CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

Understand

The driving factors behind the development of large language models (LLMs) with impressive learning capabilities are their colossal model sizes and extensive training datasets.

• Along with the progress in natural language processing, LLMs have been frequently made accessible to the public to foster deeper investigation and applications.
• However, when it comes to training datasets for these LLMs, especially the recent state-of-the-art models, they are often not fully disclosed.
• Creating training data for high-performing LLMs involves extensive cleaning and deduplication to ensure the necessary level of quality.