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cs.CL2024
MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models
Hongrong Cheng, Miao Zhang, Javen Qinfeng Shi
As Large Language Models (LLMs) grow dramatically in size, there is an increasing trend in compressing and speeding up these models. Previous studies have highlighted the usefulnes…
cs.CV2024★ 1 cited
Configurable Fairness: Direct Optimization of Parity Metrics via Vision-Language Models
Miao Zhang, Rumi Chunara
Performance disparities of image recognition across demographic groups are known to exist in deep learning-based models, due to imbalanced group representations or spurious correla…