Unsloth's dynamic 4-bit quantization scheme uses layer-wise sensitivity analysis to allocate more bits (6-bit or 8-bit) to sensitive layers and fewer bits (3-bit or 4-bit) to insensitive layers, significantly reducing performance loss at the same model size compared to uniform quantization.