Update README.md

README.md

@@ -27,4 +27,20 @@ configs:
     path: data/train-*
   - split: test
     path: data/test-*
+license: mit
 ---
+
+<img src="https://huggingface.co/datasets/allenai/blog-images/resolve/main/tulu-3/Tulu3-logo.png" alt="Tulu3 banner" width="400" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
+
+# GSM8k Data - RLVR Formatted
+
+This dataset contains the GSM8k dataset formatted for use with [open-instruct](https://github.com/allenai/open-instruct) - specifically reinforcement learning with verifiable rewards.
+
+Part of the Tulu 3 release, for which you can see models [here](https://huggingface.co/collections/allenai/tulu-3-models-673b8e0dc3512e30e7dc54f5) and datasets [here](https://huggingface.co/collections/allenai/tulu-3-datasets-673b8df14442393f7213f372).
+
+## Dataset Structure
+Each example in the dataset contains the standard instruction-tuning data points as follow:
+
+- messages (list): inputs used to prompt the model (after chat template formatting).
+- ground_truth (str): the answer for the given sample.
+- dataset (str): the name of the dataset, which determines which verifiable function is used.