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In the field of artificial intelligence, this article introduces the process and core technologies for automatically extracting knowledge graphs from long texts using large language models (LLMs).
When model parameters exceed the trillion level, MoE becomes almost the only choice. It perfectly balances the contradiction between model "capacity" and "computational cost".