| --- |
| base_model: Qwen/Qwen2.5-Coder-1.5B-Instruct |
| library_name: peft |
| model_name: patch |
| tags: |
| - base_model:adapter:Qwen/Qwen2.5-Coder-1.5B-Instruct |
| - lora |
| - sft |
| - trl |
| - code-repair |
| - sysmlv2 |
| - patch-generation |
| licence: license |
| pipeline_tag: text-generation |
| --- |
| |
| This model is a fine-tuned version of [Qwen/Qwen2.5-Coder-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B-Instruct). |
| It has been trained using [TRL](https://github.com/huggingface/trl) on [this dataset](https://huggingface.co/datasets/rohhaiil/SysMLv2_Repair_with_SLMs). |
| It generates diff patches for repairing the code. |
|
|
| ### Framework versions |
|
|
| - PEFT 0.18.0 |
| - TRL: 0.26.2 |
| - Transformers: 4.57.3 |
| - Pytorch: 2.2.2 |
| - Datasets: 4.4.2 |
| - Tokenizers: 0.22.2 |
|
|
| ## Citation |
|
|
| GitHub Repository: [SysMLv2 Repair with KG-SLMs](https://github.com/rohailamalik/SysMLv2-repair-with-KG-SLMs) |
| ```bibtex |
| @inproceedings{alshami2026sysml, |
| title={Automated Semantic Fault Localization in SysML v2: A Human-in-the-Loop Framework Using Knowledge-Graph Augmented LLMs}, |
| author={Al-Shami, Haitham and Malik, Rohail and Ala-Laurinaho, Riku and Veps{\"a}l{\"a}inen, Jari and Viitala, Raine}, |
| booktitle={Proceedings of the 36th INCOSE International Symposium}, |
| year={2026}, |
| address={Yokohama, Japan}, |
| month={June}, |
| date={16} |
| } |
| ``` |
