dequantization

This paper introduces Language-Conditional Dequantization (LCD), a post-hoc method that adds per-language low-rank LoRA corrections to quantized LLMs to recover multilingual performance lost during English-calibrated quantization, showing significant perplexity and accuracy improvements on non-English languages.