Enhancing Large Multimodal Models with Adaptive Sparsity and KV Cache Compression

Te Zhang, Yuheng Li, Junxiang Wang +1

Large multimodal models (LMMs) have advanced significantly by integrating visual encoders with extensive language models, enabling robust reasoning capabilities. However, compressi…