Richard Rutmann
Richard Rutmann has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Tokenization & segmentation; often with Abbas Goher Khan, Jan Ebert, Johannes Leveling.
OpenAlex · h-index 3 · 10 works · 41 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 75 times in our library · ⭐ Paper Stars ranking: #6742
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 2 worksMultilingual & cross-lingual NLP · 1 workTokenization & segmentation · 1 workEnglish · 1 work
💡 Concepts 2Key ideas and methods explained on our concept pages.Subword tokenization · 1 workTokenization · 1 work
Works by year
2020s
Papers
- Tokenizer Choice For LLM Training: Negligible or Crucial? (2024 · 104 citations)
Tokenizers are rarely examined when building LLMs. This paper asks whether the choice of tokenizer measurably affects decoder-only model quality and training cost, in both English-only and multilingual settings. The authors built two training corpora of 70B words each, with matched domain mixtures (80% web-crawled… - A Sovereign, Open-Source Foundation Model for German and English (2026 · 2 citations)
Soofi S 30B-A3B is a German–English base model built by a German research consortium. It targets three weaknesses of current open models: releases that share weights but hide how they were made, thin coverage of German in multilingual models, and the high serving cost of dense Transformers at long context. The team…
Co-authors here
- Abbas Goher Khan
- Jan Ebert
- Johannes Leveling
- Klaudia Thellmann
- Maurice Kraus
- Maximilian Idahl
- Mehdi Ali
- Michael Fromm
- Ruben Harle
- Sebastian Sztwiertnia
- Timm Heine Ruland
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/richard-rutmann/