Update README.md

README.md

@@ -6,8 +6,10 @@ tags:
 - base_model:adapter:Qwen/Qwen2.5-Coder-1.5B-Instruct
 - lora
 - sft
-- transformers
 - trl
+- code-repair
+- sysmlv2
+- patch-generation
 licence: license
 pipeline_tag: text-generation
 ---
@@ -15,25 +17,8 @@ pipeline_tag: text-generation
 # Model Card for patch
 
 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).
-
-## Quick start
-
-```python
-from transformers import pipeline
-
-question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
-generator = pipeline("text-generation", model="None", device="cuda")
-output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
-print(output["generated_text"])
-```
-
-## Training procedure
-
- 
-
-
-This model was trained with SFT.
+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
 
@@ -44,19 +29,17 @@ This model was trained with SFT.
 - Datasets: 4.4.2
 - Tokenizers: 0.22.2
 
-## Citations
-
-
+## Citation
 
-Cite TRL as:
-    
+GitHub Repository: [SysMLv2 Repair with KG-SLMs](https://github.com/rohailamalik/SysMLv2-repair-with-KG-SLMs)
 ```bibtex
-@misc{vonwerra2022trl,
-	title        = {{TRL: Transformer Reinforcement Learning}},
-	author       = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallou{\'e}dec},
-	year         = 2020,
-	journal      = {GitHub repository},
-	publisher    = {GitHub},
-	howpublished = {\url{https://github.com/huggingface/trl}}
+@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}
 }
 ```