LoRA-PAR Partitioned Training Achieves Half Parameter Usage and SOTA Performance Improvement!

LoRA-PAR Partitioned Training Achieves Half Parameter Usage and SOTA Performance Improvement!

Click the card below to follow「AI Vision Engine」public account ( Please add a note: direction + school/company + nickname/name ) Large-scale generative models like DeepSeekR1 and OpenAI-O1 benefit greatly from Chain of Thought (CoT) reasoning; however, improving their performance often requires massive datasets, large model sizes, and full parameter fine-tuning. While Parameter-Efficient Fine-Tuning (PEFT) helps … Read more

What is the ‘Fuzzy Trace Theory’ in Nursing Theory? Exploring Its Principles, Applications, and Future Research Potential

What is the 'Fuzzy Trace Theory' in Nursing Theory? Exploring Its Principles, Applications, and Future Research Potential

Recently, Liu Siyu and other scholars published a review article titled “Research Progress on Shared Decision-Making in Clinical Nursing from the Perspective of Fuzzy Trace Theory” in the Journal of Nursing in 2025. The authors pointed out that the Fuzzy Trace Theory (fuzzy-trace theory) as a medical decision-making theory can help patients distill core points … Read more