Academic or research source. Check the methodology, sample size, and whether it's been replicated.
SPQ: An Ensemble Technique for Large Language Model Compression
This study presents an ensemble technique, SPQ (SVD-Pruning-Quantization), for large language model (LLM) compression that combines variance-retained singular value decomposition (SVD), activation-based pruning, and…
SPQ: An Ensemble Technique for Large Language Model Compression
TLDR
This study presents an ensemble technique, SPQ (SVD-Pruning-Quantization), for large language model (LLM) compression that combines variance-retained singular value decomposition (SVD), activation-based pruning, and…