Model Compression, Neural Networks, Precision Reduction, Efficient Inference

Learning Neural Networks by Neuron Pursuit
arxiv.org·18h
🧠Machine Learning
The Case for Compact AI – Communications of the ACM
dl.acm.org·14h·
Discuss: Hacker News
🧠Intelligence Compression
Vectorization in Python for Machine Learning
dev.to·4h·
Discuss: DEV
SIMD Vectorization
The Unseen Variable: Why Your LLM Gives Different Answers (and How We Can Fix It)
hackernoon.com·14h
💻Local LLMs
Machine learning unravels quantum atomic vibrations in materials
phys.org·3h
🕸️Tensor Networks
On training binary neural networks
kevinmartinjose.com·2d
📐Error Bounds
How to build AI scaling laws for efficient LLM training and budget maximization
news.mit.edu·7h
🧠Intelligence Compression
Language Models Pack Billions of Concepts into 12,000 Dimensions
nickyoder.com·1d·
🧮Kolmogorov Complexity
Harmonic Emergence: Decentralized AI Swarms Composing Musical Masterpieces by Arvind Sundararajan
dev.to·2h·
Discuss: DEV
🎼Computational Musicology
SpecVLM: Fast Speculative Decoding in Vision-Language Models
arxiv.org·18h
Information Bottleneck
Deep Learning-Enhanced Time-Domain Reflectometry for High-Speed Interconnect Characterization
dev.to·5h·
Discuss: DEV
🧲Cassette Physics
Predictive Precision: Combining Data and Reasoning for Self-Healing Systems by Arvind Sundararajan
dev.to·9h·
Discuss: DEV
💾Persistence Strategies
How to Become a Machine Learning Engineer (Step-by-Step)
towardsdatascience.com·1d
🧠Machine Learning
Semantic Dictionary Encoding
falvotech.com·1d·
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🌀Brotli Dictionary
Mathematics Discovering Its Consciousness: Lasso Estimator as Cosmic Backdoor
zakelfassi.com·2d·
Discuss: Hacker News
🧮Kolmogorov Complexity
Decoupling Search and Learning in Neural Net Training
arxiv.org·18h
🧠Learned Indexing
Automated Sensory Attenuation Protocol Optimization via Dynamic Network Pruning
dev.to·2h·
Discuss: DEV
📊Learned Metrics
Clarifying Model Transparency: Interpretability versus Explainability in Deep Learning with MNIST and IMDB Examples
arxiv.org·18h
💻Local LLMs
Quantization Explained: A Concise Guide for LLMs
dev.to·6d·
Discuss: DEV
💻Local LLMs