diff --git a/examples/images/diffusion/README.md b/examples/images/diffusion/README.md
index 725052bdb..ddc7e2d97 100644
--- a/examples/images/diffusion/README.md
+++ b/examples/images/diffusion/README.md
@@ -31,12 +31,11 @@ More details can be found in our [blog of Stable Diffusion v1](https://www.hpc-a
 This project is in rapid development.
 
 - [X] Train a stable diffusion model v1/v2 from scatch
-- [X] finetune a pretrained Stable diffusion v1 model
+- [X] Finetune a pretrained Stable diffusion v1 model
 - [X] Inference a pretrained model using PyTorch
-- [ ] finetune a pretrained Stable diffusion v2 model
+- [ ] Finetune a pretrained Stable diffusion v2 model
 - [ ] Inference a pretrained model using TensoRT
 
-
 ## Installation
 
 ### Option #1: install from source
diff --git a/examples/images/diffusion/test_ci.sh b/examples/images/diffusion/test_ci.sh
new file mode 100644
index 000000000..e69de29bb