Update README.md

README.md

@@ -1,8 +1,43 @@
----
-license: apache-2.0
-base_model:
-- deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
-pipeline_tag: question-answering
-metrics:
-- accuracy
----
+---
+license: apache-2.0
+base_model:
+- deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
+pipeline_tag: question-answering
+metrics:
+- accuracy
+---
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+This model is specialized for causal inference.
+
+## Model Details
+
+- **Developed by:** OpenCausaLab
+- **Model type:** LLM.
+- **Language(s) (NLP):** Englsih.
+
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** https://github.com/OpenCausaLab/CauGym
+- **Paper :** https://www.arxiv.org/abs/2602.06337
+
+
+
+## Citation 
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+```latex
+@misc{chen2026posttrainingtransformllmscausal,
+      title={Can Post-Training Transform LLMs into Causal Reasoners?}, 
+      author={Junqi Chen and Sirui Chen and Chaochao Lu},
+      year={2026},
+      eprint={2602.06337},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2602.06337}, 
+}
+```