2 papers
cs.LG2025
MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems
Xinwu Ye, Chengfan Li, Siming Chen +2
Recent advances in large language models (LLMs) and vision-language models (LVLMs) have shown promise across many tasks, yet their scientific reasoning capabilities remain untested…
cs.DC2025
SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting
Jiaming Xu, Jiayi Pan, Yongkang Zhou +5
Early exiting has recently emerged as a promising technique for accelerating large language models (LLMs) by effectively reducing the hardware computation and memory access. In thi…