Arkadiusz Lewandowski et al. · 0 citations

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