Model Compression, Neural Networks, Precision Reduction, Efficient Inference

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LUT-KAN: Segment-wise LUT Quantization for Fast KAN Inference
arxiv.org·15h
💻Local LLMs
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Quantizing LLMs Step-by-Step: Converting FP16 Models to GGUF
machinelearningmastery.com·9h
💻Local LLMs
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The road map of mathematics for machine learning
thepalindrome.org·2d
🧠Machine Learning
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Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models
dev.to·13h·
Discuss: DEV
🗂️Vector Search
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GirolamoOddo/AppliedMath_Notebooks: Collection of Notebooks in Google Colab directly usable for study activities
github.com·22h·
Discuss: Hacker News
🌀Differential Geometry
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From Theory to Tiny: Implementing Compression Dictionaries
calendar.perfplanet.com·2d
🌪️Brotli
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Optimizing and Running Neural Networks on React Native: A Grass Case Study
dev.to·8h·
Discuss: DEV
🌀Brotli Internals
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Let AI speak in its mother tongue
manidoraisamy.com·1d·
Discuss: Hacker News
🧮Z3 Applications
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First Provably Optimal Asynchronous SGD for Homogeneous and Heterogeneous Data
arxiv.org·1d
🌊Streaming Algorithms
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Enhancing Small Dataset Classification Using Projected Quantum Kernels with Convolutional Neural Networks
arxiv.org·15h
🕸️Tensor Networks
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Understanding Neural Networks through Representation Erasure
dev.to·17h·
Discuss: DEV
🧠Neural Compression
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Supervised Learning: The Foundation of Predictive Modeling
machinelearningmastery.com·1d
🧠Machine Learning
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optimizations
goperf.dev·1d
🧮Compute Optimization
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How to Improve the Performance of Visual Anomaly Detection Models
towardsdatascience.com·7h
🔍Vector Forensics
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A 30B Qwen Model Walks Into a Raspberry Pi… and Runs in Real Time
byteshape.com·1d·
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🎯Emulator Accuracy
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Investigating Knowledge Distillation Through Neural Networks for Protein Binding Affinity Prediction
arxiv.org·15h
⚙️ABNF Mining
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Convert & Compress
convert-compress.com·2d
📚Lempel-Ziv
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Independent ML Benchmarks & State-of-the-Art Tracking
codesota.com·3d·
Discuss: Hacker News
🧮Kolmogorov Bounds
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Robust Physics Discovery from Highly Corrupted Data: A PINN Framework Applied to the Nonlinear Schr\"odinger Equation
arxiv.org·15h
🕸️Tensor Networks
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An Algebraic Representation Theorem for Linear GENEOs in Geometric Machine Learning
arxiv.org·15h
🌀Differential Geometry
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