diff --git a/README.md b/README.md
index d53869c..53ec55b 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 <img width="1069" alt="Screenshot 2023-10-09 at 4 20 38 PM" src="https://github.com/Meesho/spark_calibration/assets/102668625/4d45d9d9-601b-406b-8b8a-55be944d4019">
 
-This package provides a Betacal class which allows the user to fit the default beta calibration model and predict calibrated scores
+This package provides a Betacal class which allows the user to fit/train the default beta calibration model on pyspark dataframes and predict calibrated scores
 
 
 ## Setup
diff --git a/dist/spark_calibration-1.0.8-py3-none-any.whl b/dist/spark_calibration-1.0.8-py3-none-any.whl
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diff --git a/pyproject.toml b/pyproject.toml
index 57cb3e9..bb41017 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "spark_calibration"
-version = "1.0.7"
+version = "1.0.8"
 authors = [
   { name="Jaya", email="jaya.kommuru@meesho.com"}
 ]