Update README.md

README.md

@@ -26,8 +26,7 @@ configs:
 
 # Description
 
-This dataset is a sampled subset of the [Pile](https://huggingface.co/datasets/EleutherAI/pile) dataset. 
-We used [DSIR](https://github.com/p-lambda/dsir) a data selection tool with importance resampling for subsampling.
+This dataset is a sampled subset of the [Pile](https://huggingface.co/datasets/EleutherAI/pile) dataset.
 
 The subset sample distribution is:
 
@@ -57,12 +56,12 @@ The subset sample distribution is:
 ```
 
 
-The dataset contains ~100M words of text. This can be checked with:
+The dataset contains ~10M words of text. This can be checked with:
 
 ```python
 from datasets import load_dataset
 
-ds = load_dataset("PatrickHaller/dsir-pile-10M-words")
+ds = load_dataset("PatrickHaller/pile-10M-words")
 
 count = 0
 for row in ds["train"]: