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# hardware

Discussing monitors, tablets, laptops, and other design hardware

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When I started running models locally, I thought quantization meant squeezing more into RAM. Turns o

When I started running models locally, I thought quantization meant squeezing more into RAM. Turns o

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1 min read
DeepSeek-V4-Flash Benchmarks, FlashRT CUDA Runtime, & V100 LLM Performance

DeepSeek-V4-Flash Benchmarks, FlashRT CUDA Runtime, & V100 LLM Performance

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3 min read
Why GPU Memory Bandwidth Matters More Than VRAM for Local LLMs

Why GPU Memory Bandwidth Matters More Than VRAM for Local LLMs

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2 min read
RTX 5090, LLaMA.cpp TurboQuant, & Blackwell CUDA Scheduling Boosts GPU Performance

RTX 5090, LLaMA.cpp TurboQuant, & Blackwell CUDA Scheduling Boosts GPU Performance

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3 min read
Why Most Browser AI Demos Fail on Real Hardware

Why Most Browser AI Demos Fail on Real Hardware

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4 min read
Stop picking a homelab mini-PC by TDP. The number that decides the power bill is idle watts.

Stop picking a homelab mini-PC by TDP. The number that decides the power bill is idle watts.

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4 min read
CUDA-Oxide 0.1, RTX 5070 Launch, & BeeLlama.cpp Boost 3090 Inference

CUDA-Oxide 0.1, RTX 5070 Launch, & BeeLlama.cpp Boost 3090 Inference

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3 min read
CUDA-Oxide 0.1 Lands; RTX 5090 Launches with 32GB & Hits 600 Tok/s

CUDA-Oxide 0.1 Lands; RTX 5090 Launches with 32GB & Hits 600 Tok/s

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3 min read
AMD MI350P, CUDA WarpReduction, & Adrenalin 26.5.1 Driver Updates

AMD MI350P, CUDA WarpReduction, & Adrenalin 26.5.1 Driver Updates

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3 min read
Beyond Temperature Polling - Designing an Event-Driven Cold Chain Telemetry Stack

Beyond Temperature Polling - Designing an Event-Driven Cold Chain Telemetry Stack

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5 min read
RTX 5080 Sighted, ROCm 7.2.3 Released, & AMD RDNA4 Linux Drivers Emerge

RTX 5080 Sighted, ROCm 7.2.3 Released, & AMD RDNA4 Linux Drivers Emerge

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3 min read
The ASIC Unbundling

The ASIC Unbundling

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7 min read
AMD Ryzen AI Max+ PRO 495 Leak, RTX 5080 Tease, & Interactive CUDA Lessons

AMD Ryzen AI Max+ PRO 495 Leak, RTX 5080 Tease, & Interactive CUDA Lessons

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3 min read
The Ultimate AI Shortcut That Wasn't

The Ultimate AI Shortcut That Wasn't

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2 min read
I built permanent QR codes for GitHub repositories because hardware

I built permanent QR codes for GitHub repositories because hardware

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3 min read
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