Update README.md

README.md

@@ -114,6 +114,17 @@ outputs = pipeline(
 print(outputs[0]["generated_text"][-1]['content'])
 ````
 
+To use the model with GenSelect inference, we recommend following our 
+[reference implementation in NeMo-Skills](https://github.com/NVIDIA/NeMo-Skills/blob/main/nemo_skills/pipeline/genselect.py). 
+Alternatively, you can manually extract the summary from all solutions and use this 
+[prompt](https://github.com/NVIDIA/NeMo-Skills/blob/main/nemo_skills/prompt/config/openmath/genselect.yaml) for the math problems.
+We will add the prompt we used for the coding problems and a reference implementation soon!
+
+You can learn more about GenSelect in these papers:
+* [AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset](https://arxiv.org/abs/2504.16891)
+* [GenSelect: A Generative Approach to Best-of-N](https://openreview.net/forum?id=8LhnmNmUDb)
+
+
 ## Citation
 
 If you find the data useful, please cite: