diff --git a/prepare_wiki-en.sh b/prepare_wiki-en.sh
new file mode 100755
index 0000000..9e5add9
--- /dev/null
+++ b/prepare_wiki-en.sh
@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+
+ROOT="data"
+DATA_DIR="${ROOT}/wiki/"
+mkdir -p "${DATA_DIR}"
+echo "Saving data in ""$DATA_DIR"
+wget -c "https://s3.amazonaws.com/research.metamind.io/wikitext/wikitext-2-v1.zip" -P "${DATA_DIR}"
+wget -c "https://s3.amazonaws.com/research.metamind.io/wikitext/wikitext-103-v1.zip" -P  "${DATA_DIR}"
+
+unzip "${DATA_DIR}/wikitext-2-v1.zip" -d "${DATA_DIR}"
+unzip "${DATA_DIR}/wikitext-103-v1.zip" -d "${DATA_DIR}"
+
+for f in ${DATA_DIR}/wikitext-*/wiki.*.tokens; do
+    nf=$(dirname $f)/en.$(basename $f)
+    echo "Renaming $f to $nf"
+    mv $f $(dirname $f)/en.$(basename $f)
+done
+
+echo "Please note wikitext en is already tokenized with Moses"
\ No newline at end of file