Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks

arXiv:2403.01031v1 Announce Type: new
Abstract: Multimodal large language models (MLLMs) have proven effective in a wide range of tasks requiring complex reasoning and linguistic comprehension. However, due to a lack of high-quality multimodal resources in languages other than English, success of MLLMs remains relatively limited to English-based settings. This poses significant challenges in developing comparable models for other languages, including even those with large speaker populations such as Arabic. To alleviate this challenge, we introduce a comprehensive family of Arabic …

arabic arxiv benchmarks cs.ai cs.cl family language language models large language large language models multimodal peacock type