📉 Embeddings Optimization - emschwartz · Scour

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

arxiv.org·1d

🗂️Vector Indexes

Qdrant - Vector Database

qdrant.tech·1d

Discrete Semantic States and Hamiltonian Dynamics in LLM Embedding Spaces

arxiv.org·1d

🧠LLM Inference

Youtube Channel Transcript Embeddings

shruggingface.com·1d

🕸️Sparse Vectors

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

Hippocampus model implementing a Turing machine

pub.towardsai.net·5h

🧠LLM Inference

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

semiengineering.com·16h

⚡Hardware Acceleration

Uncovering Unfaithful CoT in Deceptive Models

lesswrong.com·7h

🛡️AI Security

Exploring Text Compression

denvaar.dev·1d

📝Text Compression

Don't use cosine similarity carelessly

p.migdal.pl·1d

📏Vector Similarity

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

mixedbread.com·2d·

Discuss: Hacker News

Blackbox Optimization and Hyperparameter Tuning With Google's Vizier

blog.skz.dev·1d

💰Cost-Based Optimization

Norm-Preserving Biprojected Abliteration

huggingface.co·2d·

Discuss: Hacker News

🔢Binary Embeddings

Show HN: Link Graph Analysis Tool for Osint Analysts with 70 Transforms

webvetted.com·21h·

Discuss: Hacker News

🔍Binary Analysis

A Visual Guide to Quantization

newsletter.maartengrootendorst.com·2d

The Advanced Matrix Factorization Jungle

igorcarron.github.io·3d·

Discuss: Hacker News

🔍Vector Search Algorithms

Retrieve and Rerank: Personalized Search Without Leaving Postgres

paradedb.com·1d

👤Search Personalization

Vision RAG: Enabling Search on Any Documents

mongodb.com·1d

🔄LLM RAG Pipelines

Nenex: A Neural Personal Wiki Idea

gwern.net·17h

ianbarber.blog·1d·

Discuss: Hacker News

🔤Tokenization

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