diff --git a/mlflow/R/mlflow/DESCRIPTION b/mlflow/R/mlflow/DESCRIPTION
index 08f94a51302e5..7d3404036b778 100644
--- a/mlflow/R/mlflow/DESCRIPTION
+++ b/mlflow/R/mlflow/DESCRIPTION
@@ -1,7 +1,7 @@
 Type: Package
 Package: mlflow
 Title: Interface to 'MLflow'
-Version: 2.19.1
+Version: 2.20.0
 Authors@R: 
     c(person(given = "Matei",
              family = "Zaharia",
diff --git a/mlflow/java/client/pom.xml b/mlflow/java/client/pom.xml
index b3def5e0f1a27..1486cc76fe3d0 100644
--- a/mlflow/java/client/pom.xml
+++ b/mlflow/java/client/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>org.mlflow</groupId>
     <artifactId>mlflow-parent</artifactId>
-    <version>2.19.1-SNAPSHOT</version>
+    <version>2.20.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/mlflow/java/pom.xml b/mlflow/java/pom.xml
index 4a0f67854733b..d18812c4e5af8 100644
--- a/mlflow/java/pom.xml
+++ b/mlflow/java/pom.xml
@@ -3,7 +3,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>org.mlflow</groupId>
   <artifactId>mlflow-parent</artifactId>
-  <version>2.19.1-SNAPSHOT</version>
+  <version>2.20.0</version>
   <packaging>pom</packaging>
   <name>MLflow Parent POM</name>
   <url>http://mlflow.org</url>
@@ -59,7 +59,7 @@
   </distributionManagement>
 
   <properties>
-    <mlflow-version>2.19.1-SNAPSHOT</mlflow-version>
+    <mlflow-version>2.20.0</mlflow-version>
     <maven.compiler.source>1.8</maven.compiler.source>
     <maven.compiler.target>1.8</maven.compiler.target>
     <scala.version>2.11.12</scala.version>
diff --git a/mlflow/java/scoring/pom.xml b/mlflow/java/scoring/pom.xml
index cd784e5cafc22..cddbc644c8394 100644
--- a/mlflow/java/scoring/pom.xml
+++ b/mlflow/java/scoring/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>org.mlflow</groupId>
     <artifactId>mlflow-parent</artifactId>
-    <version>2.19.1-SNAPSHOT</version>
+    <version>2.20.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/mlflow/java/scoring/src/main/java/org/mlflow/sagemaker/ScoringServer.java b/mlflow/java/scoring/src/main/java/org/mlflow/sagemaker/ScoringServer.java
index 9548e86db1e45..8b40b8526abd5 100644
--- a/mlflow/java/scoring/src/main/java/org/mlflow/sagemaker/ScoringServer.java
+++ b/mlflow/java/scoring/src/main/java/org/mlflow/sagemaker/ScoringServer.java
@@ -172,7 +172,7 @@ static class VersionServlet extends HttpServlet {
     @Override
     public void doGet(HttpServletRequest request, HttpServletResponse response) throws IOException {
       response.setStatus(HttpServletResponse.SC_OK);
-      response.getWriter().print("2.19.1-SNAPSHOT");
+      response.getWriter().print("2.20.0");
       response.getWriter().close();
     }
   }
diff --git a/mlflow/java/scoring/src/test/java/org/mlflow/ScoringServerTest.java b/mlflow/java/scoring/src/test/java/org/mlflow/ScoringServerTest.java
index ad67ba82d75f2..1731794f1b5bf 100644
--- a/mlflow/java/scoring/src/test/java/org/mlflow/ScoringServerTest.java
+++ b/mlflow/java/scoring/src/test/java/org/mlflow/ScoringServerTest.java
@@ -78,7 +78,7 @@ public void testScoringServerWithValidPredictorRespondsToVersionCorrectly() thro
     HttpResponse response = httpClient.execute(getRequest);
     Assert.assertEquals(HttpServletResponse.SC_OK, response.getStatusLine().getStatusCode());
     String responseBody = getHttpResponseBody(response);
-    Assert.assertEquals("2.19.1-SNAPSHOT", responseBody);
+    Assert.assertEquals("2.20.0", responseBody);
     server.stop();
   }
 
diff --git a/mlflow/java/spark/pom.xml b/mlflow/java/spark/pom.xml
index 3f40479e7da7f..3d7710c466b9f 100644
--- a/mlflow/java/spark/pom.xml
+++ b/mlflow/java/spark/pom.xml
@@ -1,7 +1,7 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
   <artifactId>mlflow-spark_${scala.compat.version}</artifactId>
-  <version>2.19.1-SNAPSHOT</version>
+  <version>2.20.0</version>
   <name>${project.artifactId}</name>
   <properties>
     <maven.compiler.source>1.8</maven.compiler.source>
@@ -16,7 +16,7 @@
   <parent>
     <groupId>org.mlflow</groupId>
     <artifactId>mlflow-parent</artifactId>
-    <version>2.19.1-SNAPSHOT</version>
+    <version>2.20.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/mlflow/server/js/src/common/constants.tsx b/mlflow/server/js/src/common/constants.tsx
index 53c79261719f1..cb1b2faf6045d 100644
--- a/mlflow/server/js/src/common/constants.tsx
+++ b/mlflow/server/js/src/common/constants.tsx
@@ -9,7 +9,7 @@ export const ErrorCodes = {
   RESOURCE_CONFLICT: 'RESOURCE_CONFLICT',
 };
 
-export const Version = '2.19.1.dev0';
+export const Version = '2.20.0';
 
 const DOCS_VERSION = 'latest';
 
diff --git a/mlflow/version.py b/mlflow/version.py
index 5a1515667cfca..2058f73c576b5 100644
--- a/mlflow/version.py
+++ b/mlflow/version.py
@@ -1,7 +1,7 @@
 # Copyright 2018 Databricks, Inc.
 import re
 
-VERSION = "2.19.1.dev0"
+VERSION = "2.20.0"
 
 
 def is_release_version():
diff --git a/pyproject.release.toml b/pyproject.release.toml
index b77ce58f3ec1e..b9ca5573d8f19 100644
--- a/pyproject.release.toml
+++ b/pyproject.release.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "mlflow"
-version = "2.19.1.dev0"
+version = "2.20.0"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 readme = "README.md"
 keywords = ["mlflow", "ai", "databricks"]
@@ -22,7 +22,7 @@ classifiers = [
 ]
 requires-python = ">=3.9"
 dependencies = [
-  "mlflow-skinny==2.19.1.dev0",
+  "mlflow-skinny==2.20.0",
   "Flask<4",
   "Jinja2<4,>=2.11; platform_system != 'Windows'",
   "Jinja2<4,>=3.0; platform_system == 'Windows'",
diff --git a/pyproject.skinny.toml b/pyproject.skinny.toml
index 01f4c8a971405..8d321439d2c7d 100644
--- a/pyproject.skinny.toml
+++ b/pyproject.skinny.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "mlflow-skinny"
-version = "2.19.1.dev0"
+version = "2.20.0"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 readme = "README.md"
 keywords = ["mlflow", "ai", "databricks"]
diff --git a/pyproject.toml b/pyproject.toml
index 15931725d3b2e..4754ce8059fa6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "mlflow"
-version = "2.19.1.dev0"
+version = "2.20.0"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 readme = "README.md"
 keywords = ["mlflow", "ai", "databricks"]