feat(cycler): add preset strength scale (#865)

py/nodes/lora_cycler.py

@@ -8,6 +8,7 @@ and tracks the cycle progress which persists across workflow save/load.
 
 import logging
 import os
+
 from ..utils.utils import get_lora_info
 
 logger = logging.getLogger(__name__)
@@ -54,6 +55,9 @@ class LoraCyclerLM:
         current_index = cycler_config.get("current_index", 1)  # 1-based
         model_strength = float(cycler_config.get("model_strength", 1.0))
         clip_strength = float(cycler_config.get("clip_strength", 1.0))
+        use_same_clip_strength = cycler_config.get("use_same_clip_strength", True)
+        use_preset_strength = cycler_config.get("use_preset_strength", False)
+        preset_strength_scale = float(cycler_config.get("preset_strength_scale", 1.0))
         sort_by = "filename"
 
         # Include "no lora" option
@@ -131,6 +135,39 @@ class LoraCyclerLM:
             else:
                 # Normalize path separators
                 lora_path = lora_path.replace("/", os.sep)
+
+                if use_preset_strength:
+                    lora_metadata = await lora_service.get_lora_metadata_by_filename(
+                        current_lora["file_name"]
+                    )
+                    if lora_metadata:
+                        recommended_strength = (
+                            lora_service.get_recommended_strength_from_lora_data(
+                                lora_metadata
+                            )
+                        )
+                        if recommended_strength is not None:
+                            model_strength = round(
+                                recommended_strength * preset_strength_scale, 2
+                            )
+
+                        if use_same_clip_strength:
+                            clip_strength = model_strength
+                        else:
+                            recommended_clip_strength = (
+                                lora_service.get_recommended_clip_strength_from_lora_data(
+                                    lora_metadata
+                                )
+                            )
+                            if recommended_clip_strength is not None:
+                                clip_strength = round(
+                                    recommended_clip_strength * preset_strength_scale, 2
+                                )
+                    elif use_same_clip_strength:
+                        clip_strength = model_strength
+                elif use_same_clip_strength:
+                    clip_strength = model_strength
+
                 lora_stack = [(lora_path, model_strength, clip_strength)]
 
         # Calculate next index (wrap to 1 if at end)

py/services/lora_service.py

@@ -1,5 +1,6 @@
-import os
 import logging
+import json
+import os
 from typing import Dict, List, Optional
 
 from .base_model_service import BaseModelService
@@ -278,6 +279,42 @@ class LoraService(BaseModelService):
 
         return None
 
+    @staticmethod
+    def get_recommended_strength_from_lora_data(lora_data: Dict) -> Optional[float]:
+        """Parse usage_tips JSON and extract recommended model strength."""
+        try:
+            usage_tips = lora_data.get("usage_tips", "")
+            if not usage_tips:
+                return None
+            tips_data = json.loads(usage_tips)
+            return tips_data.get("strength")
+        except (json.JSONDecodeError, TypeError, AttributeError):
+            return None
+
+    @staticmethod
+    def get_recommended_clip_strength_from_lora_data(
+        lora_data: Dict,
+    ) -> Optional[float]:
+        """Parse usage_tips JSON and extract recommended clip strength."""
+        try:
+            usage_tips = lora_data.get("usage_tips", "")
+            if not usage_tips:
+                return None
+            tips_data = json.loads(usage_tips)
+            return tips_data.get("clipStrength")
+        except (json.JSONDecodeError, TypeError, AttributeError):
+            return None
+
+    async def get_lora_metadata_by_filename(self, filename: str) -> Optional[Dict]:
+        """Return cached raw metadata for a LoRA matching the given filename."""
+        cache = await self.scanner.get_cached_data(force_refresh=False)
+
+        for lora in cache.raw_data if cache else []:
+            if lora.get("file_name") == filename:
+                return lora
+
+        return None
+
     def find_duplicate_hashes(self) -> Dict:
         """Find LoRAs with duplicate SHA256 hashes"""
         return self.scanner._hash_index.get_duplicate_hashes()
@@ -328,34 +365,10 @@ class LoraService(BaseModelService):
             List of LoRA dicts with randomized strengths
         """
         import random
-        import json
-
         # Use a local Random instance to avoid affecting global random state
         # This ensures each execution with a different seed produces different results
         rng = random.Random(seed)
 
