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The Transformer Architecture: A Deep Dive into How LLMs Actually Work
dev.to·53m·
Discuss: DEV
📝NLP
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[Discussion] The "Noise" Bottleneck in Local 8B RAG – A comparison of cleaning strategies (Regex vs. Unstructured vs. Entropy)
reddit.com·2h·
Discuss: r/LocalLLaMA
🌸Bloom Filters
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Climate Monitoring Search Engine: Multi-Vectors in Qdrant
pub.towardsai.net
·4d
🗂️Vector Databases
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faradayio/xsv2: Fork of xsv because qsv is too much
github.com·5h·
Discuss: Hacker News
🔄Feed Processing
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I wrote an interactive blog post teaching how tokenization, embeddings, and vector search work in-browser with Transformers.js
mike.dev·4d·
Discuss: r/LocalLLaMA
🔢Embeddings
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Introducing the XLab AI Security Guide
lesswrong.com·4h
🛡️AI Security
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Deep Convolutional Networks on Graph-Structured Data
paperium.net·1d·
Discuss: DEV
🔢Embeddings
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The 2025 Guide to Machine Learning
ibm.com·1d·
Discuss: Hacker News
📱Edge AI
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TRUNAJOD: A text complexity library for text analysis built on spaCy — TRUNAJOD 0.1.1 documentation
trunajod20.readthedocs.io·5h
📝NLP
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Optimizing Text Search: A Novel Pattern Matching Algorithm Based on Ukkonen's Approach
arxiv.org·5d
🌸Bloom Filters
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Treating Functions as Vectors in Hilbert Space
hackaday.com·1d
🔢Embeddings
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You Do NOT need augmentations to train your Classifiers!!
dev.to·7h·
Discuss: DEV
🗂️Vector Databases
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Built a local vector database for RAG that handles datasets bigger than RAM
github.com·2d·
Discuss: r/LocalLLaMA, r/selfhosted
🗂️Vector Databases
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Specification addressing inefficiencies in crawling of structured content for AI
reddit.com·2d·
Discuss: r/programming
🤖spec-driven ai-assisted development
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Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies: This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are organized to help you easily find relevant case studies based on industry or specific ML use cases.
github.com·3d
🔄Feed Processing
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wwes4/AI_Accel_1.5x: AI acceleration framework for ~1.5x speedups in mid-sized models via tension-based pruning. Built utilizing xAI's Grok.
github.com·1d·
Discuss: Hacker News
📉Model Quantization
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LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs
paperium.net·1d·
Discuss: DEV
🔍RAG
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Book Review: Why Machines Learn
philippdubach.com·20h·
Discuss: Hacker News
🗂️Vector Databases
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Pandas vs Polars: Why the 2025 Evolution Changes Everything
dev.to·5h·
Discuss: DEV
📓Jupyter Notebooks
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Document search using Claude and an inverted index.
annanay.dev·4d·
Discuss: Hacker News
🔍RAG
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