diff --git a/milli/benches/README.md b/milli/benches/README.md
index c02af0084..9b53fc0d1 100644
--- a/milli/benches/README.md
+++ b/milli/benches/README.md
@@ -3,6 +3,13 @@ Benchmarks
 
 For our benchmark we are using a small subset of the dataset songs.csv. It was generated with this command:
 ```
-xsv sample --seed 42 song.csv -o smol_songs.csv
+xsv sample --seed 42 song.csv -o smol-songs.csv
+```
+You can download it [here](https://meili-datasets.s3.fr-par.scw.cloud/benchmarks/smol-songs.csv.gz)
+And the original `songs.csv` dataset is available [here](https://meili-datasets.s3.fr-par.scw.cloud/songs.csv.gz).
+
+You need to put this file in the current directory: `milli/milli/benches/smol-songs.csv.gz`
+You can run the following command from the root of this git repository
+```
+wget https://meili-datasets.s3.fr-par.scw.cloud/benchmarks/smol-songs.csv.gz -O milli/benches/smol-songs.csv.gz
 ```
-The original songs.csv datasets is available [here](https://meili-datasets.s3.fr-par.scw.cloud/songs.csv.gz)