Author

Nirmal Thomas

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Preprint Aug 2026

Language-Conditional Dequantization: Recovering What Quantization Steals from Non-English Languages

Language-Conditional Dequantization (LCD), a post-hoc method that attaches per-language rank-2 LoRA corrections to the linear layers of an already-quantized model, adding 0.12% parameters per language and training in under 20 minutes on a single GPU is proposed.

Nirmal Thomas · 0 citations