🎯 Vector Quantization - emschwartz · Scour

From HNSW to Information-Theoretic Binarization: Rethinking the Architecture of Scalable Vector Search

arxiv.org·1d

🗂️Vector Indexes

A Visual Guide to Quantization

newsletter.maartengrootendorst.com·2d

ANN v3: 200ms p99 query latency over 100 billion vectors

turbopuffer.com·1d·

Discuss: Hacker News

🔮Prefetching

Exploring Text Compression

denvaar.dev·1d

📝Text Compression

Activation Sensitivity as a Unifying Principle for Post-Training Quantization

arxiv.org·1d

🧠LLM Inference

Co-optimization Approaches For Reliable and Efficient AI Acceleration (Peking University et al.)

semiengineering.com·16h

⚡Hardware Acceleration

Kolmogorov Complexity

en.wikipedia.org·21h·

Discuss: Hacker News

💻Programming languages

Memory layout matters: Reducing metric storage overhead by 4x in a Rust TSDB

baarse.substack.com·18h·

Discuss: r/rust

🏹Apache Arrow

Qdrant - Vector Database

qdrant.tech·1d

ChatGPT’s Laws of Machine Learning

shruggingface.com·1d

🛡️AI Security

How poor chunking increases AI costs and weakens accuracy

blog.logrocket.com·20h

🔤Tokenization

Hippocampus model implementing a Turing machine

pub.towardsai.net·5h

🧠LLM Inference

Don't use cosine similarity carelessly

p.migdal.pl·1d

📏Vector Similarity

featurestorebook/mlfs-book: O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs

github.com·8h·

Discuss: Hacker News

🏗️LLM Infrastructure

ianbarber.blog·1d·

Discuss: Hacker News

🔤Tokenization

120 Abstract Geometric Shapes. Part1, a Graphic by Vanzyst

creativemarket.com·1d

Inside Mixedbread: How We Built Multimodal Late-Interaction at Billion Scale

mixedbread.com·2d·

Discuss: Hacker News

Lab 6 Issue 1: An accessible PDF/MP3/TXT polyglot, Fantasy Footbyte

lab6.com·1d

mikrotik.com·3h

🔐Hardware Security

Bye Bye Big Tech Step 5: AI assistents and chatbots

bitsoffreedom.nl·24m

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