This is where the infrastructure gets real.
The Hardware Lab is for everything physical — the machines, GPUs, memory, storage, and configurations that make local AI possible. Think of this as the garage where we build.
What belongs here:
→ Build posts — share your setup with specs, photos, and what you're running on it
→ Benchmarks — tokens/sec, VRAM utilization, power draw, thermals
→ Buying decisions — "I have $X budget, what should I get?" (we love these)
→ Troubleshooting — something not performing? Post your specs and symptoms
→ Upgrades — before/after comparisons when you add RAM, swap a GPU, or change configs
What makes a great Hardware Lab post:
- Be specific. "My computer is slow" doesn't help. "Getting 12 tok/s on Llama 3.1 8B Q4_K_M with RTX 4060 Ti 16GB, 32GB DDR5" — that helps everyone.
- 2. Include your OS and inference engine (Ollama, llama.cpp, vLLM, etc.)
- 3. Share what you've already tried before asking for help
There's no minimum budget to participate. A $500 setup that's running well is just as valuable as a $5,000 build. The goal is informed decisions at every price point.
Post your current rig below — even if it's just a laptop. That's your starting line.
— Eric