diff --git a/moto/elbv2/models.py b/moto/elbv2/models.py
index 131862920..78897b45e 100644
--- a/moto/elbv2/models.py
+++ b/moto/elbv2/models.py
@@ -330,7 +330,24 @@ class FakeListenerRule(CloudFormationModel):
         default_actions = []
         for i, action in enumerate(properties["Actions"]):
             action_type = action["Type"]
-            if action_type == "forward":
+            if action_type == "forward" and "ForwardConfig" in action:
+                action_forward_config = action["ForwardConfig"]
+                action_target_groups = action_forward_config["TargetGroups"]
+                target_group_action = []
+                for action_target_group in action_target_groups:
+                    target_group_action.append(
+                        {
+                            "target_group_arn": action_target_group["TargetGroupArn"],
+                            "weight": action_target_group["Weight"],
+                        }
+                    )
+                default_actions.append(
+                    {
+                        "type": action_type,
+                        "forward_config": {"target_groups": target_group_action},
+                    }
+                )
+            elif action_type == "forward" and "ForwardConfig" not in action:
                 default_actions.append(
                     {"type": action_type, "target_group_arn": action["TargetGroupArn"],}
                 )
@@ -381,7 +398,19 @@ class FakeAction(BaseModel):
     def to_xml(self):
         template = Template(
             """<Type>{{ action.type }}</Type>
-            {% if action.type == "forward" %}
+            {% if action.type == "forward" and "forward_config" in action.data %}
+            <ForwardConfig>
+              <TargetGroups>
+                {% for target_group in action.data["forward_config"]["target_groups"] %}
+                <member>
+                  <TargetGroupArn>{{ target_group["target_group_arn"] }}</TargetGroupArn>
+                  <Weight>{{ target_group["weight"] }}</Weight>
+                </member>
+                {% endfor %}
+              </TargetGroups>
+            </ForwardConfig>
+            {% endif %}
+            {% if action.type == "forward" and "forward_config" not in action.data %}
             <TargetGroupArn>{{ action.data["target_group_arn"] }}</TargetGroupArn>
             {% elif action.type == "redirect" %}
             <RedirectConfig>
@@ -666,7 +695,7 @@ class ELBv2Backend(BaseBackend):
         for i, action in enumerate(actions):
             index = i + 1
             action_type = action.type
-            if action_type == "forward":
+            if action_type == "forward" and "target_group_arn" in action.data:
                 action_target_group_arn = action.data["target_group_arn"]
                 if action_target_group_arn not in target_group_arns:
                     raise ActionTargetGroupNotFoundError(action_target_group_arn)
@@ -674,6 +703,16 @@ class ELBv2Backend(BaseBackend):
                 self._validate_fixed_response_action(action, i, index)
             elif action_type in ["redirect", "authenticate-cognito"]:
                 pass
+            # pass if listener rule has forward_config as an Action property
+            elif (
+                action_type == "forward"
+                and "forward_config._target_groups.member.{}._target_group_arn".format(
+                    index
+                )
+                in action.data.keys()
+                or "forward_config" in action.data.keys()
+            ):
+                pass
             else:
                 raise InvalidActionTypeError(action_type, index)
 
