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250 Clones in 4 Days: A Student's Journey Building an AI Security Tool
peternasarah profile

250 Clones in 4 Days: A Student's Journey Building an AI Security Tool

#cybersecurity #devsecops #opensource #python
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4 min read
How Much GPU Memory Does NexusQuant Actually Save?
jagmarques profile

How Much GPU Memory Does NexusQuant Actually Save?

#machinelearning #gpu #llm #python
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4 min read
The Math Behind E8 Lattice Quantization (with Code)
jagmarques profile

The Math Behind E8 Lattice Quantization (with Code)

#machinelearning #math #python #llm
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6 min read
What I Learned Testing 12 Compression Approaches That Failed
jagmarques profile

What I Learned Testing 12 Compression Approaches That Failed

#machinelearning #llm #research #python
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6 min read
I built a persistent memory MCP with Hebbian learning and GraphRAG
lenadro1910 profile

I built a persistent memory MCP with Hebbian learning and GraphRAG

#mcp #ai #python #opensource
6
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2 min read
Why Python's sorted() Is Safer Than list.sort() in Production Systems
emmimal_alexander_3be8cc7 profile

Why Python's sorted() Is Safer Than list.sort() in Production Systems

#python #programming #beginners #tutorial
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11 min read
Why Your RAG System Returns Garbage (And How to Actually Fix It)
alanwest profile

Why Your RAG System Returns Garbage (And How to Actually Fix It)

#rag #llm #python #ai
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5 min read
How to deploy NexusQuant in production (and what's missing)
jagmarques profile

How to deploy NexusQuant in production (and what's missing)

#machinelearning #llm #production #python
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4 min read
I Built a Semantic Cache That Cuts LLM API Costs by 72% - What Actually Worked and What Didn't
vinay_budideti profile

I Built a Semantic Cache That Cuts LLM API Costs by 72% - What Actually Worked and What Didn't

#ai #python #opensource #machinelearning
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6 min read
Building Privacy-Preserving Machine Learning: A Practical Guide to Federated Learning
garikpati_dinesh_35e88d04 profile

Building Privacy-Preserving Machine Learning: A Practical Guide to Federated Learning

#machinelearning #privacy #python #tutorial
2
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4 min read
Cache semántico y FAQ matching: cómo reduje un 40% el costo de LLM en mi motor RAG
martin_palopoli profile

Cache semántico y FAQ matching: cómo reduje un 40% el costo de LLM en mi motor RAG

#rag #python #ai #postgres
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8 min read
Longer contexts are easier to compress (not harder)
jagmarques profile

Longer contexts are easier to compress (not harder)

#python #machinelearning #llm #performance
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2 min read
How I Implemented End-to-End SSE Streaming: From LLM to Browser Through Nginx
martin_palopoli profile

How I Implemented End-to-End SSE Streaming: From LLM to Browser Through Nginx

#sse #python #fastapi #javascript
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13 min read
Build and deploy a RAG pipeline as a REST API in under 5 minutes with RAGLight
bessouat40 profile

Build and deploy a RAG pipeline as a REST API in under 5 minutes with RAGLight

#python #ai #rag #opensource
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3 min read
Compress your LLM's KV cache 33x with zero training
jagmarques profile

Compress your LLM's KV cache 33x with zero training

#python #machinelearning #llm #opensource
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2 min read
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