TIgrinyaLargeTextDataset is a large-scale collection of Tigrinya language articles designed for training Large Language Models (LLMs) and other Natural Language Processing (NLP) tasks. This dataset addresses the critical need for high-quality Tigrinya language resources in the machine learning community.