Foundation models & labs for expert learners
592 resources · page 19 of 19
LAION-5B: An open large-scale dataset for training next generation image-text models
by Christoph Schuhmann et al. (LAION)
arXiv paper (2022) introducing LAION-5B, an open dataset of 5.85 billion image-text pairs.
Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework
by Grzegorz Statkiewicz et al. (NASK National Research Institute)
arXiv paper (2026) by NASK on annotation-efficient adaptation of vision-language models to Polish.
NorwAI's Large Language Models: Technical Report
by Jon Atle Gulla et al. (NTNU)
arXiv paper (2026) technical report on NorwAI's Norwegian large language models.
GlórIA: A Generative and Open Large Language Model for Portuguese
by Ricardo Lopes et al. (NOVA LINCS, NOVA University Lisbon)
arXiv paper (2024) introducing GlórIA, an open generative language model for European Portuguese.
OpenLLM-Ro: Technical Report on Open-source Romanian LLMs
by Mihai Masala et al. (National University of Science and Technology POLITEHNICA Bucharest)
arXiv paper (2024) technical report on OpenLLM-Ro, open-source Romanian LLMs.
Samrómur Milljón: An ASR Corpus of One Million Verified Read Prompts in Icelandic
by Carlos Daniel Hernández Mena et al. (Reykjavik University Language and Voice Lab)
LREC-COLING 2024 paper presenting Samrómur Milljón, an Icelandic ASR corpus of one million validated read prompts.
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget
by Riccardo Orlando et al. (Sapienza University of Rome)
arXiv paper (2024) introducing ReLiK, fast entity linking and relation extraction by Sapienza NLP.
SEQUOR: A Multi-Turn Benchmark for Realistic Constraint Following
by Beatriz Canaverde et al. (Instituto de Telecomunicações)
arXiv paper (2026) introducing SEQUOR, a multi-turn benchmark for realistic constraint following.
Bielik v3 Small: Technical Report
by Krzysztof Ociepa et al. (SpeakLeash)
arXiv paper (2025) Bielik v3 Small technical report on SpeakLeash's small Polish language models.
Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
by Project Apertus (Swiss AI Initiative)
arXiv paper (2025) introducing Apertus, the Swiss AI Initiative's open and compliant multilingual LLMs.
Pretraining Finnish ModernBERTs
by Akseli Reunamo et al. (University of Turku)
arXiv paper (2025) by TurkuNLP on pretraining Finnish ModernBERT encoder models.
Vikhr: The Family of Open-Source Instruction-Tuned Large Language Models for Russian
by Aleksandr Nikolich et al. (ITMO University)
arXiv paper (2024) introducing Vikhr, a family of open instruction-tuned Russian language models.
LAION blog
by LAION
LAION blog with posts on open datasets, models and research from the non-profit behind LAION-5B.
Meshy T2: Fast Native Mesh Generation with Flow Matching
arXiv paper (2026) describing Meshy T2, fast native mesh generation with flow matching.
NVIDIA NeMo framework documentation
by NVIDIA
NVIDIA NeMo Framework user guide: training and customising LLMs and multimodal models with parallelism and mixed precision.
Physical Intelligence blog
Physical Intelligence blog with research posts on its π0 family of robot foundation models.