13:31
2026-08-14
pub.towardsai.net
artificial-intelligence
Why Post-Training Compression Is a Losing LLM Battle
Post-training quantization (PTQ) of large language models fails under extreme low-bit constraints because dynamic activation outliers scale beyond 1⁰⁵, causing representation collapse, according to a …