TRIM: Achieving Extreme Sparsity with Targeted Row-wise Iterative Metric-driven Pruning

Florentin Beck, William Rudman, Carsten Eickhoff

Large Language Models (LLMs) present significant computational and memory challenges due to their extensive size, making pruning essential for their efficient deployment. Existing…