-        def get_recommended_strength(lora_data: Dict) -> Optional[float]:
-            """Parse usage_tips JSON and extract recommended strength"""
-            try:
-                usage_tips = lora_data.get("usage_tips", "")
-                if not usage_tips:
-                    return None
-                tips_data = json.loads(usage_tips)
-                return tips_data.get("strength")
-            except (json.JSONDecodeError, TypeError, AttributeError):
-                return None
-
-        def get_recommended_clip_strength(lora_data: Dict) -> Optional[float]:
-            """Parse usage_tips JSON and extract recommended clip strength"""
-            try:
-                usage_tips = lora_data.get("usage_tips", "")
-                if not usage_tips:
-                    return None
-                tips_data = json.loads(usage_tips)
-                return tips_data.get("clipStrength")
-            except (json.JSONDecodeError, TypeError, AttributeError):
-                return None
-
         if locked_loras is None:
             locked_loras = []
 
@@ -403,7 +416,9 @@ class LoraService(BaseModelService):
         result_loras = []
         for lora in selected:
             if use_recommended_strength:
-                recommended_strength = get_recommended_strength(lora)
+                recommended_strength = self.get_recommended_strength_from_lora_data(
+                    lora
+                )
                 if recommended_strength is not None:
                     scale = rng.uniform(
                         recommended_strength_scale_min, recommended_strength_scale_max
@@ -421,7 +436,9 @@ class LoraService(BaseModelService):
             if use_same_clip_strength:
                 clip_str = model_str
             elif use_recommended_strength:
-                recommended_clip_strength = get_recommended_clip_strength(lora)
+                recommended_clip_strength = (
+                    self.get_recommended_clip_strength_from_lora_data(lora)
+                )
                 if recommended_clip_strength is not None:
                     scale = rng.uniform(
                         recommended_strength_scale_min, recommended_strength_scale_max

tests/nodes/test_lora_cycler.py

@@ -0,0 +1,109 @@
+"""Tests for preset strength behavior in LoraCyclerLM."""
+
+from unittest.mock import AsyncMock
+
+import pytest
+
+from py.nodes.lora_cycler import LoraCyclerLM
+from py.services import service_registry
+
+
+@pytest.fixture
+def cycler_node():
+    return LoraCyclerLM()
+
+
+@pytest.fixture
+def cycler_config():
+    return {
+        "current_index": 1,
+        "model_strength": 0.8,
+        "clip_strength": 0.6,
+        "use_same_clip_strength": False,
+        "use_preset_strength": True,
+        "preset_strength_scale": 1.5,
+        "include_no_lora": False,
+    }
+
+
+@pytest.mark.asyncio
+async def test_cycler_uses_scaled_preset_strength_when_available(
+    cycler_node, cycler_config, mock_scanner, monkeypatch
+):
+    monkeypatch.setattr(
+        service_registry.ServiceRegistry,
+        "get_lora_scanner",
+        AsyncMock(return_value=mock_scanner),
+    )
+
+    mock_scanner._cache.raw_data = [
+        {
+            "file_name": "preset_lora.safetensors",
+            "file_path": "/models/loras/preset_lora.safetensors",
+            "folder": "",
+            "usage_tips": '{"strength": 0.7, "clipStrength": 0.5}',
+        }
+    ]
+
+    result = await cycler_node.cycle(cycler_config)
+
+    assert result["result"][0] == [
+        ("/models/loras/preset_lora.safetensors", 1.05, 0.75)
+    ]
+
+
+@pytest.mark.asyncio
+async def test_cycler_falls_back_to_manual_strength_when_preset_missing(
+    cycler_node, cycler_config, mock_scanner, monkeypatch
+):
+    monkeypatch.setattr(
+        service_registry.ServiceRegistry,
+        "get_lora_scanner",
+        AsyncMock(return_value=mock_scanner),
+    )
+
+    mock_scanner._cache.raw_data = [
+        {
+            "file_name": "manual_lora.safetensors",
+            "file_path": "/models/loras/manual_lora.safetensors",
+            "folder": "",
+            "usage_tips": "",
+        }
+    ]
+
+    result = await cycler_node.cycle(cycler_config)
+
+    assert result["result"][0] == [
+        ("/models/loras/manual_lora.safetensors", 0.8, 0.6)
+    ]
+
+
+@pytest.mark.asyncio
+async def test_cycler_syncs_clip_to_model_when_same_clip_strength_enabled(
+    cycler_node, cycler_config, mock_scanner, monkeypatch
+):
+    monkeypatch.setattr(
+        service_registry.ServiceRegistry,
+        "get_lora_scanner",
+        AsyncMock(return_value=mock_scanner),
+    )
+
+    mock_scanner._cache.raw_data = [
+        {
+            "file_name": "preset_lora.safetensors",
+            "file_path": "/models/loras/preset_lora.safetensors",
+            "folder": "",
+            "usage_tips": '{"strength": 0.7, "clipStrength": 0.3}',
+        }
+    ]
+
+    result = await cycler_node.cycle(
+        {
+            **cycler_config,
+            "use_same_clip_strength": True,
+        }
+    )
+
+    assert result["result"][0] == [
+        ("/models/loras/preset_lora.safetensors", 1.05, 1.05)
+    ]

