---
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}
}
```