Saurav Muralidharan

Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning

LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing

LLM Pruning and Distillation in Practice

UNAST: Unified framework for Neural Architecture Search for Transformers

MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models

Compact Language Models via Pruning and Knowledge Distillation