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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 21 of 22

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### [DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters](/lab-practices/other-labs/danish-foundation-models-papers/index.md)

Creator not supplied; see original source.

arXiv paper (2026) describing DFM Mimir v1, a 1B-parameter Danish open model.

Advanced–Expert · unknown · unknown resource · en 

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### [DeepSeek-V3 Technical Report](/lab-practices/other-labs/deepseek-v3-technical-report/index.md)

Creator not supplied; see original source.

arXiv paper (2024) DeepSeek-V3 Technical Report: MLA attention, DeepSeekMoE and FP8 training.

Advanced · unknown · unknown resource · en 

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### [deepset (German’s Next Language Model)](/lab-practices/other-labs/deepset-german-s-next-language-model/index.md)

Creator not supplied; see original source.

arXiv HTML version of deepset's German's Next Language Model paper (2020) on GBERT and GELECTRA.

Advanced–Expert · unknown · unknown resource · en 

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### [Eval awareness in Claude Opus 4.6's BrowseComp performance](/lab-practices/other-labs/eval-awareness-in-claude-opus-4-6-s-browsecomp-performance/index.md)

Creator not supplied; see original source.

Anthropic engineering post on Claude Opus 4.6 showing evaluation awareness on the BrowseComp benchmark.

Advanced · unknown · unknown resource · en 

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### [ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5](/lab-practices/other-labs/fal-multilexnorm-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2021) describing ÚFAL's system for multilingual lexical normalisation at MultiLexNorm 2021.

Advanced–Expert · unknown · unknown resource · en 

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### [GLM-4.5 ARC tech report](/lab-practices/other-labs/glm-4-5-arc-tech-report/index.md)

Creator not supplied; see original source.

arXiv paper (2025) GLM-4.5 technical report on Z.ai's agentic, reasoning and coding foundation models.

Advanced · unknown · unknown resource · en 

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### [Google DeepMind Publications](/lab-practices/other-labs/google-deepmind-papers/index.md)

Creator not supplied; see original source.

Google DeepMind publications index: research papers across AI and science.

Advanced · unknown · unknown resource · en 

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### [Latxa: An Open Language Model and Evaluation Suite for Basque](/lab-practices/other-labs/hitz-latxa-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2024) introducing Latxa, an open Basque language model and evaluation suite.

Advanced–Expert · unknown · unknown resource · en 

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### [Meltemi: The first open Large Language Model for Greek](/lab-practices/other-labs/ilsp-meltemi-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2024) introducing Meltemi, an open large language model for Greek.

Advanced–Expert · unknown · unknown resource · en 

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### [Mitigating Catastrophic Forgetting in Language Transfer via Model Merging](/lab-practices/other-labs/insait-branch-and-merge-paper/index.md)

Creator not supplied; see original source.

EMNLP 2024 Findings paper (INSAIT) on reducing catastrophic forgetting in language transfer via Branch-and-Merge model merging.

Advanced–Expert · unknown · unknown resource · en 

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### [GePpeTto Carves Italian into a Language Model](/lab-practices/other-labs/italianlp-geppetto-paper/index.md)

Creator not supplied; see original source.

CEUR-WS paper (PDF) presenting GePpeTto, an Italian GPT-2 language model.

Advanced–Expert · unknown · unknown resource · und 

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### [jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval](/lab-practices/other-labs/jina-ai-jina-embeddings-v4-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2025) introducing jina-embeddings-v4, universal multimodal multilingual embeddings.

Advanced–Expert · unknown · unknown resource · en 

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### [Swedish Whispers: Leveraging a Massive Speech Corpus for Swedish Speech Recognition](/lab-practices/other-labs/kblab-papers/index.md)

Creator not supplied; see original source.

arXiv paper (2025) by KBLab on Swedish Whisper models trained on a large Swedish speech corpus.

Advanced–Expert · unknown · unknown resource · en 

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### [Kimi K3: Open Frontier Intelligence](/lab-practices/other-labs/kimi-k3-open-frontier-intelligence/index.md)

Creator not supplied; see original source.

arXiv paper (2026) Kimi K3 technical report from Moonshot AI.

Advanced · unknown · unknown resource · en 

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### [Kling-Omni Technical Report](/lab-practices/other-labs/kuaishou-kling-omni-technical-report/index.md)

Creator not supplied; see original source.

arXiv HTML version of the Kling-Omni technical report (2025) on Kuaishou's video model architecture and training.

Advanced · unknown · unknown resource · en 

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### [LAION-5B: An open large-scale dataset for training next generation image-text models](/lab-practices/other-labs/laion-laion-5b-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2022) introducing LAION-5B, an open dataset of 5.85 billion image-text pairs.

