Quantization on Tenu Tech Brief https://cluster-site.onrender.com/tags/quantization/ Recent content in Quantization on Tenu Tech Brief Hugo -- 0.146.0 en-us Thu, 26 Feb 2026 07:50:29 +0000 Kinetic-inductance-incorporated quantization for accurate Hamiltonian prediction in superconducting circuits https://cluster-site.onrender.com/posts/kinetic-inductance-incorporated-quantization-for-accurate-hamiltonian-prediction-in-superconducting-circuits/ Thu, 26 Feb 2026 07:32:53 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/mobiquant-mixture-of-bits-quantization-for-token-adaptive-elastic-llms/ Wed, 25 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/latmix-learnable-affine-transformations-for-microscaling-quantization-of-llms/ Mon, 23 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/edgenav-qe-qlora-quantization-and-dynamic-early-exit-for-lam-based-navigation-on-edge-devices/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/edgenav-qe-qlora-quantization-and-dynamic-early-exit-for-lam-based-navigation-on-edge-devices/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/second-quantization-and-the-kepler-problem/ Mon, 03 Nov 2025 08:51:55 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/half-quadratic-quantization-of-large-machine-learning-models/ Wed, 22 Oct 2025 12:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/half-quadratic-quantization-of-large-machine-learning-models/ Wed, 22 Oct 2025 12:00:00 +0000 https://cluster-site.onrender.com/posts/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