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João André Gomes Marques

Apr 7

Running 1M-token context on a single GPU (the math)

#ai #gpu #llm #infrastructure

2 min read

Mike W

Apr 7

I benchmarked identity drift across 5 AI agent memory architectures — here's what I found

#ai #agents #python #llm

3 min read

Mar 4

I Read a Paper That Genuinely Made Me Stop and Think — AI is Now Jailbreaking Other AI

#discuss #ai #llm #machinelearning

3 min read

João André Gomes Marques

Apr 7

One line of Python to extend your LLM's context window 10x

#python #machinelearning #ai #llm

1 min read

João André Gomes Marques

Apr 7

KV cache memory calculator: how much does your LLM actually use?

#llm #machinelearning #python #gpu

3 min read

Zafer Dace

Apr 7

Build Your Own AI-Powered Knowledge Base with LLMs and Obsidian

#ai #llm #productivity #tutorial

6 min read

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

Mar 17

Six Characters Fixed My AI's Personality: A Fine-Tuning Story

#ai #machinelearning #llm #engineering

4 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

João André Gomes Marques

Apr 7

NexusQuant benchmarks: every number, honestly

#machinelearning #llm #performance #opensource

5 min read

João André Gomes Marques

Apr 7

NexusQuant vs KVTC vs TurboQuant vs CommVQ — honest comparison

#machinelearning #llm #performance #benchmark

4 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

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