diff --git a/README.md b/README.md
index 601c792..73c1c5a 100644
--- a/README.md
+++ b/README.md
@@ -31,7 +31,7 @@ This will pull the CUDA 12 version of pytorch. If you are running CUDA 11, you n
 
 #### cucim
 
-You can install cucim to speed up the postprocessing process. cucim will use the gpu to perform binary erosion of edge artifacts, which runs alot faster than the standard CPU implementation of scikit-learn.
+You can install cucim to speed up the postprocessing process. cucim will use the gpu to perform binary erosion of edge artifacts, which runs a lot faster than the standard CPU implementation of scikit-learn.
 
 `pip install --extra-index-url=https://pypi.nvidia.com cucim-cu11==24.4.*`
 
diff --git a/pyproject.toml b/pyproject.toml
index 8af0a81..b8b0d75 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "thaw-slump-segmentation"
-version = "0.10.4"
+version = "0.10.5"
 description = "Thaw slump segmentation workflow using PlanetScope data and pytorch"
 authors = [
     { name = "Ingmar Nitze", email = "ingmar.nitze@awi.de" },