Real benchmarks. Real hardware. Real costs.
Run AI at home, practically.
GPU benchmarks, local LLM tutorials, ComfyUI workflows, and self-hosted AI guides for the home lab crowd. Tested on the cards you can actually buy.
What we cover
Four corners of the home AI lab.
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GPU Benchmarks
Real numbers for Stable Diffusion, Flux, ComfyUI, and local LLMs across the cards normal humans can afford.
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Local LLM Tutorials
Step-by-step Ollama, llama.cpp, LM Studio, and quantized model picks that fit your VRAM, not a datacenter's.
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ComfyUI & Image Gen
Workflows that work, LoRA training on limited VRAM, and node setups without the YouTube guesswork.
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Self-Hosted Stack
Open WebUI, n8n automations, privacy-first infra. Your data, your hardware, your rules.
Latest posts
Fresh from the bench.
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RTX 5060 Ti 16GB Ollama Benchmark: Llama2 13B, Mistral 7B, and DeepSeek-Coder Real Numbers (May 2026)
Live Ollama 0.23.2 benchmarks on an RTX 5060 Ti 16GB: Llama2 13B at 53 tok/s, Mistral 7B at 90 tok/s, DeepSeek-Coder 6.7B at 101 tok/s. Real VRAM usage and cold-load times.
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Hosting Stable Diffusion as a Family Service: Multi-User Setup (2026)
Share your home Stable Diffusion server with family using ComfyUI or A1111, basic auth, per-user workflow folders, and Tailscale for phone access.
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Whisper Large-v3 Self-Hosted: Real-time Transcription Server (2026)
How to run Whisper Large-v3 on your own GPU as a transcription server using faster-whisper. VRAM requirements, real benchmarks by GPU tier, FastAPI setup, and honest limitations.
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ComfyUI on Linux Production Setup in 2026: systemd, Caddy, and Remote Access That Actually Works
A production-grade ComfyUI install on Ubuntu 24.04: systemd autostart, Caddy reverse proxy with HTTPS, Tailscale for remote access, and the auth gap nobody discusses.
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QLoRA on RTX 4090 in 2026: True Total Cost After 100 Training Runs vs RunPod
Real per-run cost for 100 QLoRA fine-tunes on a used RTX 4090 vs RunPod cloud. The contrarian math cloud vendors and DIY influencers both skip.
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