ERNIE 4.5 21B A3B PT is a sparse mixture-of-experts model from Baidu that activates only 3 billion parameters at a time despite having 21 billion total, keeping inference costs low while preserving a broad knowledge base. It handles long contexts up to 128K tokens and shows particular strength in Chinese-language tasks, reflecting Baidu's deep investment in that linguistic domain.