vue-widgets/src/components/LoraCyclerWidget.vue

@@ -8,6 +8,8 @@
       :model-strength="state.modelStrength.value"
       :clip-strength="state.clipStrength.value"
       :use-custom-clip-range="state.useCustomClipRange.value"
+      :use-preset-strength="state.usePresetStrength.value"
+      :preset-strength-scale="state.presetStrengthScale.value"
       :is-clip-strength-disabled="state.isClipStrengthDisabled.value"
       :is-loading="state.isLoading.value"
       :repeat-count="state.repeatCount.value"
@@ -22,6 +24,8 @@
       @update:model-strength="state.modelStrength.value = $event"
       @update:clip-strength="state.clipStrength.value = $event"
       @update:use-custom-clip-range="handleUseCustomClipRangeChange"
+      @update:use-preset-strength="state.usePresetStrength.value = $event"
+      @update:preset-strength-scale="state.presetStrengthScale.value = $event"
       @update:repeat-count="handleRepeatCountChange"
       @update:include-no-lora="handleIncludeNoLoraChange"
       @toggle-pause="handleTogglePause"

vue-widgets/src/components/lora-cycler/LoraCyclerSettingsView.vue

@@ -131,6 +131,38 @@
       </div>
     </div>
 
+    <!-- Preset Strength Scale -->
+    <div class="setting-section">
+      <div class="section-header-with-toggle">
+        <label class="setting-label">
+          Preset Strength Scale
+        </label>
+        <button
+          type="button"
+          class="toggle-switch"
+          :class="{ 'toggle-switch--active': usePresetStrength }"
+          @click="$emit('update:usePresetStrength', !usePresetStrength)"
+          role="switch"
+          :aria-checked="usePresetStrength"
+          title="Use scaled preset strength when enabled"
+        >
+          <span class="toggle-switch__track"></span>
+          <span class="toggle-switch__thumb"></span>
+        </button>
+      </div>
+      <div class="slider-container" :class="{ 'slider-container--disabled': !usePresetStrength }">
+        <SingleSlider
+          :min="0"
+          :max="2"
+          :value="presetStrengthScale"
+          :step="0.1"
+          :default-range="{ min: 0.5, max: 1.0 }"
+          :disabled="!usePresetStrength"
+          @update:value="$emit('update:presetStrengthScale', $event)"
+        />
+      </div>
+    </div>
+
     <!-- Clip Strength -->
     <div class="setting-section">
       <div class="section-header-with-toggle">
@@ -198,6 +230,8 @@ const props = defineProps<{
   modelStrength: number
   clipStrength: number
   useCustomClipRange: boolean
+  usePresetStrength: boolean
+  presetStrengthScale: number
   isClipStrengthDisabled: boolean
   repeatCount: number
   repeatUsed: number
@@ -214,6 +248,8 @@ const emit = defineEmits<{
   'update:modelStrength': [value: number]
   'update:clipStrength': [value: number]
   'update:useCustomClipRange': [value: boolean]
+  'update:usePresetStrength': [value: boolean]
+  'update:presetStrengthScale': [value: number]
   'update:repeatCount': [value: number]
   'update:includeNoLora': [value: boolean]
   'toggle-pause': []

