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

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

#ai #llm #opensource #hardware
Comments 1
1 min read
Why GPU Memory Bandwidth Matters More Than VRAM for Local LLMs
billybobgurr profile

Why GPU Memory Bandwidth Matters More Than VRAM for Local LLMs

#ai #llm #opensource #hardware
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2 min read
How Much RAM Do You Really Need to Run LLMs Locally? 2026 Benchmarks
pavelespitia profile

How Much RAM Do You Really Need to Run LLMs Locally? 2026 Benchmarks

#ai #ollama #hardware #beginners
2
Comments
6 min read
Why Most Browser AI Demos Fail on Real Hardware
bruno_juca_7038c22bcca1db profile

Why Most Browser AI Demos Fail on Real Hardware

#ai #inference #hardware #benchmark
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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.
jvancedev profile

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

#homelab #selfhosted #hardware #proxmox
1
Comments 1
4 min read
Building 24/7 Digital Signage Systems: 8 Practical Ways to Reduce LCD Image Retention
alan12 profile
Alan

Building 24/7 Digital Signage Systems: 8 Practical Ways to Reduce LCD Image Retention

#hardware
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3 min read
What is a Mobile AI Agent? The Architecture, Limits, and Hardware Problem (2026)
nataiden profile
Nat

What is a Mobile AI Agent? The Architecture, Limits, and Hardware Problem (2026)

#ai #mobile #hardware #llm
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4 min read
Beyond Temperature Polling - Designing an Event-Driven Cold Chain Telemetry Stack
applekoiot profile

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

#iot #embedded #hardware #architecture
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5 min read
The ASIC Unbundling
david_aronchick_ea415de50 profile

The ASIC Unbundling

#aiinfrastructure #distributedsystems #hardware #silicon
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7 min read
The Ultimate AI Shortcut That Wasn't
al-chris profile
Chris

The Ultimate AI Shortcut That Wasn't

#kicad #ai #hardware #automation
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2 min read
I built permanent QR codes for GitHub repositories because hardware
smegg99 profile

I built permanent QR codes for GitHub repositories because hardware

#github #opensource #webdev #hardware
1
Comments
3 min read
What the leak detector taught me about real-world noise
hrshhrj profile

What the leak detector taught me about real-world noise

#electronics #beginners #arduino #hardware
Comments
2 min read
I built a free automated bell system for schools using Python and a $6 USB relay — here's how and why
sasiezhilmani profile

I built a free automated bell system for schools using Python and a $6 USB relay — here's how and why

#python #opensource #automation #hardware
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3 min read
Beyond the Bottleneck Calculator: How CPU & GPU Bottlenecks Really Impact Real-World Performance
bilalpssc profile

Beyond the Bottleneck Calculator: How CPU & GPU Bottlenecks Really Impact Real-World Performance

#webdev #performance #hardware #gaming
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2 min read
Beyond Prototyping: Industrial Additive Manufacturing Trends for 2025-2026
eyecontact-3d profile

Beyond Prototyping: Industrial Additive Manufacturing Trends for 2025-2026

#3dprinting #manufacturing #hardware #engineering
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4 min read
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