Collaborative Performance Prediction for Large Language Models

Qiyuan Zhang, Fuyuan Lyu, Xue Liu +1

Comprehensively understanding and accurately predicting the performance of large language models across diverse downstream tasks has emerged as a pivotal challenge in NLP research.…