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quantization

Synonyms

Noun

1. quantisation

2. division

Usage
Cost Optimized Vector Database: Introduction to Amazon OpenSearch Service quantization techniques - Amazon Web Services
Heterogeneous quantization regularizes spiking neural network activity - Nature
Advances to low-bit quantization enable LLMs on edge devices - Microsoft
A popular technique to make AI more efficient has drawbacks - TechCrunch
Elastic Introduces Better Binary Quantization Technique in Elasticsearch - Business Wire
Enhancements for Mapping More Data, More Efficiently in the Browser - Esri
Phonon Landau Quantization and Enhanced Lifetime in Deformed Graphene - ACS Publications
LLMs Can Now Retain High Accuracy at 2-Bit Precision: Researchers from UNC Chapel Hill Introduce TACQ, a Task-Aware Quantization Approach that Preserves Critical Weight Circuits for Compression Without Performance Loss - MarkTechPost
Quantizing Neural Network Models - Towards Data Science
Quantum simulations of chemistry in first quantization with any basis set | npj Quantum Information - Nature
Landau-Level Quantization and Band Splitting of FeSe Monolayers Revealed by Scanning Tunneling Spectroscopy - ACS Publications
Quantization of nonequilibrium heat transport models based on isomorphism and gauge symmetry - Nature
Mixed precision quantization based on information entropy - Nature
Ensemble probabilistic quantization encoding for information preservation of numerical variables in convolutional neural networks - Nature
MetaQ: fast, scalable and accurate metacell inference via single-cell quantization - Nature
Quantum simulation of realistic materials in first quantization using non-local pseudopotentials - Nature
Optimising TinyML with quantization and distillation of transformer and mamba models for indoor localisation on edge devices - 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
Towards the quantized anomalous Hall effect in AlO - Nature
Honey, I shrunk the LLM! A beginner's guide to quantization – and testing it - theregister.com
Ps and Qs: Quantization-Aware Pruning for Efficient Low Latency Neural Network Inference - Frontiers
Amazon SageMaker launches the updated inference optimization toolkit for generative AI | Amazon Web Services - Amazon Web Services
Optimizing Contextual Speech Recognition Using Vector Quantization for Efficient Retrieval - Apple Machine Learning Research
Superconductivity and quantized anomalous Hall effect in rhombohedral graphene - Nature
$${\mathbb{Z}}/2$$ topological invariants and the half quantized Hall effect | Communications Physics - Nature
Gemma 3's Quantization-Aware Training Revolutionizes GPU Efficiency - Blockchain News
Quantized current steps due to the synchronization of microwaves with Bloch oscillations in small Josephson junctions - Nature
Towards Low-Bit Communication for Tensor Parallel LLM Inference - Apple Machine Learning Research
Quantization with DirectML helps you scale further on Windows - Windows Blog
Google DeepMind Researchers Propose Matryoshka Quantization: A Technique to Enhance Deep Learning Efficiency by Optimizing Multi-Precision Models without Sacrificing Accuracy - MarkTechPost
A novel ECG compression algorithm using Pulse-Width Modulation integrated quantization for low-power real-time monitoring - Nature
Meta's New Quantized AI Models Are Half the Size and Run Twice as Fast - Maginative
Integer‐Sheet‐Pump Quantization for Hexahedral Meshing - Brückler - 2024 - Computer Graphics Forum - Wiley Online Library
Gemma 3 Model's Enhanced Compactness Through Quantization: A Trading Perspective - Blockchain News
Dnotitia and Hanyang University Launch Open-Source Platform Benchmarking AI Quantization - AiThority
Quantized redshift and challenges to Big Bang hypothesis - Phys.org
Stochastic Ternary Quantization Delivers TinyML Models More Robust to Adversarial Attacks - Hackster.io
Process of weights quantization in convolutional neural networks. - ResearchGate
Meta AI Introduces ParetoQ: A Unified Machine Learning Framework for Sub-4-Bit Quantization in Large Language Models - MarkTechPost
This AI Paper Explores Quantization Techniques and Their Impact on Mathematical Reasoning in Large Language Models - MarkTechPost
Fig. 5. 2-bit symmetric quantization : optimal input distribution and... - ResearchGate
The Ultimate Handbook for LLM Quantization - Towards Data Science
Quantization Space Utilization Rate (QSUR): A Novel Post-Training Quantization Method Designed to Enhance the Efficiency of Large Language Models (LLMs) - MarkTechPost
Stirring the false vacuum via interacting quantized bubbles on a 5,564-qubit quantum annealer - Nature
Fig. 2. Illustration of quantization framework on the VGG-16 model. In... - ResearchGate
Phi Silica, small but mighty on-device SLM - Windows Blog
Learn how to deploy Falcon 2 11B on Amazon EC2 c7i instances for model Inference - Amazon Web Services
Optimization Using FP4 Quantization For Ultra-Low Precision Language Model Training - MarkTechPost
Load vector embeddings up to 67x faster with pgvector and Amazon Aurora | Amazon Web Services - Amazon Web Services
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
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
Non-equilibrium excited-state fractionally quantized Hall effects observed via current bias spectroscopy - Nature
Microsoft AI Researchers Introduce Advanced Low-Bit Quantization Techniques to Enable Efficient LLM Deployment on Edge Devices without High Computational Costs - MarkTechPost
What is model quantization? Smaller, faster LLMs - InfoWorld