diff --git a/moto/elbv2/responses.py b/moto/elbv2/responses.py
index b78da0a34..e6240ae49 100644
--- a/moto/elbv2/responses.py
+++ b/moto/elbv2/responses.py
@@ -739,7 +739,19 @@ CREATE_RULE_TEMPLATE = """<CreateRuleResponse xmlns="http://elasticloadbalancing
           {% for action in rules.actions %}
           <member>
             <Type>{{ action["type"] }}</Type>
-            {% if action["type"] == "forward" %}
+            {% if action["type"] == "forward" and "forward_config" in action.data %}
+            <ForwardConfig>
+              <TargetGroups>
+                {% for target_group in action.data["forward_config"]["target_groups"] %}
+                <member>
+                  <TargetGroupArn>{{ target_group["target_group_arn"] }}</TargetGroupArn>
+                  <Weight>{{ target_group["weight"] }}</Weight>
+                </member>
+                {% endfor %}
+              </TargetGroups>
+            </ForwardConfig>
+            {% endif %}
+            {% if action["type"] == "forward" and "forward_config" not in action.data %}
             <TargetGroupArn>{{ action["target_group_arn"] }}</TargetGroupArn>
             {% elif action["type"] == "redirect" %}
             <RedirectConfig>{{ action["redirect_config"] }}</RedirectConfig>
@@ -1235,11 +1247,10 @@ DESCRIBE_TARGET_HEALTH_TEMPLATE = """<DescribeTargetHealthResponse xmlns="http:/
 SET_RULE_PRIORITIES_TEMPLATE = """<SetRulePrioritiesResponse xmlns="http://elasticloadbalancing.amazonaws.com/doc/2015-12-01/">
   <SetRulePrioritiesResult>
     <Rules>
-      {% for rule in rules %}
       <member>
-        <IsDefault>{{ "true" if rule.is_default else "false" }}</IsDefault>
+        <IsDefault>{{ "true" if rules.is_default else "false" }}</IsDefault>
         <Conditions>
-          {% for condition in rule.conditions %}
+          {% for condition in rules.conditions %}
           <member>
             <Field>{{ condition["field"] }}</Field>
             <Values>
@@ -1250,18 +1261,31 @@ SET_RULE_PRIORITIES_TEMPLATE = """<SetRulePrioritiesResponse xmlns="http://elast
           </member>
           {% endfor %}
         </Conditions>
-        <Priority>{{ rule.priority }}</Priority>
+        <Priority>{{ rules.priority }}</Priority>
         <Actions>
-          {% for action in rule.actions %}
+          {% for action in rules.actions %}
           <member>
             <Type>{{ action["type"] }}</Type>
+            {% if action["type"] == "forward" and "forward_config" in action.data %}
+            <ForwardConfig>
+              <TargetGroups>
+                {% for target_group in action.data["forward_config"]["target_groups"] %}
+                <member>
+                  <TargetGroupArn>{{ target_group["target_group_arn"] }}</TargetGroupArn>
+                  <Weight>{{ target_group["weight"] }}</Weight>
+                </member>
+                {% endfor %}
+              </TargetGroups>
+            </ForwardConfig>
+            {% endif %}
+            {% if action["type"] == "forward" and "forward_config" not in action.data %}
             <TargetGroupArn>{{ action["target_group_arn"] }}</TargetGroupArn>
+            {% endif %}
           </member>
           {% endfor %}
         </Actions>
-        <RuleArn>{{ rule.arn }}</RuleArn>
+        <RuleArn>{{ rules.arn }}</RuleArn>
       </member>
-      {% endfor %}
     </Rules>
