Large model training method and device, question and answer interaction method and device and medium

• Main Authors: QIU JINGYU, ZHANG MAOHONG
• Format: Patent
• Language: Chinese; English
• Published: 09.08.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

The invention relates to a large model training method and device, a question and answer interaction method and device and a medium. The large model training method comprises the steps of obtaining first field data; constructing a knowledge graph corresponding to the first field based on the first field data; performing first training on a large model based on the knowledge graph corresponding to the first field to obtain a first large model, and freezing a part of parameters of the first large model during the first training; and performing second training on the first large model based on the knowledge graph corresponding to the first field to obtain a trained second large model, and when the second training is performed, unfreezing at least part of the frozen parameters. According to the technical scheme, the knowledge graph corresponding to the first field is constructed by structuring the first field data, the large model is trained through the converted structured data, and the professionality and accur