diff --git a/docs/source/en/api/schedulers/score_sde_ve.mdx b/docs/source/en/api/schedulers/score_sde_ve.mdx
index 0906227229ea..66a00c69e3b4 100644
--- a/docs/source/en/api/schedulers/score_sde_ve.mdx
+++ b/docs/source/en/api/schedulers/score_sde_ve.mdx
@@ -10,11 +10,11 @@ an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express o
 specific language governing permissions and limitations under the License.
 -->
 
-# variance exploding stochastic differential equation (VE-SDE) scheduler
+# Variance Exploding Stochastic Differential Equation (VE-SDE) scheduler
 
 ## Overview
 
 Original paper can be found [here](https://arxiv.org/abs/2011.13456).
 
 ## ScoreSdeVeScheduler
-[[autodoc]] ScoreSdeVeScheduler
\ No newline at end of file
+[[autodoc]] ScoreSdeVeScheduler