Quantization

Kinetic-inductance-incorporated quantization for accurate Hamiltonian prediction in superconducting circuits

• Abstract We propose an improved method for quantizing superconducting circuits that incorporates material- and geometry-dependent kinetic inductance • Our approach models thin su

MoBiQuant: Mixture-of-Bits Quantization for Token-Adaptive Elastic LLMs

• Computer Science > Machine Learning [Submitted on 21 Feb 2026] Title:MoBiQuant: Mixture-of-Bits Quantization for Token-Adaptive Elastic LLMs View PDF HTML (experimental)Abstract:

LATMiX: Learnable Affine Transformations for Microscaling Quantization of LLMs

• Computer Science > Machine Learning [Submitted on 4 Feb 2026] Title:LATMiX: Learnable Affine Transformations for Microscaling Quantization of LLMs View PDF HTML (experimental)Abs

EdgeNav-QE: QLoRA Quantization and Dynamic Early Exit for LAM-based Navigation on Edge Devices

• Computer Science > Robotics [Submitted on 12 Jan 2026] Title:EdgeNav-QE: QLoRA Quantization and Dynamic Early Exit for LAM-based Navigation on Edge Devices View PDF HTML (experim

EdgeNav-QE: QLoRA Quantization and Dynamic Early Exit for LAM-based Navigation on Edge Devices

• Computer Science > Robotics [Submitted on 12 Jan 2026] Title:EdgeNav-QE: QLoRA Quantization and Dynamic Early Exit for LAM-based Navigation on Edge Devices View PDF HTML (experim

Second Quantization and the Kepler Problem

• The n-Category Café Skip to the Main Content Note:These pages make extensive use of the latest XHTML and CSSStandards. • They ought to look great in any standards-compliant moder

Half-Quadratic Quantization of large machine learning models

• Editor’s note: We are republishing a blog post from the Mobius team, originally published in 2023, that introduced a now widely used quantization algorithm. • We plan to continue

Half-Quadratic Quantization of large machine learning models

• Editor’s note: We are republishing a blog post from the Mobius team, originally published in 2023, that introduced a now widely used quantization algorithm. • We plan to continue