vue-widgets/src/composables/types.ts

@@ -80,6 +80,8 @@ export interface CyclerConfig {
   model_strength: number
   clip_strength: number
   use_same_clip_strength: boolean
+  use_preset_strength: boolean
+  preset_strength_scale: number
   sort_by: 'filename' | 'model_name'
   current_lora_name: string   // For display
   current_lora_filename: string

vue-widgets/src/composables/useLoraCyclerState.ts

@@ -19,6 +19,8 @@ export function useLoraCyclerState(widget: ComponentWidget<CyclerConfig>) {
   const modelStrength = ref(1.0)
   const clipStrength = ref(1.0)
   const useCustomClipRange = ref(false)
+  const usePresetStrength = ref(false)
+  const presetStrengthScale = ref(1.0)
   const sortBy = ref<'filename' | 'model_name'>('filename')
   const currentLoraName = ref('')
   const currentLoraFilename = ref('')
@@ -52,6 +54,8 @@ export function useLoraCyclerState(widget: ComponentWidget<CyclerConfig>) {
         model_strength: modelStrength.value,
         clip_strength: clipStrength.value,
         use_same_clip_strength: !useCustomClipRange.value,
+        use_preset_strength: usePresetStrength.value,
+        preset_strength_scale: presetStrengthScale.value,
         sort_by: sortBy.value,
         current_lora_name: currentLoraName.value,
         current_lora_filename: currentLoraFilename.value,
@@ -70,6 +74,8 @@ export function useLoraCyclerState(widget: ComponentWidget<CyclerConfig>) {
       model_strength: modelStrength.value,
       clip_strength: clipStrength.value,
       use_same_clip_strength: !useCustomClipRange.value,
+      use_preset_strength: usePresetStrength.value,
+      preset_strength_scale: presetStrengthScale.value,
       sort_by: sortBy.value,
       current_lora_name: currentLoraName.value,
       current_lora_filename: currentLoraFilename.value,
@@ -94,6 +100,8 @@ export function useLoraCyclerState(widget: ComponentWidget<CyclerConfig>) {
       modelStrength.value = config.model_strength ?? 1.0
       clipStrength.value = config.clip_strength ?? 1.0
       useCustomClipRange.value = !(config.use_same_clip_strength ?? true)
+      usePresetStrength.value = config.use_preset_strength ?? false
+      presetStrengthScale.value = config.preset_strength_scale ?? 1.0
       sortBy.value = config.sort_by || 'filename'
       currentLoraName.value = config.current_lora_name || ''
       currentLoraFilename.value = config.current_lora_filename || ''
@@ -277,6 +285,8 @@ export function useLoraCyclerState(widget: ComponentWidget<CyclerConfig>) {
     modelStrength,
     clipStrength,
     useCustomClipRange,
+    usePresetStrength,
+    presetStrengthScale,
     sortBy,
     currentLoraName,
     currentLoraFilename,
@@ -296,6 +306,8 @@ export function useLoraCyclerState(widget: ComponentWidget<CyclerConfig>) {
     modelStrength,
     clipStrength,
     useCustomClipRange,
+    usePresetStrength,
+    presetStrengthScale,
     sortBy,
     currentLoraName,
     currentLoraFilename,

