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# Lab Practices for advanced learners

[Beginner](/lab-practices/beginner/index.md) [Intermediate](/lab-practices/intermediate/index.md) [Advanced](/lab-practices/advanced/index.md) [Expert](/lab-practices/expert/index.md)

687 resources · page 22 of 22

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### [Preferred Networks 日本語 technology blog](/lab-practices/other-labs/preferred-networks-technology-blog/index.md)

Creator not supplied; see original source.

Preferred Networks Japanese tech blog with research and engineering writeups by its staff.

Advanced · unknown · unknown resource · ja 

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### [Prime Intellect blog](/lab-practices/other-labs/prime-intellect-blog/index.md)

Creator not supplied; see original source.

Prime Intellect blog with posts on decentralised training, INTELLECT models and its Environments Hub.

Advanced · unknown · unknown resource · en 

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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)

Creator not supplied; see original source.

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

Advanced–Expert · unknown · unknown resource · en 

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

Creator not supplied; see original source.

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

Advanced · unknown · unknown resource · 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)

Creator not supplied; see original source.

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

Advanced–Expert · unknown · unknown resource · en 

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

Creator not supplied; see original source.

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

Advanced–Expert · unknown · unknown resource · en 

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

Creator not supplied; see original source.

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

Advanced · unknown · unknown resource · en 

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

Creator not supplied; see original source.

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

Advanced–Expert · unknown · unknown resource · 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)

Creator not supplied; see original source.

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

Advanced–Expert · unknown · unknown resource · 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)

Creator not supplied; see original source.

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

Advanced · unknown · unknown resource · ru 

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

Creator not supplied; see original source.

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

Advanced · unknown · unknown resource · en 

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

Creator not supplied; see original source.

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

Advanced–Expert · unknown · unknown resource · en 

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

Creator not supplied; see original source.

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

Advanced · unknown · unknown resource · 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)

Creator not supplied; see original source.

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

Advanced–Expert · unknown · unknown resource · en 

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### [GLM-4.5 repo](/lab-practices/chinese-labs/zhipu-z-ai-glm-4-5-repo/index.md)

by [Zhipu / Z.ai](https://github.com/zai-org/GLM-4.5)

Inspect GLM release information and usage examples in the official repository.

Advanced · CN · open resource · en 

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