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quantization

Synonyms

Noun

1. quantisation

2. division

Usage
Mixed precision quantization based on information entropy - Nature
Cost Optimized Vector Database: Introduction to Amazon OpenSearch Service quantization techniques - Amazon Web Services
Advances to low-bit quantization enable LLMs on edge devices - Microsoft
Enhancements for Mapping More Data, More Efficiently in the Browser - Esri
A popular technique to make AI more efficient has drawbacks - TechCrunch
Quantum simulations of chemistry in first quantization with any basis set | npj Quantum Information - Nature
Elastic Introduces Better Binary Quantization Technique in Elasticsearch - Business Wire
Dnotitia and Hanyang University Launch Open-Source Platform Benchmarking AI Quantization - AiThority
Phonon Landau Quantization and Enhanced Lifetime in Deformed Graphene - ACS Publications
LLMs No Longer Require Powerful Servers: Researchers from MIT, KAUST, ISTA, and Yandex Introduce a New AI Approach to Rapidly Compress Large Language Models without a Significant Loss of Quality - MarkTechPost
Optimizing Contextual Speech Recognition Using Vector Quantization for Efficient Retrieval - Apple Machine Learning Research
Ps and Qs: Quantization-Aware Pruning for Efficient Low Latency Neural Network Inference - Frontiers
Quantizing Neural Network Models - Towards Data Science
Honey, I shrunk the LLM! A beginner's guide to quantization – and testing it - theregister.com
MetaQ: fast, scalable and accurate metacell inference via single-cell quantization - Nature
Ensemble probabilistic quantization encoding for information preservation of numerical variables in convolutional neural networks - Nature
Optimising TinyML with quantization and distillation of transformer and mamba models for indoor localisation on edge devices - Nature
Quantum simulation of realistic materials in first quantization using non-local pseudopotentials - Nature
Heatwave magnitude quantization and impact factors analysis over the Tibetan Plateau - Nature
Inhomogeneous coupling induced quantized distribution of photonic states in Kagome lattices across different Landau levels | Communications Physics - Nature
Quantization with DirectML helps you scale further on Windows - Windows Blog
Landau-Level Quantization and Band Splitting of FeSe Monolayers Revealed by Scanning Tunneling Spectroscopy - ACS Publications
Towards the quantized anomalous Hall effect in AlO - Nature
Amazon SageMaker launches the updated inference optimization toolkit for generative AI | Amazon Web Services - Amazon Web Services
Superconductivity and quantized anomalous Hall effect in rhombohedral graphene - Nature
$${\mathbb{Z}}/2$$ topological invariants and the half quantized Hall effect | Communications Physics - Nature
Quantized current steps due to the synchronization of microwaves with Bloch oscillations in small Josephson junctions - Nature
A novel ECG compression algorithm using Pulse-Width Modulation integrated quantization for low-power real-time monitoring - Nature
Integer‐Sheet‐Pump Quantization for Hexahedral Meshing - Brückler - 2024 - Computer Graphics Forum - Wiley Online Library
Keysight Introduces Quantum Circuit Simulation the First Circuit Environment with Frequency-Domain Flux Quantization - Business Wire
(PDF) Topological Quantization of the Fine-Structure Constant in Torsion-Compactified Spacetime - ResearchGate
Quantized redshift and challenges to Big Bang hypothesis - Phys.org
Google DeepMind Researchers Propose Matryoshka Quantization: A Technique to Enhance Deep Learning Efficiency by Optimizing Multi-Precision Models without Sacrificing Accuracy - MarkTechPost
The Ultimate Handbook for LLM Quantization - Towards Data Science
What is model quantization? Smaller, faster LLMs - InfoWorld
Fig. 5. 2-bit symmetric quantization : optimal input distribution and... - ResearchGate
