diff --git a/README.md b/README.md
index c7e5399..5e48327 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,7 @@ This is the backend for the [HyperTuner Cloud](https://github.com/hyper-tuner/hy
 
 ## Setting up your instance
 
-Use provider Docker files from the `/docker` directory or just grab the binary from the [Releases](https://github.com/hyper-tuner/cloud-backend/releases) page.
+Use provider Docker image from or just grab the binary from the [Releases](https://github.com/hyper-tuner/cloud-backend/releases) page.
 
 ```bash
 ./cloud-backend serve
@@ -33,7 +33,7 @@ This will create `pb_data` directory where all the data will be stored (SQLite,
 
 Now you can access the admin UI at: [https://your-instance.com/_/](https://your-instance.com/_/).
 
-### Docker
+### Docker image
 
 https://hub.docker.com/r/karniv001/hyper-tuner-cloud-backend