Tech Articles
Curated developer articles, tutorials, and guides – auto-updated hourly
Patrick Hughes6d ago • 5 min read
When a 4B Local LLM Beats 26B on One Task
On one RTX 5090 workshop, a 4B model beat a 26B model on speed while both passed four code checks. H...
#localllm#modelselection#rtx5090#ollama
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Thurmon DemichAug 12, 2026 • 7 min read
Best GPU for SANA-Streaming in 2026: 5090 Tipping Point
NVIDIA SANA-Streaming hits 24 FPS on RTX 5090 with 5.6GB VRAM. But real workloads need 32GB headroom...
#gpu#sanastreaming#aivideoediting#rtx5090
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Patrick Hughes4d ago • 5 min read
How I Test a 30B Local Model Before I Load It
A 30B local model can fit on paper and still fail the job. This test plan checks memory, tool use, s...
#localai#localllm#rtx5090#ollama
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Patrick Hughes4d ago • 4 min read
How I Benchmark Local LLMs Before I Trust Them
A local LLM benchmark should end with a decision. I record task quality, tokens per second, VRAM, po...
#localllm#benchmarking#rtx5090#5090reports
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