Non-equilibrium excited-state fractionally quantized Hall effects observed via current bias spectroscopy - Nature
Load vector embeddings up to 67x faster with pgvector and Amazon Aurora | Amazon Web Services - Amazon Web Services
Nonlinear parametric generation and optical vortex transfer in graphene ensemble under Landau quantization - Nature
Stirring the false vacuum via interacting quantized bubbles on a 5,564-qubit quantum annealer - Nature
Increased LLM Vulnerabilities from Fine-tuning and Quantization: Conclusion and References - HackerNoon
Quantization Space Utilization Rate (QSUR): A Novel Post-Training Quantization Method Designed to Enhance the Efficiency of Large Language Models (LLMs) - MarkTechPost
Fig. 2. Illustration of quantization framework on the VGG-16 model. In... - ResearchGate
This AI Paper Explores Quantization Techniques and Their Impact on Mathematical Reasoning in Large Language Models - MarkTechPost
R^2: Range Regularization for Model Compression and Quantization - Apple Machine Learning Research
Interplay of Landau Quantization and Interminivalley Scatterings in a Weakly Coupled Moiré Superlattice - ACS Publications
AI efficiency technique faces critical limits, quantization may harm performance - Digital Watch Observatory
Meta AI Releases New Quantized Versions of Llama 3.2 (1B & 3B): Delivering Up To 2-4x Increases in Inference Speed and 56% Reduction in Model Size - MarkTechPost
Foliation, Jet Bundle and Quantization of Einstein Gravity - Frontiers
Meta Releases Quantized Llama 3.2 with 4x Inference Speed on Android Phones - Analytics India Magazine
Cornell Researchers Introduce QTIP: A Weight-Only Post-Training Quantization Algorithm that Achieves State-of-the-Art Results through the Use of Trellis-Coded Quantization (TCQ) - MarkTechPost
A fine-tuning enhanced RAG system with quantized influence measure as AI judge - Nature
Chemical Reaction Simulator on Quantum Computers by First Quantization (II)─Basic Treatment: Implementation - ACS Publications
Microsoft AI Researchers Introduce Advanced Low-Bit Quantization Techniques to Enable Efficient LLM Deployment on Edge Devices without High Computational Costs - MarkTechPost
Increased LLM Vulnerabilities from Fine-tuning and Quantization: Abstract and Introduction - HackerNoon
Neural Magic Releases Fully Quantized FP8 Version of Meta’s Llama 3.1 405B Model: FP8 Dynamic Quantization and FP8 Static Quantization - MarkTechPost
Figure 3. Integer-arithmetic-only quantization - ResearchGate
Fig. 1. Integration of multi-pitch detection and rhythm quantization... - ResearchGate
SVDQuant: A Novel 4-bit Post-Training Quantization Paradigm for Diffusion Models - MarkTechPost
To what extent does quantization error affect the efficiency of AI systems compared to that of human brain - ResearchGate
(PDF) Theorem of Energy Quantization - ResearchGate
Fig. 2. Examples of uniform quantization methods: 8-bit (a) symmetric... - ResearchGate
The Future of AI Development: Trends in Model Quantization and Efficiency Optimization - Unite.AI
Optimized quantization parameter selection for video-based point cloud compression - Frontiers
Figure 7: Illustration for Product Quantization Method - ResearchGate
Figure 3. Illustration of quantization framework based on the... - ResearchGate
Figure 1. Integer quantization CNN accelerator architecture diagram.... - ResearchGate
(PDF) Quantization of electric charge, the neutrino, and generation universality - ResearchGate
Multi-Scale Neural Audio Codec (SNAC): An Wxtension of Residual Vector Quantization that Uses Quantizers Operating at Multiple Temporal Resolutions - MarkTechPost
Spacetime Quantization: From Ricci to Berry Curvature and Its Role in - ResearchGate
FLUTE: A CUDA Kernel Designed for Fused Quantized Matrix Multiplications to Accelerate LLM Inference - MarkTechPost
Efficient Quantization-Aware Training (EfficientQAT): A Novel Machine Learning Quantization Technique for Compressing LLMs - MarkTechPost
