The Devil Is in the Reconstruction Loss Scale: Rethinking Optimization in LLM Quantization.

arXiv:2610.00983v1 Announce Type: cross Abstract: Post-training quantization (PTQ) methods typically use sequential quantization that partitions a pre-trained LLM into a series of units (e.g., transformer blocks), with one unit quantized at each stage. State-o