01What Is Ornith-1.0 Local Model?

The Ornith-1.0 local model is a free, open-source AI model that runs entirely on your own computer. It doesn't need the internet, and nothing leaves your machine. In this episode, Julian Goldie shows how it works and what you can build with it.

Ornith-1.0 is a 9-billion-parameter model. It's small but powerful. It can run on a Mac or PC, and it's fast and responsive.

You can use it to create apps, run AI agents, and even build entire projects with just a single prompt.

The model is part of a family that includes 9B, 31B, and 35B versions. The 9B version is the one Julian focuses on. It's designed for agentic coding, which means it can plan, write code, and fix bugs on its own.

02Key Features and Performance

Ornith-1.0 stands out because it's free, private, and works offline. You don't pay per API call, and you don't get rate limits. It runs inside a sandbox on your machine, so your data stays with you.

  • Free to use – no subscriptions or pay-per-use fees.
  • Private – everything stays on your computer.
  • Works offline – usable on a plane or without Wi-Fi.
  • Outperforms larger models – beats Qwen 3.5 35B and Gemma 4 on benchmarks.
  • Easy to set up – just a few commands.

In benchmarks, Ornith-1.0 (9B) beats Qwen 3.5 9B by a big margin. It also outperforms Qwen 3.5 35B, which is four times larger. It even scores higher than Gemma 4 12B and is similar to Gemma 4 31B.

03How to Set Up Ornith-1.0

Setting up Ornith-1.0 is simple. Julian shows that you can have it running in minutes. Here are the steps he covers:

  1. Download the model from Hugging Face – it's free.
  2. Install LM Studio to run the model locally.
  3. Copy the model file or use LM Studio to load it.
  4. Run a couple of commands in your terminal to connect the model to your system.
  5. Plug it into your agent operating system or use it directly in LM Studio.

The setup is not technical. Julian says it's just like a couple of commands. Once it's running, you can start using it right away.

You can also find it on Hugging Face for free.

04How to Use Ornith-1.0 for Building Apps

In this episode, Julian shows how to use Ornith-1.0 to build a habit tracker. He types a single prompt like "build out a habit tracker" into the chat. The model then plans the app, writes the HTML, and creates a working preview.

You can open the preview in a new tab, download the HTML, and save it in your workspace. Julian also shows that you can come back to previous creations and see the full conversation history.

  • Build apps with one prompt – no coding needed.
  • Preview apps directly inside the chat.
  • Download the HTML or open it in a full tab.
  • Edit and revisit projects anytime.

Ornith-1.0 is not just for simple apps. Julian also uses it with his agent operating system to run a team of agents, all for free. You can use it with the agent Kanban to organize tasks on a board, or with Hermes to create agent profiles.

05Benchmarks and Comparisons

Julian shows benchmark results comparing Ornith-1.0 to other models. The results are impressive for a local model. Ornith-1.0 (9B) outperforms Qwen 3.5 9B by a lot.

It also beats Qwen 3.5 35B, which is a much larger model.

When compared to Gemma 4, Ornith-1.0 does much better than Gemma 4 12B. It is at a similar level to Gemma 4 31B but still comes out ahead. These results show that local models are getting better and can now compete with cloud models that are not the absolute latest.

Julian notes that Ornith-1.0 is not as good as frontier models like Claude Opus 4.8. But for a free, local model, it's one of the best he has seen. It's fast, reliable, and can build real apps.

06Tips, Limits, and Mistakes to Avoid

Julian shares some honest tips and warnings. Ornith-1.0 is not perfect. Some tasks don't work on the first try.

He says most things worked first time, but some needed fixes. The local engine can find bugs and fix them itself, but you should expect occasional errors.

  • Expect some failures – local models are not as reliable as cloud ones.
  • Check your hardware – performance depends on your setup.
  • Compare to last year's frontier – local models are about a year behind.
  • Use the loop engine – you can have a free API judge the work and loop it around.

Julian also clears up myths. Some people think powerful AI must live in the cloud, but Ornith-1.0 proves you can run powerful AI locally. Others think free means worse, but it depends on what you compare it to.

If you need a free, private, offline option, this is a good choice.

07Who Should Use Ornith-1.0 and Why It Matters

Ornith-1.0 is for anyone who wants to run AI agents for free. It's great for developers, hobbyists, and business owners who want privacy. Julian says you can use it on a Mac or PC, and it works even without Wi-Fi, like on a plane.

It matters because it changes the game for local AI. You no longer need to pay for cloud services or worry about data leaving your machine. You can build real apps, run agents, and even create video scripts locally.

Julian also mentions that you can get his full setup, including the agent operating system, inside his AI profit boardroom community. Members share tips and even build AI avatars with local models. So if you want to explore local AI, Ornith-1.0 is a solid starting point.