# Technical University Intelligent System


## Add files

- [ ] Create or upload files
- [ ] Add files using the command line or push an existing Git repository with the following command:

```
cd existing_repo
git remote add origin https://git.bidonov.xyz/TUIS/Technical-University-Intelligent-System.git
git branch -M main
git push -uf origin main
```

## Collaborate things done so far
- [x] Invite team members and collaborators
- [ ] Automatically close issues from merge requests
- [ ] Enable merge request approvals
- [ ] Set auto-merge

## Description
Finetuned LLM specifically made for TU Sofia

## Installation
Coming soon

## Usage
Coming soon

## Support
It works on my PC lol - you can contact me over at tarkan@bidonov.xyz or message me on matrix @tarkan:bidonov.xyz

## Roadmap
- [x] Pick a base model for finetune
- [x] Pick and optimize the inference framework
- [x] Pick and optimize the finetuning framework
- [x] Test and iron out the qurks in the frameworks
- [x] Making a finetune as proof of concept that everything works and it is optimal
- [x] Testing the model with both the local inference and API inference
- [ ] Making the dataset
- [ ] Making the eval dataset
- [ ] Running training steps for QLoRA, LoRA and Full-Finetune
- [ ] Deploying and final touches

## Authors and acknowledgment
- Lead Developer - [Asen Velchov](https://git.bidonov.xyz/root)
- Developer and Data Architect/Engineer - [Stefan Vasilev](https://git.bidonov.xyz/chefo)
## License
This Project Uses the [MIT](https://git.bidonov.xyz/TUIS/Technical-University-Intelligent-System/src/branch/main/LICENSE) License

## Project status
The project is in active development