diff --git a/README.md b/README.md
index caa04c77e1e087b736aa7480c84c9ad77ae6b15b..76a58e117e750ef39ff81e4c24b40e6d17884246 100644
--- a/README.md
+++ b/README.md
@@ -37,10 +37,10 @@ _Since wiktextract is not regularly published as a Python package, we fix versio
 
 ### 4. Load templates from dump files
 
-Run the script `src/load_templates.py` to extract module and template pages from the dumpfile into an sqlite database that will be used by `wiktextract`.
+Run the script `src/load_dumps.py` the dumpfile into an sqlite database that will be used by `wiktextract`.
 
 ```
-python src/load_templates.py
+python src/load_dumps.py
 ```
 
 ### 5. Start flask app
@@ -50,10 +50,13 @@ flask --app src/app.py run
 ```
 
 ## Using Docker
-Alternatively the app can also be containerized using Docker. You still have to provide the dump files in `dumps/`. 
+
+Alternatively the app can also be containerized using Docker. You still have to provide the dump files in `dumps/`.
 
 Then performs the two steps:
+
 ### 2. Build image
+
 ```
 docker build -t live-query-wiktextract .
 ```