# Architect

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Hyunsoo Kang](https://cerebralvalley.ai/u/jakekang19)
- **GitHub:** https://github.com/echoo19/architect
- **Demo video:** https://echoo19.github.io/architect/architect-film.mp4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2798

Architect is the training system for your own AI. A large model teaches a smaller, open-weight model how your organization works, then the specialist runs on your own hardware.

Each team uploads files, policies, and recordings of how work is completed. These are studied by Muse Spark in order to improve the prompts, tools, and verified training examples of Muse Glimmer. All changes made to Architect are tested by Architect to keep track of gains and to make sure that none of the changes result in regression. Architect supports LoRA/QLoRA fine-tuning as well.

The taught academy operations specialist passed 43 of 48 tasks on the unseen organizations, compared to 24 of 48 before the teaching. The inventory specialist passed 27 of 32 tasks on the unseen organizations, compared to 4 of 32 before teaching. These are specific results on the tasks and are recorded in the repo. There are also limitations.

The graduate runs offline with its model and tools. Writes require approval, and optional risk certificates set when it should answer or hand off to a person. Architect ships as a desktop app with a personal edition, a Lab edition for experiments, and an experimental WSP edition for guarded weight-editing research.

I created Architect in an empty repository for this hackathon. The code, results from experiments and the application itself are available for download from the public repository.

Try it and see the results: https://echoo19.github.io/architect/

## More from Meta Global AI Developer Hackathon

- [Team Pico](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2795)
- [crumpledpaper](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2796)
- [Brahma](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2797)
- [Sotto](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2799)
- [Upgrade Gate](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2800)
- [JustMe](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2801)

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