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Tag: Quantization

  • Bright golden light at the center of a spherical grid made of horizontal and vertical glowing lines, floating in dark space.
    Machine Learning

    Neural Networks Possess Hidden Structure for Compression

    by Muhammad Rohail T.February 18, 2026
  • Flexllm Achieves 12.68 Wikitext-2 PPL with Novel LLM Accelerator Design
    Technology News

    FlexLLM: LLM Accelerator Cuts PPL to 12.68

    by Muhammad Rohail T.January 26, 2026
  • Quantization Advances Vision-Language Models, Preserving Performance with Reduced Half Precision
    Artificial Intelligence

    Quantization Boosts Vision-Language Models

    by Muhammad Rohail T.January 23, 2026
  • Lightweight Transformers Achieve 96% Accuracy on Edge Devices for Real-Time AI
    Artificial Intelligence

    Lightweight Transformers: 96% Accuracy on Edge AI

    by Muhammad Rohail T.January 9, 2026
  • Edge AI Inference Enabled by TYTAN, Delivering 56% Improved Energy Efficiency
    Technology News

    TYTAN: AI Inference with 56% Energy Gain

    by Muhammad Rohail T.January 9, 2026
  • Tokenpowerbench Achieves LLM Inference Power Consumption Analysis, Attributing over 90% of Energy to Prefill and Decode Stages
    Artificial Intelligence

    LLM Inference: Power Use Analyzed by TokenPowerBench

    by Muhammad Rohail T.December 4, 2025
  • Graphene Quantum Hall Devices Exhibit Scale-Dependent Carrier Density Variation below 400 Um
    Quantum Machine Learning

    Graphene Quantum Hall: Density Varies with Scale

    by Muhammad Rohail T.November 26, 2025
  • Quantum Spacetime: Study Links Nishida’s ‘basho’ to Rethinking Geometry for Quantization
    Physics

    Quantum Spacetime: ‘Basho’ & Geometry Rethink Quantization

    by Muhammad Rohail T.November 25, 2025
  • Plasmonic Moire Superlattices Enable Scalable Topological Transitions with Invariants Spanning -58 to +58
    Quantum Computing

    Plasmonic Moiré Superlattices Control Topological

    by Muhammad Rohail T.November 21, 2025
  • Advanced Computer Architectures Accelerate Artificial Intelligence Workloads, Addressing DNN Complexity Limits
    Science

    AI Workloads Accelerate with Quantum Architectures

    by Muhammad Rohail T.November 17, 2025
  • High-performance GPUs Enable Large Language Model Radiology Imaging Diagnosis with Enhanced Throughput
    Quantum Features, Quantum Research News

    LLM Radiology: GPUs Boost Imaging Diagnosis

    by Muhammad Rohail T.September 25, 2025
  • Researchers Accelerate LLM Inference with LiquidGEMM, Achieving 4.94x Speedup Via 4-bit Quantization
    Artificial Intelligence

    LLM Inference Speedup with LiquidGEMM Quantization

    by Dr. DonovanSeptember 4, 2025
  • Researchers Accelerate Arbitrary Precision Large Language Models, Overcoming Computational Limits with Novel Methods
    Artificial Intelligence

    APT-LLM Accelerates Large Language Models

    by Dr. DonovanAugust 31, 2025
  • EMamba Accelerates Sequence Processing with Hardware Optimised Mamba Deployments on Edge Devices
    Technology News

    eMamba: Fast Sequence Processing on Edge Devices

    by Dr. DonovanAugust 18, 2025
  • MicroMix Quantization and Kernel Optimisation Unlock Blackwell’s FP4 Tensor Core Speedup
    Artificial Intelligence

    Blackwell: Quantization Boosts FP4 Tensor Core Speed

    by Dr. DonovanAugust 6, 2025
  • LLM Inference: Systems, Techniques & Challenges
    Artificial Intelligence

    LLM Inference: Systems, Techniques & Challenges

    by Dr. DonovanJuly 2, 2025
  • Forward-Forward Algorithm Enables Efficient Neural Network Training on Edge Devices
    Artificial Intelligence

    Forward-Forward Algorithm Speeds Edge AI Training

    by Dr. DonovanJuly 1, 2025
  • Tiny Deep Learning: Deploying AI on Resource-Constrained Edge Devices.
    Artificial Intelligence

    Tiny Deep Learning for Edge AI Devices

    by Dr. DonovanJune 29, 2025
  • LLM Training Instability & Low-Precision Solutions
    Artificial Intelligence

    LLM Training Instability & Low-Precision Solutions

    by Dr. DonovanJune 27, 2025
  • Local LLM Inference on Edge Accelerators: Performance and Efficiency Analysis.
    Artificial Intelligence

    LLM Inference on Jetson: Performance & Efficiency

    by Dr. DonovanJune 16, 2025
  • Spiking Neural Networks: Quantized AI for Efficient Hardware Implementation.
    Science

    Quantized AI: Spiking Neural Networks for Hardware

    by Dr. DonovanMay 20, 2025
  • Low-Precision AI: Robust Large Language Models for Efficient Hardware.
    Artificial Intelligence

    AI: Low-Precision LLMs for Efficient Hardware

    by Dr. DonovanMay 19, 2025
  • Quantization in Machine Learning: Beyond Accuracy to Feature Enhancement
    Artificial Intelligence

    Quantization Enhances Machine Learning Features

    by Dr. DonovanApril 21, 2025
  • Quantum field theory diagram: virtual particles popping in and out of the vacuum, illustrating that empty space is full of quantum fields.
    Quantum Features

    Quantum Field Theory: Empty Space Explained

    by Dr. DonovanApril 16, 2025
  • Multiverse Computing Achieves 80% Compression of Llama AI Models with Minimal Precision Loss Using Quantum-Inspired Technology
    Quantum Computing Business News

    Llama AI: 80% Compression with Quantum-Inspired Tech

    by Dr. DonovanApril 8, 2025
  • Torchchat Enables LLMs like Llama 3.1 to run on Laptops, Desktops, and Mobile Devices
    Artificial Intelligence

    Llama 3.1 Runs on Laptops with Torchchat

    by Dr. DonovanJuly 31, 2024
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  • Quantum Computing Errors Reduced by Combining Two Powerful Techniques
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  • Neuron Signals Break Established Rules of Random Movement
  • Researchers Redesign Neural Decoders and Evaluate Accuracy for 161-Qubit Codes
  • Saudi Arabia Leads Quantum Ecosystem Amidst Qubit Modality Risks

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  • AI Finds 27-Year-Old OpenBSD, Linux Kernel Flaws
  • Honeywell Backs Quantinuum’s IPO, Aims For Stock Market Entry
  • Quark-Gluon Plasma Found in Proton Collisions – CERN
  • Anthropic’s Mythos Model Surfaces 2,000 New Vulnerabilities Highlighting Quantum Threat
  • Researchers Calculate Quantum Motion Using Classical “Least Action”
  • Perspectives on World Quantum Day 2026: From CEO of D-Wave

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