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-# Technical-University-Intelligent-System
+# Technical University Intelligent System
 
-TU AI
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+
+## Add files
+
+- [ ] [Create](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#create-a-file) or [upload](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#upload-a-file) files
+- [ ] [Add files using the command line](https://docs.gitlab.com/ee/gitlab-basics/add-file.html#add-a-file-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](https://docs.gitlab.com/ee/user/project/members/)
+- [ ] [Automatically close issues from merge requests](https://docs.gitlab.com/ee/user/project/issues/managing_issues.html#closing-issues-automatically)
+- [ ] [Enable merge request approvals](https://docs.gitlab.com/ee/user/project/merge_requests/approvals/)
+- [ ] [Set auto-merge](https://docs.gitlab.com/ee/user/project/merge_requests/merge_when_pipeline_succeeds.html)
+
+## 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@horsefucker.org 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
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