Direct flipping dynamics and quantized enrichment of chirality at single-molecule resolution - Science | AAAS
YOLOv5 quantization results with 8-bit and 4-bit integers for the proposed USPIQ and other previous works. - ResearchGate
FIGURE 8: CLIPQ combines pruning and quantization in a single framework. - ResearchGate
Figure 8: Visual results for the ‘Barbara’ image with JPEG quantization... - ResearchGate
FIGURE 4: Pruning and quantization architecture for transformer models. - ResearchGate
QoQ and QServe: A New Frontier in Model Quantization Transforming Large Language Model Deployment - MarkTechPost
Quantized polarization and Majorana fermions beyond tenfold classification | Communications Physics - Nature
Figure 3. (a) 8-bit symmetric quantization procedure that reserves... - ResearchGate
(PDF) SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search - ResearchGate
Quantization avoids saddle points in distributed optimization - PNAS
Eliminating Vector Quantization: Diffusion-Based Autoregressive AI Models for Image Generation - MarkTechPost
Detection and Quantization of Bearing Fault in Direct Drive Wind Turbine via Comparative Analysis - Wiley Online Library
VQ4DiT: A Fast Post-Training Vector Quantization Method for DiTs (Diffusion Transformers Models) - MarkTechPost
Quantization Framework for Fast Spiking Neural Networks - Frontiers
Quantization and LLMs – Condensing models to manageable sizes - Data Science Central
Quantization of events in the event-universe and the emergence of quantum mechanics - Nature
Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors - Nature
Quantization and its breakdown in a Hubbard–Thouless pump - Nature
Figure 1. Quantization: Turn the 32-bit floating-point neural network... - ResearchGate
Illustration of the output-stationary dataflow that is commonly adopted by the prior SNN accelerators - ResearchGate
NOVA: A Novel Video Autoregressive Model Without Vector Quantization - MarkTechPost
Figure 1. ResNet-50 quantized models on a latency-accuracy plane.... - ResearchGate
Landau quantization and highly mobile fermions in an insulator - Nature
Quantization of linear acoustic and elastic wave models in characterizations of isomorphism - Nature
Quantize Llama models with GGUF and llama.cpp - Towards Data Science
4-bit Quantization with GPTQ - Towards Data Science
Energy-participation quantization of Josephson circuits - Nature
The AQLM Quantization Algorithm, Explained - Towards Data Science
Foreign Language Equivalents
Foreign Language Equivalents of 'quantization'
Language Equivalent   Language Equivalent
French    Spanish
Misspellings - Typos
quanttization,   quantziation,   quantizatoin,   quantizatiob,   quantizatiin,   qauntization,   quuantization,   quantiaztion,   quanntization,   quantizatioon,   qyantization,   quantiation,   quantizaion,   quantiization,   quantizatiion,   quanitzation,   quanization,   quantizstion,   quantizarion,   quantizatino,   quantizatiom,   qusntization,   quantizatuon,   quantizayion,   quanyization,   quantixation,   quabtization,   quamtization,   quantizatipn,   quantizaton,   qquantization,   quantizzation,   quantizaiton,   quantizaation,   quantzation,   quantizatio,   qiantization,   quanrization,   uantization,   quantizatin,   qunatization,   quantiztion,   wuantization,   quantizationn,   quatnization,   quantizatoon,   quantizasion,   quantiztaion,   quatization,   quntization,   qantization,   quantozation,   uqantization,   quantuzation,   quantizattion,   quaantization
Words Starting with Letter - 'A'
a a battery a billion
a bit a bit much a capella singing
a cappella singing a couple of a few
a fortiori a good deal a great deal
a horizon a hundred a hundred and one
a hundred thousand a hundred times a kempis
a la carte a la mode a level
a little a lot a million
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