Category: Tech
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The Ultimate Local AI Stack: How to Run vLLM with Open WebUI
Ditch the Ollama bottleneck. Learn how to set up vLLM with Open WebUI for 24x faster local AI inference. Includes Docker networking fixes and optimization tips. If you are running local LLMs in 2026, you likely started with Ollama. It’s the “Apple” of local AI: sleek, simple, and it just works. But eventually, you hit…
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NVIDIA DGX Spark and Dell Pro max GB10 Review
Is the Dell GB10 better than the NVIDIA DGX Spark? We review the Grace Blackwell Superchip, compare it to dual RTX 4090s, and decide if this $3,999 AI server is worth the hype. You want a Petaflop of compute in the palm of your hand, but you don’t want to melt your credit card on…
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Fixed: Slow NAS Transfer Speed? Why Your “Upgrade” to Cat7 Might Be the Cause
Stuck at 11MB/s on your Synology? Discover how to fix slow NAS transfer speeds by identifying the ‘Cat7’ cable trap and correcting your switch daisy chain errors. You invested in a NAS (Synology DS1621+ for me) for its raw performance. You expected 100MB/s+ transfer speeds, capable of saturating a Gigabit link. Instead, you are staring…
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Battle of the Titans: NVIDIA DGX Spark vs Apple M4 Ultra — Which Unified Memory Wins?
NVIDIA DGX Spark vs Apple M4 Ultra. Can the NVIDIA DGX Spark beat the Apple M4 Ultra Mac Studio in AI tasks? We compare 1 PetaFLOP of compute vs. 819 GB/s of bandwidth. See which one wins for your AI dev desk. A bizarre rivalry has emerged in the AI hardware world. On one side,…
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The Mind-Blowing Secrets Inside NVIDIA DGX Spark’s GB10 Architecture
A deep dive into the Blackwell GB10 architecture of the NVIDIA DGX Spark. Learn how 5th-gen Tensor Cores and 128GB Unified Memory enable 1 PetaFLOP of AI power. If the first part of our series was the “What,” this part is the “How.” To understand why the NVIDIA DGX Spark is so revolutionary, we have…
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