MOONSHOT : A Framework for Multi-Objective Pruning of Vision and Large Language Models

Develop an open-source framework that combines multiple objectives (Taylor approximation + layer-wise reconstruction) for one-shot pruning. This provides a more robust way to compress LLMs without retraining cycles.

Suggested repo: moonPrune

"One-shot model compression that actually keeps performance."

Estimated effort: 80h