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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Cover image for Como comprimir o KV cache do seu LLM em 33x sem treino

João André Gomes Marques

Apr 7

Como comprimir o KV cache do seu LLM em 33x sem treino

#python #machinelearning #portuguese

3 min read

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

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

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

João André Gomes Marques

Apr 7

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

#llm #machinelearning #python #gpu

3 min read

Cover image for What the Hell is a Token?

Jeff Reese

Apr 7

What the Hell is a Token?

#ai #beginners #machinelearning #tokens

4 min read

The Pulse Gazette

Mar 4

Stuart Russell's 2026 AI Update Rewrites the Rulebook

#aisafety #machinelearning #aialignment #stuartrussell

5 min read

Cover image for How Much GPU Memory Does NexusQuant Actually Save?

João André Gomes Marques

Apr 7

How Much GPU Memory Does NexusQuant Actually Save?

#machinelearning #gpu #llm #python

4 min read

Cover image for What I Learned Testing 12 Compression Approaches That Failed

João André Gomes Marques

Apr 7

What I Learned Testing 12 Compression Approaches That Failed

#machinelearning #llm #research #python

6 min read

Cover image for The Math Behind E8 Lattice Quantization (with Code)

João André Gomes Marques

Apr 7

The Math Behind E8 Lattice Quantization (with Code)

#machinelearning #math #python #llm

6 min read

Mar 17

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

#ai #machinelearning #llm #engineering

4 min read

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

João André Gomes Marques

Apr 7

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

#machinelearning #llm #production #python

4 min read

Cover image for NexusQuant benchmarks: every number, honestly

João André Gomes Marques

Apr 7

NexusQuant benchmarks: every number, honestly

#machinelearning #llm #performance #opensource

5 min read

Cover image for NexusQuant vs KVTC vs TurboQuant vs CommVQ — honest comparison

João André Gomes Marques

Apr 7

NexusQuant vs KVTC vs TurboQuant vs CommVQ — honest comparison

#machinelearning #llm #performance #benchmark

4 min read

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

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

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

Dinesh Garikapati

Mar 27

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

#machinelearning #privacy #python #tutorial

4 min read

Cover image for Longer contexts are easier to compress (not harder)

João André Gomes Marques

Apr 7

Longer contexts are easier to compress (not harder)

#python #machinelearning #llm #performance

2 min read

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