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Sep 15, 2026Decode Speed Lies: phi4:14b Loses 79.7% of Its Throughput Before You See a Token
Every local LLM benchmark you've ever read reports one thing: tokens per second during generation....
Sep 15, 20265 min read0 reactions0 comments
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Aug 11, 2026
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Aug 23, 2026Fix Local LLM Quality: Context Stacking & Rope Freq Tweaks
Your local LLMs feel dumb? I fixed local LLM quality by combining a context-stacking prompt technique with specific Ollama `modelfile` parameters. Factual er...
Aug 23, 20268 min read0 reactions0 comments
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Aug 15, 2026Local RAG and Vector Databases: AI Cognitive Sovereignty
The article analyzes Nitin Borwankar's approach to building local RAG systems, treating them as a...
Aug 15, 20261 min read0 reactions0 comments
Implementing Structured Output…
Originally published at norvik.tech Introduction Explore the technical aspects of...
Aug 11, 20263 min read0 reactions0 comments
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Jul 21, 20265 Dark LLMs que tu Competencia YA Usa (Julio 2026)
Descubre las herramientas de IA locales y sigilosas que impulsan a tus rivales hacia el éxito, antes de que sea demasiado tarde para ti.
Jul 21, 20265 min read0 reactions0 comments
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Jul 4, 2026Orchestrate Multiple Local LLMs: RTX 4090 Benchmarks
Running multi-agent systems? Here's how I orchestrate multiple local LLMs (CodeLlama, Llama-3, Gemma) on an RTX 4090 with Flutter/Node.js, with real performa...
Jul 4, 20269 min read1 reactions0 comments
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Jul 9, 2026Boost Developers' Productivity with AI-Driven Code Automation
Practical guide: Boost Developers' Productivity with AI-Driven Code Automation. Complete step-by-step tutorial with code.
Jul 9, 20263 min read0 reactions0 comments
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Jul 9, 2026Accelerate Coding Performance with Local LLMs: Pro Tips and Code Demos
Practical guide: Accelerate Coding Performance with Local LLMs: Pro Tips and Code Demos. Complete step-by-step tutorial with code.
Jul 9, 20263 min read0 reactions0 comments
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Jul 9, 2026Unlock 100x Faster Code Review with Local LLMs
Practical guide: Unlock 100x Faster Code Review with Local LLMs. Complete step-by-step tutorial with code.
Jul 9, 20263 min read0 reactions0 comments
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Jul 9, 2026Boost AI Performance with Local LLM Integration Strategies
Practical guide: Boost AI Performance with Local LLM Integration Strategies. Complete step-by-step tutorial with code.
Jul 9, 20263 min read0 reactions0 comments
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Jul 8, 2026Boost Web Scraping Efficiency 1000x with Local LLMs and CrewAI
Practical guide: Boost Web Scraping Efficiency 1000x with Local LLMs and CrewAI. Complete step-by-step tutorial with code.
Jul 8, 20262 min read0 reactions0 comments
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Jul 9, 2026Accelerate Code Review with Local LLMs: 100x Faster Auditing
Practical guide: Accelerate Code Review with Local LLMs: 100x Faster Auditing. Complete step-by-step tutorial with code.
Jul 9, 20263 min read0 reactions0 comments