📊 Vector Quantization - matmat · Scour

ASH: Asymmetric Scalar Hashing With Learned Dimensionality Reduction for High-Fidelity Vector Quantization

📐Vector Dimensionality Academic

The Most Emotive Foundation Models for Voice

🧮Vector Embeddings Blog

misolabs.ai··Hacker News

Show HN: MLL – image compression that runs well enough on DOS

📊Rate-Distortion Theory Code

github.com··Hacker News

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HNSW vs LSH: How Elasticsearch hits 0.99 recall@10 at 15,000 QPS — and what it costs

🧮Vector Embeddings Blog

UniSVQ: 2-bit Unified Scalar-Vector Quantization

📊Quantization Academic

Magenta RealTime 2: Open and Local Live Music Models

🎚️Audio Engineering

magenta.withgoogle.com··Hacker News, Hacker News, r/LocalLLaMA

LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector Quantization

📊Quantization Academic

Learned Subspace Compression for Communication-Efficient Pipeline Parallelism

🎧Learned Audio Academic

wallidsaydi-creator/hom-local: HOM Local — open-source local-first AI memory kernel

🔌Offline-first Apps Code

github.com··Hacker News

ColBERTSaR: Sparsified ColBERT Index via Product Quantization

🔍BitFunnel Academic

SinkRec: Mitigating Semantic State Sink in Long Sequence Recommendation with Memory-Conditioned Gated Delta Networks

🎧Learned Audio Academic

Information Bottleneck Meets Quantization: Finite Rate Analysis and Optimal Designs

📊Rate-Distortion Theory Academic

Next-Token Prediction Learns Generalisable Representations of Sleep Physiology

🧠Machine Learning Academic

LiftQuant: Continuous Bit-Width LLM via Dimensional Lifting and Projection

💻Local LLMs Academic

EEGDancer: Dynamic Emotion Latent Space Masked Modeling with Reinforcement Learning for EEG Continuous Emotion Prediction

🧠Learned Codecs Academic

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