diff --git a/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/inputs/NumberFieldCollectionInputComponent.tsx b/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/inputs/NumberFieldCollectionInputComponent.tsx
index 5d07ee97c3..12f617084c 100644
--- a/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/inputs/NumberFieldCollectionInputComponent.tsx
+++ b/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/inputs/NumberFieldCollectionInputComponent.tsx
@@ -85,6 +85,42 @@ export const NumberFieldCollectionInputComponent = memo(
       store.dispatch(fieldNumberCollectionValueChanged({ nodeId, fieldName: field.name, value: newValue }));
     }, [field.value, field.name, store, nodeId]);
 
+    const min = useMemo(() => {
+      let min = -NUMPY_RAND_MAX;
+      if (!isNil(fieldTemplate.minimum)) {
+        min = fieldTemplate.minimum;
+      }
+      if (!isNil(fieldTemplate.exclusiveMinimum)) {
+        min = fieldTemplate.exclusiveMinimum + 0.01;
+      }
+      return min;
+    }, [fieldTemplate.exclusiveMinimum, fieldTemplate.minimum]);
+
+    const max = useMemo(() => {
+      let max = NUMPY_RAND_MAX;
+      if (!isNil(fieldTemplate.maximum)) {
+        max = fieldTemplate.maximum;
+      }
+      if (!isNil(fieldTemplate.exclusiveMaximum)) {
+        max = fieldTemplate.exclusiveMaximum - 0.01;
+      }
+      return max;
+    }, [fieldTemplate.exclusiveMaximum, fieldTemplate.maximum]);
+
+    const step = useMemo(() => {
+      if (isNil(fieldTemplate.multipleOf)) {
+        return isIntegerField ? 1 : 0.1;
+      }
+      return fieldTemplate.multipleOf;
+    }, [fieldTemplate.multipleOf, isIntegerField]);
+
+    const fineStep = useMemo(() => {
+      if (isNil(fieldTemplate.multipleOf)) {
+        return isIntegerField ? 1 : 0.01;
+      }
+      return fieldTemplate.multipleOf;
+    }, [fieldTemplate.multipleOf, isIntegerField]);
+
     return (
       <Flex
         className="nodrag"
@@ -132,10 +168,28 @@ export const NumberFieldCollectionInputComponent = memo(
           />
         </Flex>
         {field.value && !Array.isArray(field.value) && (
-          <GeneratorEntry nodeId={nodeId} fieldName={field.name} value={field.value} fieldTemplate={fieldTemplate} />
+          <GeneratorEntry
+            nodeId={nodeId}
+            fieldName={field.name}
+            value={field.value}
+            fieldTemplate={fieldTemplate}
+            min={min}
+            max={max}
+            step={step}
+            fineStep={fineStep}
+          />
         )}
         {field.value && Array.isArray(field.value) && field.value.length > 0 && (
-          <ManualEntry nodeId={nodeId} fieldName={field.name} value={field.value} fieldTemplate={fieldTemplate} />
+          <ManualEntry
+            nodeId={nodeId}
+            fieldName={field.name}
+            value={field.value}
+            fieldTemplate={fieldTemplate}
+            min={min}
+            max={max}
+            step={step}
+            fineStep={fineStep}
+          />
         )}
       </Flex>
     );
@@ -145,18 +199,22 @@ export const NumberFieldCollectionInputComponent = memo(
 NumberFieldCollectionInputComponent.displayName = 'NumberFieldCollectionInputComponent';
 
 const GeneratorEntry = ({
+  step,
+  fineStep,
   nodeId,
   fieldName,
   value,
-  fieldTemplate,
 }: {
+  min: number;
+  max: number;
+  step: number;
+  fineStep: number;
   nodeId: string;
   fieldName: string;
   value: IntegerStartStepCountGenerator | FloatStartStepCountGenerator;
   fieldTemplate: IntegerFieldCollectionInputTemplate | FloatFieldCollectionInputTemplate;
 }) => {
   const dispatch = useAppDispatch();
-  const isIntegerField = useMemo(() => fieldTemplate.type.name === 'IntegerField', [fieldTemplate.type]);
   const onChangeStart = useCallback(
     (v: number) => {
       const newValue = { ...value, start: v };
@@ -183,7 +241,14 @@ const GeneratorEntry = ({
     <Flex gap={2}>
       <FormControl>
         <FormLabel m={0}>Start</FormLabel>
-        <CompositeNumberInput value={value.start} onChange={onChangeStart} min={-Infinity} max={Infinity} />
+        <CompositeNumberInput
+          value={value.start}
+          onChange={onChangeStart}
+          min={-Infinity}
+          max={Infinity}
+          step={step}
+          fineStep={fineStep}
+        />
       </FormControl>
       <FormControl>
         <FormLabel m={0}>Count</FormLabel>
@@ -196,7 +261,8 @@ const GeneratorEntry = ({
           onChange={onChangeStep}
           min={-Infinity}
           max={Infinity}
-          step={isIntegerField ? 1 : 0.1}
+          step={step}
+          fineStep={fineStep}
         />
       </FormControl>
     </Flex>
@@ -204,11 +270,19 @@ const GeneratorEntry = ({
 };
 
 const ManualEntry = ({
+  min,
+  max,
+  step,
+  fineStep,
   nodeId,
   fieldName,
   value,
   fieldTemplate,
 }: {
+  min: number;
+  max: number;
+  step: number;
+  fineStep: number;
   nodeId: string;
   fieldName: string;
   value: number[];
@@ -235,42 +309,6 @@ const ManualEntry = ({
     [value, dispatch, nodeId, fieldName]
   );
 
-  const min = useMemo(() => {
-    let min = -NUMPY_RAND_MAX;
-    if (!isNil(fieldTemplate.minimum)) {
-      min = fieldTemplate.minimum;
-    }
-    if (!isNil(fieldTemplate.exclusiveMinimum)) {
-      min = fieldTemplate.exclusiveMinimum + 0.01;
-    }
-    return min;
-  }, [fieldTemplate.exclusiveMinimum, fieldTemplate.minimum]);
-
-  const max = useMemo(() => {
-    let max = NUMPY_RAND_MAX;
-    if (!isNil(fieldTemplate.maximum)) {
-      max = fieldTemplate.maximum;
-    }
-    if (!isNil(fieldTemplate.exclusiveMaximum)) {
-      max = fieldTemplate.exclusiveMaximum - 0.01;
-    }
-    return max;
-  }, [fieldTemplate.exclusiveMaximum, fieldTemplate.maximum]);
-
-  const step = useMemo(() => {
-    if (isNil(fieldTemplate.multipleOf)) {
-      return isIntegerField ? 1 : 0.1;
-    }
-    return fieldTemplate.multipleOf;
-  }, [fieldTemplate.multipleOf, isIntegerField]);
-
-  const fineStep = useMemo(() => {
-    if (isNil(fieldTemplate.multipleOf)) {
-      return isIntegerField ? 1 : 0.01;
-    }
-    return fieldTemplate.multipleOf;
-  }, [fieldTemplate.multipleOf, isIntegerField]);
-
   return (
     <Box w="full" h="full">
       <OverlayScrollbarsComponent