A novel knowledge finetuning (KFT) framework that empowers large language models with specialized technical knowledge for innovation and patent generation.

• Addresses the critical gap in LLMs' ability to generate innovative technical concepts
• Combines massive pre-trained knowledge with domain-specific expertise
• Creates a specialized model for invention generation in engineering disciplines
• Integrates concept and IP generation processes that traditionally require deep technical understanding

This research significantly advances engineering innovation by providing AI-powered tools that can understand and generate advanced technical concepts, potentially accelerating R&D processes and patent development across industries.

Large Language Model for Patent Concept Generation