# DaviesTechLabs
### Niche LLMs. Modest hardware. Practical possibilities.

DaviesTechLabs is a small, homelab-driven startup exploring specialized
language models that fit within real hardware limits.

Our focus is simple: find useful models for specific tasks and make
the most of the compute we have.

## What we're exploring

- **Niche LLMs** — specialized models for focused use cases.
- **Local inference** — running models on limited homelab hardware.
- **Efficient experimentation** — exploring compact models, quantization,
  and the tradeoffs between capability, speed, and memory.

## Our approach

Hardware constraints shape our experiments. We care about what a model
can do, what it takes to run it, and where its limitations show up.

This page is where we'll share our work as it develops: experiments,
models, and lessons from getting useful AI running in a small homelab.

If you're exploring specialized LLMs on modest hardware too, welcome.