Audio Bit Depth: Everything you need to know - SoundGuys
A fine-tuning enhanced RAG system with quantized influence measure as AI judge - Nature
AI efficiency technique faces critical limits, quantization may harm performance - Digital Watch Observatory
Fig. 3. Image quantization on a smooth transition of grey levels (256... - ResearchGate
Neural Magic Releases Fully Quantized FP8 Version of Meta’s Llama 3.1 405B Model: FP8 Dynamic Quantization and FP8 Static Quantization - MarkTechPost
SVDQuant: A Novel 4-bit Post-Training Quantization Paradigm for Diffusion Models - MarkTechPost
Landau-Level Quantization and Band Splitting of FeSe Monolayers Revealed by Scanning Tunneling Spectroscopy - ACS Publications
Unusually High Thermopower in Molecular Junctions from Molecularly Induced Quantized States in Their Semimetal Leads - ACS Publications
R^2: Range Regularization for Model Compression and Quantization - Apple Machine Learning Research
(PDF) Topological Quantization of the Fine-Structure Constant in Torsion-Compactified Spacetime - ResearchGate
Reducing the Size of AI Models - Towards Data Science
Figure 3. Integer-arithmetic-only quantization - ResearchGate
Meta Releases Quantized Llama 3.2 with 4x Inference Speed on Android Phones - Analytics India Magazine
Chemical Reaction Simulator on Quantum Computers by First Quantization (II)─Basic Treatment: Implementation - ACS Publications
Fig. 1. Integration of multi-pitch detection and rhythm quantization... - ResearchGate
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
torchao: A PyTorch Native Library that Makes Models Faster and Smaller by Leveraging Low Bit Dtypes, Quantization and Sparsity - MarkTechPost
Figure 7 | (a) We propose a fine-grained quantization method to... - ResearchGate
Optimized quantization parameter selection for video-based point cloud compression - Frontiers
Figure 7: Illustration for Product Quantization Method - ResearchGate
Foliation, Jet Bundle and Quantization of Einstein Gravity - Frontiers
Multi-Scale Neural Audio Codec (SNAC): An Wxtension of Residual Vector Quantization that Uses Quantizers Operating at Multiple Temporal Resolutions - MarkTechPost
Comprehensive Evaluation of Quantized Instruction-Tuned LLMs: Exploring Quantization Methods for Models Ranging from 7B to 405B Parameters - MarkTechPost
(PDF) Quantization of electric charge, the neutrino, and generation universality - ResearchGate
FLUTE: A CUDA Kernel Designed for Fused Quantized Matrix Multiplications to Accelerate LLM Inference - MarkTechPost
Researchers from China Introduce INT-FlashAttention: INT8 Quantization Architecture Compatible with FlashAttention Improving the Inference Speed of FlashAttention on Ampere GPUs - MarkTechPost
FIGURE 8: CLIPQ combines pruning and quantization in a single framework. - ResearchGate
Efficient Quantization-Aware Training (EfficientQAT): A Novel Machine Learning Quantization Technique for Compressing LLMs - MarkTechPost
Increased LLM Vulnerabilities from Fine-tuning and Quantization: Abstract and Introduction - HackerNoon
FIGURE 4: Pruning and quantization architecture for transformer models. - ResearchGate
Figure 8: Visual results for the ‘Barbara’ image with JPEG quantization... - ResearchGate
YOLOv5 quantization results with 8-bit and 4-bit integers for the proposed USPIQ and other previous works. - ResearchGate
Figure 4: Comparison of different Weight Quantization schemes. (Down)... - ResearchGate
Direct flipping dynamics and quantized enrichment of chirality at single-molecule resolution - Science | AAAS
Figure 3: Training loss of Llama2 FP8 with and quantization of SwiGLU... - ResearchGate
Quantized polarization and Majorana fermions beyond tenfold classification | Communications Physics - Nature
VQ4DiT: A Fast Post-Training Vector Quantization Method for DiTs (Diffusion Transformers Models) - MarkTechPost
Quantization Framework for Fast Spiking Neural Networks - Frontiers
Eliminating Vector Quantization: Diffusion-Based Autoregressive AI Models for Image Generation - MarkTechPost
Quantization of events in the event-universe and the emergence of quantum mechanics - Nature
Interplay of Landau Quantization and Interminivalley Scatterings in a Weakly Coupled Moiré Superlattice - ACS Publications
Quantization and its breakdown in a Hubbard–Thouless pump - Nature
Quantization and LLMs: Condensing Models to Manageable Sizes - KDnuggets
Detection and Quantization of Bearing Fault in Direct Drive Wind Turbine via Comparative Analysis - Wiley Online Library
Foreign Language Equivalents
Foreign Language Equivalents of 'quantization'
Language Equivalent   Language Equivalent
French    Spanish
Misspellings - Typos
quantizzation,   quantizationn,   qquantization,   quantizatiom,   quantizatiin,   quntization,   qusntization,   quantizatoin,   quantizatipn,   quantizatino,   quuantization,   quanntization,   quantizaation,   qiantization,   quantiation,   quantiztaion,   quantizatuon,   uantization,   quantizstion,   quantizatiion,   quantizaton,   quanrization,   quantiaztion,   quantizatio,   quantizatiob,   quantizatoon,   qantization,   quantiization,   quanization,   quantziation,   quabtization,   quantiztion,   uqantization,   quantizarion,   quantizayion,   quantizattion,   quanttization,   qauntization,   quantizaion,   quantizasion,   qunatization,   quantizatioon,   quamtization,   quanitzation,   quantizatin,   quantozation,   quantzation,   quanyization,   quatization,   qyantization,   quantuzation,   quantixation,   quantizaiton,   wuantization,   quaantization,   quatnization
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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