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AMALIA-VL: New open-source vision-language model for European Portuguese released

Researchers have introduced AMALIA-VL, a new open-source vision and language model specifically designed for European Portuguese. Existing models often overlook or misrepresent this language variant. AMALIA-VL utilizes a high-resolution vision encoder and a language model optimized for European Portuguese, developed through a three-stage training process. The project aims to democratize the development of European Portuguese large vision and language models by releasing model weights, training data, and evaluation benchmarks. AI

IMPACT This release provides a dedicated resource for European Portuguese, potentially improving multimodal AI capabilities for this language group.

RANK_REASON The cluster describes the release of a new open-source model and associated data for a specific language variant, detailed in an arXiv paper. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CV →

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COVERAGE [1]

  1. arXiv cs.CV TIER_1 English(EN) · João Magalhães ·

    AMALIA-VL: A Native European Portuguese Open-Source Vision and Language Model

    Large Vision and Language Models (LVLMs) have advanced rapidly, yet European Portuguese (pt-PT) remains systematically underserved by existing open-source multimodal models, which either conflate it with Brazilian Portuguese or severely under-represent it in their training data m…