Advanced–Expert · unknown · unknown resource · en 

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### [EXAONE 4.0](/lab-practices/other-labs/lg-exaone-4/index.md)

by [LG AI Research](https://github.com/LG-AI-EXAONE/EXAONE-4.0)

Official model guidance with reasoning and deployment examples.

Advanced · other · closed resource · en 

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### [LoRA Without Regret](/lab-practices/other-labs/lora-without-regret/index.md)

Creator not supplied; see original source.

Thinking Machines Lab post LoRA Without Regret: when LoRA matches full fine-tuning, with hyperparameter guidance.

Advanced · unknown · unknown resource · en 

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### [Luma Unified Models (Uni-1)](/lab-practices/other-labs/luma-unified-models-uni-1/index.md)

Creator not supplied; see original source.

Luma AI Uni-1 page: multimodal reasoning model that generates images.

Advanced · unknown · unknown resource · en 

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### [MERA paper](/lab-practices/other-labs/mera-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2024) introducing MERA, a benchmark for evaluating LLMs in Russian.

Advanced · unknown · unknown resource · en 

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### [MiniMax-M1 paper](/lab-practices/other-labs/minimax-m1-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2025) describing MiniMax-M1, scaling test-time compute with lightning attention.

Advanced · unknown · unknown resource · en 

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### [MiniMax-M2 repo](/lab-practices/chinese-labs/minimax-minimax-m2-repo/index.md)

by [MiniMax](https://github.com/MiniMax-AI/MiniMax-M2)

Examine MiniMax-M2's model release and agent-oriented evaluation report.

Advanced · CN · closed resource · en 

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### [MiniMax Sparse Attention](/lab-practices/other-labs/minimax-sparse-attention/index.md)

Creator not supplied; see original source.

arXiv paper (2026) describing MiniMax Sparse Attention, the attention design accompanying MiniMax-M3.

Advanced · unknown · unknown resource · en 

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### [Mistral AI Research](/lab-practices/other-labs/mistral-ai-research-publications/index.md)

Creator not supplied; see original source.

Mistral AI research page listing papers and technical reports on its language, speech, document and robotics models.

Advanced · unknown · unknown resource · en 

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### [Kimi K2 repo](/lab-practices/chinese-labs/moonshot-ai-kimi-k2-repo/index.md)

by [Moonshot AI](https://github.com/MoonshotAI/Kimi-K2)

Read the Kimi K2 model overview and deployment material.

Advanced · CN · closed resource · en 

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### [Muon is Scalable for LLM Training (Moonlight)](/lab-practices/other-labs/muon-is-scalable-for-llm-training-moonlight/index.md)

Creator not supplied; see original source.

arXiv paper (2025) by Moonshot AI showing the Muon optimizer scales to LLM training, with the Moonlight model.

Advanced · unknown · unknown resource · en 

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### [Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework](/lab-practices/other-labs/nask-polish-vision-language-adaptation-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2026) by NASK on annotation-efficient adaptation of vision-language models to Polish.

Advanced–Expert · unknown · unknown resource · en 

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### [CLOVA Tech Blog](/lab-practices/other-labs/naver-clova-tech-blog-state-aligned/index.md)

Creator not supplied; see original source.

NAVER CLOVA tech blog with technical posts on HyperCLOVA X models and their serving.

Advanced · unknown · unknown resource · en|ko 

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### [NorwAI's Large Language Models: Technical Report](/lab-practices/other-labs/norwai-ntnu-papers/index.md)

Creator not supplied; see original source.

arXiv paper (2026) technical report on NorwAI's Norwegian large language models.

Advanced–Expert · unknown · unknown resource · en 

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### [Nous Research blog](/lab-practices/other-labs/nous-research-blog/index.md)

Creator not supplied; see original source.

Nous Research blog with posts on Hermes models, the Psyche training network and research.

Advanced · unknown · unknown resource · en 

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### [GlórIA: A Generative and Open Large Language Model for Portuguese](/lab-practices/other-labs/nova-lincs-gl-ria-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2024) introducing GlórIA, an open generative language model for European Portuguese.

Advanced–Expert · unknown · unknown resource · en 

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### [OpenLLM-Ro: Technical Report on Open-source Romanian LLMs](/lab-practices/other-labs/openllm-ro-technical-report/index.md)

Creator not supplied; see original source.

arXiv paper (2024) technical report on OpenLLM-Ro, open-source Romanian LLMs.

Advanced–Expert · unknown · unknown resource · en 

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