Update README.md

README.md

@@ -173,8 +173,8 @@ NuminaMath 2.0 is intended for:
 - language-specific training tasks, such as translation of mathematical texts
 
 In our paper, we provide several ablation experiments for different use cases using NuminaMath 2.0,
-showing significant gains on CPT for various pre-trained models, such as Qwen3-1.7B, LLama-3.2-1B and 7B etc.
+showing significant gains on CPT for various pre-trained models, such as Qwen3-1.7B, LLama-3.2-1B,and 7B, etc.
 
-## Acknowledgements
+## Acknowledgments
 We would like to thank the **HuggingFace data team**, **Benchmarks&Baselines** and **Project Numina** for providing the resources (both compute and time)
 that enabled us to create this dataset.