   </SetRulePrioritiesResult>
   <ResponseMetadata>
diff --git a/tests/test_cloudformation/test_cloudformation_stack_integration.py b/tests/test_cloudformation/test_cloudformation_stack_integration.py
index d152bf6c9..8846fe445 100644
--- a/tests/test_cloudformation/test_cloudformation_stack_integration.py
+++ b/tests/test_cloudformation/test_cloudformation_stack_integration.py
@@ -2307,13 +2307,38 @@ def test_stack_elbv2_resources_integration():
                 "Type": "AWS::ElasticLoadBalancingV2::ListenerRule",
                 "Properties": {
                     "Actions": [
-                        {"Type": "forward", "TargetGroupArn": {"Ref": "mytargetgroup2"}}
+                        {
+                            "Type": "forward",
+                            "ForwardConfig": {
+                                "TargetGroups": [
+                                    {
+                                        "TargetGroupArn": {"Ref": "mytargetgroup2"},
+                                        "Weight": 1,
+                                    },
+                                    {
+                                        "TargetGroupArn": {"Ref": "mytargetgroup1"},
+                                        "Weight": 2,
+                                    },
+                                ]
+                            },
+                        }
                     ],
                     "Conditions": [{"field": "path-pattern", "values": ["/*"]}],
                     "ListenerArn": {"Ref": "listener"},
                     "Priority": 2,
                 },
             },
+            "rule2": {
+                "Type": "AWS::ElasticLoadBalancingV2::ListenerRule",
+                "Properties": {
+                    "Actions": [
+                        {"Type": "forward", "TargetGroupArn": {"Ref": "mytargetgroup2"}}
+                    ],
+                    "Conditions": [{"field": "host-header", "values": ["example.com"]}],
+                    "ListenerArn": {"Ref": "listener"},
+                    "Priority": 30,
+                },
+            },
             "myvpc": {
                 "Type": "AWS::EC2::VPC",
                 "Properties": {"CidrBlock": "10.0.0.0/16"},
@@ -2395,15 +2420,39 @@ def test_stack_elbv2_resources_integration():
     listener_rule = elbv2_conn.describe_rules(ListenerArn=listeners[0]["ListenerArn"])[
         "Rules"
     ]
-    len(listener_rule).should.equal(2)
+    len(listener_rule).should.equal(3)
     listener_rule[0]["Priority"].should.equal("2")
     listener_rule[0]["Actions"].should.equal(
-        [{"Type": "forward", "TargetGroupArn": target_groups[1]["TargetGroupArn"]}]
+        [
+            {
+                "Type": "forward",
+                "ForwardConfig": {
+                    "TargetGroups": [
+                        {
+                            "TargetGroupArn": target_groups[1]["TargetGroupArn"],
+                            "Weight": 1,
+                        },
+                        {
+                            "TargetGroupArn": target_groups[0]["TargetGroupArn"],
+                            "Weight": 2,
+                        },
+                    ]
+                },
+            }
+        ]
     )
     listener_rule[0]["Conditions"].should.equal(
         [{"Field": "path-pattern", "Values": ["/*"]}]
     )
 
