📊 Vector Quantization - jhcha.oyo · Scour

UniSVQ: 2-bit Unified Scalar-Vector Quantization

⚡Quantization Academic

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

📊Embeddings Blog

Magenta RealTime 2: Open and Local Live Music Models

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

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

🐧Open Source Code

github.com··Hacker News

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

⚡Hardware Acceleration Academic

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

⚡Quantization Academic

ColBERTSaR: Sparsified ColBERT Index via Product Quantization

🔍Information Retrieval Academic

Next-Token Prediction Learns Generalisable Representations of Sleep Physiology

🤖Machine Learning Academic

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

⚡Speculative Decoding Academic

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

💬LLMs Code

github.com··Hacker News

Learned Subspace Compression for Communication-Efficient Pipeline Parallelism

💬LLMs Academic

Information Bottleneck Meets Quantization: Finite Rate Analysis and Optimal Designs

⚡Quantization Academic

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

⚡Quantization Academic

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

🤖Machine Learning Academic

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