update README.md

README.md

@@ -47,6 +47,8 @@ Alternatively, you can also directly download the files using the following inst
 is given in `_CC_SNAPSHOT_IDS`, and the available partitions are `tail` and `head_middle`. The available language tags
 are `en`, `de`, `fr`, `es`, `it`.
 
+To download the plain text data, available for both the `head_middle` and `tail` partitions, you can run
+
 ```bash
 CC_SNAPSHOT="2023-06"
 LANG="en"
@@ -66,6 +68,21 @@ while read line; do
   wget "$url" -O "$dest"
 done <"$listings_file"
 
+```
+
+In addition, for the `head_middle` partition, you can also download the quality signals, minhash signatures and 
+duplicate ids using the following commands:
+
+```bash
+CC_SNAPSHOT="2023-06"
+LANG="en"
+BASE_URL="https://data.together.xyz/redpajama-data-v2/v1.0.0"
+
+listings_tag="${LANG}-${CC_SNAPSHOT}-head_middle"
+mkdir listings
+wget "${BASE_URL}/listings/${listings_tag}.txt" -O "listings/${listings_tag}.txt"
+listings_file="listings/${listings_tag}.txt"
+
 # download quality signals
 while read line; do
   url="${BASE_URL}/quality_signals/${line}.signals.json.gz"