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Md Romyull Islam

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Preprint Aug 2026

AQLoRA: A Zero-Search Recipe for Fast Quantized LoRA Fine-Tuning

AQLoRA (Adaptive-Quantization LoRA), a recipe that reproduces Unsloth's hand-curated dynamic-4bit selection exactly, in seconds, where search-based allocation needs repeated calibration passes.

Md Romyull Islam · 0 citations