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Como comprimir o KV cache do seu LLM em 33x sem treino
João André Gomes Marques
João André Gomes Marques
João André Gomes Marques
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Apr 7
Como comprimir o KV cache do seu LLM em 33x sem treino
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python
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machinelearning
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portuguese
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3 min read
One line of Python to extend your LLM's context window 10x
João André Gomes Marques
João André Gomes Marques
João André Gomes Marques
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Apr 7
One line of Python to extend your LLM's context window 10x
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python
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machinelearning
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ai
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llm
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1 min read
How My AI Business Fixes Its Own Bugs at 3am
AgentForge
AgentForge
AgentForge
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Mar 5
How My AI Business Fixes Its Own Bugs at 3am
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ai
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python
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devops
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automation
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reaction
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1 min read
From Web Scraping Scripts to Web Data APIs: A Practical Python Guide
Khalid Abdelaty
Khalid Abdelaty
Khalid Abdelaty
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AWS Community Builders
Mar 27
From Web Scraping Scripts to Web Data APIs: A Practical Python Guide
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ai
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tutorial
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python
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api
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13 min read
KV cache memory calculator: how much does your LLM actually use?
João André Gomes Marques
João André Gomes Marques
João André Gomes Marques
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Apr 7
KV cache memory calculator: how much does your LLM actually use?
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llm
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machinelearning
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python
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gpu
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3 min read
250 Clones in 4 Days: A Student's Journey Building an AI Security Tool
Peter Nasarah Dashe
Peter Nasarah Dashe
Peter Nasarah Dashe
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Apr 7
250 Clones in 4 Days: A Student's Journey Building an AI Security Tool
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cybersecurity
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devsecops
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opensource
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python
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4 min read
How Much GPU Memory Does NexusQuant Actually Save?
João André Gomes Marques
João André Gomes Marques
João André Gomes Marques
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Apr 7
How Much GPU Memory Does NexusQuant Actually Save?
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machinelearning
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gpu
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llm
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python
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4 min read
I built a persistent memory MCP with Hebbian learning and GraphRAG
Leandro Pérez González
Leandro Pérez González
Leandro Pérez González
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Mar 8
I built a persistent memory MCP with Hebbian learning and GraphRAG
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mcp
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ai
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python
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opensource
6
reactions
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2 min read
What I Learned Testing 12 Compression Approaches That Failed
João André Gomes Marques
João André Gomes Marques
João André Gomes Marques
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Apr 7
What I Learned Testing 12 Compression Approaches That Failed
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machinelearning
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llm
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research
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python
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6 min read
The Math Behind E8 Lattice Quantization (with Code)
João André Gomes Marques
João André Gomes Marques
João André Gomes Marques
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Apr 7
The Math Behind E8 Lattice Quantization (with Code)
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machinelearning
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math
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python
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llm
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6 min read
Why Python's sorted() Is Safer Than list.sort() in Production Systems
Emmimal P Alexander
Emmimal P Alexander
Emmimal P Alexander
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Mar 4
Why Python's sorted() Is Safer Than list.sort() in Production Systems
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python
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programming
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beginners
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tutorial
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11 min read
Why Your RAG System Returns Garbage (And How to Actually Fix It)
Alan West
Alan West
Alan West
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Mar 27
Why Your RAG System Returns Garbage (And How to Actually Fix It)
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rag
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llm
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python
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ai
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5 min read
How to deploy NexusQuant in production (and what's missing)
João André Gomes Marques
João André Gomes Marques
João André Gomes Marques
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Apr 7
How to deploy NexusQuant in production (and what's missing)
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machinelearning
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llm
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production
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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 Kumar Reddy Budideti
Vinay Kumar Reddy Budideti
Vinay Kumar Reddy Budideti
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Mar 4
I Built a Semantic Cache That Cuts LLM API Costs by 72% - What Actually Worked and What Didn't
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ai
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python
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opensource
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machinelearning
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6 min read
Building Privacy-Preserving Machine Learning: A Practical Guide to Federated Learning
Dinesh Garikapati
Dinesh Garikapati
Dinesh Garikapati
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Mar 27
Building Privacy-Preserving Machine Learning: A Practical Guide to Federated Learning
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machinelearning
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privacy
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python
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tutorial
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4 min read
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