Update README.md

README.md

@@ -20,3 +20,26 @@ configs:
   - split: retain
     path: data/retain-*
 ---
+
+# MUSE-Books-Train
+
+<!-- Provide a quick summary of the dataset. -->
+
+This dataset is a simple merger of the pretraining data from the original MUSE-Books dataset.
+
+## Dataset Details
+
+
+### Dataset Sources [optional]
+
+<!-- Provide the basic links for the dataset. -->
+
+- **Repository:** https://huggingface.co/datasets/muse-bench/MUSE-Books
+- **Paper:** https://arxiv.org/pdf/2407.06460
+
+
+
+## Dataset Creation
+To create this dataset, we simply started from the muse-bench dataset and selected the `train` subset.
+Then, by merging the `retain1` and `retain2` splits we get the actual `retain` subset, and by further merging this with the original `forget` split,
+we get the full dataset used for pre-training on the specific MUSE task.