Arpit Singh Gautam

PRISM a diagnostic framework for parametric recall degradation in quantized large language models

Post-training quantization (PTQ) is the standard method for deploying large language models (LLMs), though it is widely assumed to degrade model quality uniformly. Although, this assumption masks how quantization uniquely affects different mechanisms, particularly the balance between a model’s internal parametric memor...