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João André Gomes Marques

Apr 7

How Much GPU Memory Does NexusQuant Actually Save?

#machinelearning #gpu #llm #python

4 min read

João André Gomes Marques

Apr 7

What I Learned Testing 12 Compression Approaches That Failed

#machinelearning #llm #research #python

6 min read

João André Gomes Marques

Apr 7

The Math Behind E8 Lattice Quantization (with Code)

#machinelearning #math #python #llm

6 min read

Alan West

Mar 27

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

#rag #llm #python #ai

5 min read

Emmimal P Alexander

Mar 4

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

#python #programming #beginners #tutorial

11 min read

Dinesh Garikapati

Mar 27

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

#machinelearning #privacy #python #tutorial

4 min read

Vinay Kumar Reddy Budideti

Mar 4

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

#ai #python #opensource #machinelearning

6 min read

João André Gomes Marques

Apr 7

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

#machinelearning #llm #production #python

4 min read

Bessouat40

Mar 4

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

#python #ai #rag #opensource

3 min read

Alan West

Mar 27

Why Your AI Agents Are Burning Cash and How to Fix It

#ai #llm #agents #python

5 min read

João André Gomes Marques

Apr 7

5 open source tools for AI agent governance in 2026

#ai #security #opensource #python

1 min read

João André Gomes Marques

Apr 7

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

#python #machinelearning #llm #opensource

2 min read

João André Gomes Marques

Apr 7

Longer contexts are easier to compress (not harder)

#python #machinelearning #llm #performance

2 min read

João André Gomes Marques

Apr 7

Why E8 lattice quantization beats scalar quantization for KV caches

#python #machinelearning #math #llm

2 min read

laguia

Mar 4

Building the Trust Layer for AI Trading Agents

#ai #mcp #api #python

2 min read

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