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⚙️ Compression Benchmarking

Algorithm Comparison, Speed vs Ratio, Corpus Testing, Performance Metrics

Inside PinRec - Pinterest’s Production-Ready Generative Retrieval Model
shaped.ai·1d
🎯Retrieval Systems
[R] Interesting paper on cost-aware prompt optimization (CAPO)
reddit.com·1d·
Discuss: r/MachineLearning
🏗️Compiler Archaeology
Class-Proportional Coreset Selection for Difficulty-Separable Data
arxiv.org·1d
🧠Machine Learning
PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification
arxiv.org·1d
💻Local LLMs
How AI Detects Cancer in Whole Slide Images
hackernoon.com·22h
🧠Machine Learning
Good binding data is all you need
leashbio.substack.com·17h·
Discuss: Substack
🗂️Vector Databases
Approximate First Principal Component
30fps.net·4h·
Discuss: Hacker News
📐Vector Dimensionality
COLI: A Hierarchical Efficient Compressor for Large Images
arxiv.org·1d
🧠Neural Compression
Join the AssemblyAI Voice Agents Challenge: $3,000 in Prizes!
dev.to·1d·
Discuss: DEV
🌊Streaming Systems
Subjective Evaluation Profile Analysis of Science Fiction Short Stories and its Critical-Theoretical Significance
arxiv.org·13h
🧠Intelligence Compression
Language Models for Adult Service Website Text Analysis
arxiv.org·1d
📝Text Parsing
Translation using deep neural networks – Transformer
aamster.github.io·3d·
Discuss: Hacker News
🧠Neural Codecs
Overview of the TREC 2023 deep learning track
arxiv.org·2d
🔍Information Retrieval
JSQA: Speech Quality Assessment with Perceptually-Inspired Contrastive Pretraining Based on JND Audio Pairs
arxiv.org·13h
🎧Learned Audio
Developing Visual Augmented Q&A System using Scalable Vision Embedding Retrieval & Late Interaction Re-ranker
arxiv.org·13h
🧮Vector Embeddings
LLMs Are Bad at Being Forced
morphllm.com·5h·
Discuss: Hacker News
💻Local LLMs
Introduction: AI Terminology
dev.to·1d·
Discuss: DEV
🤖Grammar Induction
Imbalanced Regression Pipeline Recommendation
arxiv.org·13h
⚖️Feed Ranking
Advanced PDF Optimization Techniques - 1752698
dev.to·20h·
Discuss: DEV
📦Deflate
A Wide Reduction Trick (2022)
words.filippo.io·14h·
Discuss: Lobsters, Hacker News
🌳Archive Merkle Trees
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