+    listener_rule[1]["Priority"].should.equal("30")
+    listener_rule[1]["Actions"].should.equal(
+        [{"Type": "forward", "TargetGroupArn": target_groups[1]["TargetGroupArn"]}]
+    )
+    listener_rule[1]["Conditions"].should.equal(
+        [{"Field": "host-header", "Values": ["example.com"]}]
+    )
+
     # test outputs
     stacks = cfn_conn.describe_stacks(StackName="elb_stack")["Stacks"]
     len(stacks).should.equal(1)
diff --git a/tests/test_elbv2/test_elbv2.py b/tests/test_elbv2/test_elbv2.py
index f3e575a34..2c3e53c19 100644
--- a/tests/test_elbv2/test_elbv2.py
+++ b/tests/test_elbv2/test_elbv2.py
@@ -1102,14 +1102,70 @@ def test_handle_listener_rules():
         ],
     )
 
+    # add rule that uses forward_config
+    priority = 550
+    host = "aaa.example.com"
+    path_pattern = "barfoo"
+    rules = conn.create_rule(
+        ListenerArn=http_listener_arn,
+        Priority=priority,
+        Conditions=[
+            {"Field": "host-header", "Values": [host]},
+            {"Field": "path-pattern", "Values": [path_pattern]},
+            {
+                "Field": "path-pattern",
+                "PathPatternConfig": {"Values": [pathpatternconfig_pattern]},
+            },
+        ],
+        Actions=[
+            {
+                "Type": "forward",
+                "ForwardConfig": {
+                    "TargetGroups": [
+                        {
+                            "TargetGroupArn": target_group.get("TargetGroupArn"),
+                            "Weight": 1,
+                        },
+                        {
+                            "TargetGroupArn": target_group.get("TargetGroupArn"),
+                            "Weight": 2,
+                        },
+                    ]
+                },
+            },
+        ],
+    )
+
+    # test for PriorityInUse
+    with pytest.raises(ClientError):
+        conn.create_rule(
+            ListenerArn=http_listener_arn,
+            Priority=priority,
+            Conditions=[
+                {"Field": "host-header", "Values": [host]},
+                {"Field": "path-pattern", "Values": [path_pattern]},
+                {
+                    "Field": "path-pattern",
+                    "PathPatternConfig": {"Values": [pathpatternconfig_pattern]},
+                },
+            ],
+            Actions=[
+                {
+                    "TargetGroupArn": target_group.get("TargetGroupArn"),
+                    "Type": "forward",
+                }
+            ],
+        )
+
     # test for describe listeners
     obtained_rules = conn.describe_rules(ListenerArn=http_listener_arn)
-    obtained_rules["Rules"].should.have.length_of(3)
+    obtained_rules["Rules"].should.have.length_of(4)
     priorities = [rule["Priority"] for rule in obtained_rules["Rules"]]
-    priorities.should.equal(["100", "500", "default"])
+    priorities.should.equal(["100", "500", "550", "default"])
 
     first_rule = obtained_rules["Rules"][0]
     second_rule = obtained_rules["Rules"][1]
+    third_rule = obtained_rules["Rules"][2]
     obtained_rules = conn.describe_rules(RuleArns=[first_rule["RuleArn"]])
     obtained_rules["Rules"].should.equal([first_rule])
 
@@ -1173,11 +1229,53 @@ def test_handle_listener_rules():
             }
         ]
     )
+
+    # modify forward_config rule partially rule
+    new_host_2 = "new.examplewebsite.com"
+    new_path_pattern_2 = "new_path_2"
+    new_pathpatternconfig_pattern_2 = "new_path_2"
+    modified_rule = conn.modify_rule(
+        RuleArn=third_rule["RuleArn"],
+        Conditions=[
+            {"Field": "host-header", "Values": [new_host_2]},
+            {"Field": "path-pattern", "Values": [new_path_pattern_2]},
+            {
+                "Field": "path-pattern",
+                "PathPatternConfig": {"Values": [new_pathpatternconfig_pattern_2]},
+            },
+        ],
+        Actions=[
+            {"TargetGroupArn": target_group.get("TargetGroupArn"), "Type": "forward",}
+        ],
+    )
+
+    rules = conn.describe_rules(ListenerArn=http_listener_arn)
+    obtained_rule = rules["Rules"][2]
+    obtained_rule["Conditions"][0]["Values"][0].should.equal(new_host_2)
+    obtained_rule["Conditions"][1]["Values"][0].should.equal(new_path_pattern_2)
+    obtained_rule["Conditions"][2]["Values"][0].should.equal(
+        new_pathpatternconfig_pattern_2
+    )
+    obtained_rule["Actions"][0]["TargetGroupArn"].should.equal(
+        target_group.get("TargetGroupArn")
+    )
+
+    # modify priority
+    conn.set_rule_priorities(
+        RulePriorities=[
+            {
+                "RuleArn": third_rule["RuleArn"],
+                "Priority": int(third_rule["Priority"]) - 1,
+            }
+        ]
+    )
+
     with pytest.raises(ClientError):
         conn.set_rule_priorities(
             RulePriorities=[
                 {"RuleArn": first_rule["RuleArn"], "Priority": 999},
                 {"RuleArn": second_rule["RuleArn"], "Priority": 999},
+                {"RuleArn": third_rule["RuleArn"], "Priority": 999},
             ]
         )
 
@@ -1185,7 +1283,7 @@ def test_handle_listener_rules():
     arn = first_rule["RuleArn"]
     conn.delete_rule(RuleArn=arn)
     rules = conn.describe_rules(ListenerArn=http_listener_arn)["Rules"]
-    len(rules).should.equal(2)
+    len(rules).should.equal(3)
 
     # test for invalid action type
     safe_priority = 2