When Bigger Becomes Brittle: Why Compression Hurts More as Language Models Scale

Gautam Gupta, Dikshant Kukreja, Unique Kumar +7

Quantization and pruning reduce the cost of deploying language models, but their effects are usually reported as benchmark scores. Such scores record only the loss that remains at…