---
id: "/foundation-models-labs/advanced/page/22/"
title: "Foundation models & labs for advanced learners · page 22"
url: "https://skillissue.dev/foundation-models-labs/advanced/page/22/"
---

# Foundation models & labs for advanced learners

[Beginner](/foundation-models-labs/beginner/index.md) [Intermediate](/foundation-models-labs/intermediate/index.md) [Advanced](/foundation-models-labs/advanced/index.md) [Expert](/foundation-models-labs/expert/index.md)

684 resources · page 22 of 22

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### [Samrómur Milljón: An ASR Corpus of One Million Verified Read Prompts in Icelandic](/lab-practices/other-labs/reykjavik-language-and-voice-lab-papers/index.md)

by [Carlos Daniel Hernández Mena et al. (Reykjavik University Language and Voice Lab)](https://lvl.ru.is/)

LREC-COLING 2024 paper presenting Samrómur Milljón, an Icelandic ASR corpus of one million validated read prompts.

Advanced–Expert learning_resource paper Iceland en 

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### [Sakana blog](/lab-practices/other-labs/sakana-blog/index.md)

by [Sakana AI](https://sakana.ai/)

Sakana AI blog with research posts on evolutionary model merging, agents and its Fugu models, partly in Japanese.

Advanced learning_resource blog JP en 

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### [ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget](/lab-practices/other-labs/sapienza-nlp-relik-paper/index.md)

by [Riccardo Orlando et al. (Sapienza University of Rome)](https://www.uniroma1.it)

arXiv paper (2024) introducing ReLiK, fast entity linking and relation extraction by Sapienza NLP.

Advanced–Expert learning_resource paper Italy en 

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### [SEQUOR: A Multi-Turn Benchmark for Realistic Constraint Following](/lab-practices/other-labs/sardine-sequor-paper/index.md)

by [Beatriz Canaverde et al. (Instituto de Telecomunicações)](https://www.it.pt/)

arXiv paper (2026) introducing SEQUOR, a multi-turn benchmark for realistic constraint following.

Advanced–Expert learning_resource paper Portugal en 

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### [SmolLM3 model card](/lab-practices/other-labs/smollm3-model-card/index.md)

by [Hugging Face Smol Models Research](https://huggingface.co/HuggingFaceTB)

Hugging Face model card for SmolLM3-3B with architecture, training details and evaluation results.

Advanced learning_resource docs US; France; international en 

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### [Bielik v3 Small: Technical Report](/lab-practices/other-labs/speakleash-bielik-v3-small-paper/index.md)

by [Krzysztof Ociepa et al. (SpeakLeash)](https://speakleash.org/)

arXiv paper (2025) Bielik v3 Small technical report on SpeakLeash's small Polish language models.

Advanced–Expert learning_resource paper Poland en 

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### [Apertus: Democratizing Open and Compliant LLMs for Global Language Environments](/lab-practices/other-labs/swiss-ai-initiative-papers/index.md)

by [Project Apertus (Swiss AI Initiative)](https://www.swiss-ai.org/)

arXiv paper (2025) introducing Apertus, the Swiss AI Initiative's open and compliant multilingual LLMs.

Advanced–Expert learning_resource paper Switzerland en 

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### [T-Pro 2.1 instruction-following and tool-calling report](/lab-practices/other-labs/t-pro-2-1-instruction-following-and-tool-calling-report/index.md)

by [T-Bank](https://www.tbank.ru/)

T-Bank Habr article in Russian on T-Pro 2.1 improvements to instruction following and tool calling.

Advanced learning_resource paper Russia ru 

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### [Connectionism (Thinking Machines Lab)](/lab-practices/other-labs/thinking-machines-blog/index.md)

by [Thinking Machines Lab](https://thinkingmachines.ai/)

Thinking Machines Lab blog Connectionism, with research posts on training, numerics and infrastructure experiments.

Advanced learning_resource blog West en 

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### [Pretraining Finnish ModernBERTs](/lab-practices/other-labs/turkunlp-papers/index.md)

by [Akseli Reunamo et al. (University of Turku)](https://www.utu.fi)

arXiv paper (2025) by TurkuNLP on pretraining Finnish ModernBERT encoder models.

Advanced–Expert learning_resource paper Finland en 

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### [UK AISI work](/lab-practices/other-labs/uk-aisi-work/index.md)

by [UK AI Security Institute](https://www.aisi.gov.uk/)

UK AI Security Institute work page listing its research, evaluations and blog posts.

Advanced learning_resource docs UK en 

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### [Vikhr: The Family of Open-Source Instruction-Tuned Large Language Models for Russian](/lab-practices/other-labs/vikhr-research-paper-v-model-documentation/index.md)

by [Aleksandr Nikolich et al. (ITMO University)](https://en.itmo.ru/)

arXiv paper (2024) introducing Vikhr, a family of open instruction-tuned Russian language models.

Advanced–Expert learning_resource paper CN/RU en 

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