vue-widgets/src/main.ts

@@ -18,7 +18,7 @@ const LORA_RANDOMIZER_WIDGET_MIN_WIDTH = 500
 const LORA_RANDOMIZER_WIDGET_MIN_HEIGHT = 448
 const LORA_RANDOMIZER_WIDGET_MAX_HEIGHT = LORA_RANDOMIZER_WIDGET_MIN_HEIGHT
 const LORA_CYCLER_WIDGET_MIN_WIDTH = 380
-const LORA_CYCLER_WIDGET_MIN_HEIGHT = 344
+const LORA_CYCLER_WIDGET_MIN_HEIGHT = 408
 const LORA_CYCLER_WIDGET_MAX_HEIGHT = LORA_CYCLER_WIDGET_MIN_HEIGHT
 const JSON_DISPLAY_WIDGET_MIN_WIDTH = 300
 const JSON_DISPLAY_WIDGET_MIN_HEIGHT = 200
@@ -244,7 +244,24 @@ function createLoraCyclerWidget(node) {
 
   forwardMiddleMouseToCanvas(container)
 
-  let internalValue: CyclerConfig | undefined
+  const defaultConfig: CyclerConfig = {
+    current_index: 1,
+    total_count: 0,
+    pool_config_hash: '',
+    model_strength: 1.0,
+    clip_strength: 1.0,
+    use_same_clip_strength: true,
+    use_preset_strength: false,
+    preset_strength_scale: 1.0,
+    sort_by: 'filename',
+    current_lora_name: '',
+    current_lora_filename: '',
+    repeat_count: 1,
+    repeat_used: 0,
+    is_paused: false,
+    include_no_lora: false,
+  }
+  let internalValue: CyclerConfig | undefined = defaultConfig
 
   const widget = node.addDOMWidget(
     'cycler_config',

vue-widgets/tests/composables/useLoraCyclerState.test.ts

@@ -79,6 +79,8 @@ describe('useLoraCyclerState', () => {
         model_strength: 1.0,
         clip_strength: 1.0,
         use_same_clip_strength: true,
+        use_preset_strength: false,
+        preset_strength_scale: 1.0,
         sort_by: 'filename',
         current_lora_name: '',
         current_lora_filename: '',
@@ -340,7 +342,8 @@ describe('useLoraCyclerState', () => {
           baseModels: ['SD 1.5'],
           tags: { include: [], exclude: [] },
           folders: { include: [], exclude: [] },
-          license: { noCreditRequired: false, allowSelling: false }
+          license: { noCreditRequired: false, allowSelling: false },
+          namePatterns: { include: [], exclude: [], useRegex: false }
         }
       })
 
@@ -349,7 +352,8 @@ describe('useLoraCyclerState', () => {
           baseModels: ['SDXL'],
           tags: { include: [], exclude: [] },
           folders: { include: [], exclude: [] },
-          license: { noCreditRequired: false, allowSelling: false }
+          license: { noCreditRequired: false, allowSelling: false },
+          namePatterns: { include: [], exclude: [], useRegex: false }
         }
       })
 
@@ -540,7 +544,8 @@ describe('useLoraCyclerState', () => {
           baseModels: ['SDXL'],
           tags: { include: [], exclude: [] },
           folders: { include: [], exclude: [] },
-          license: { noCreditRequired: false, allowSelling: false }
+          license: { noCreditRequired: false, allowSelling: false },
+          namePatterns: { include: [], exclude: [], useRegex: false }
         }
       })
 

vue-widgets/tests/fixtures/mockConfigs.ts

@@ -16,6 +16,8 @@ export function createMockCyclerConfig(overrides: Partial<CyclerConfig> = {}): C
     model_strength: 1.0,
     clip_strength: 1.0,
     use_same_clip_strength: true,
+    use_preset_strength: false,
+    preset_strength_scale: 1.0,
     sort_by: 'filename',
     current_lora_name: 'lora1.safetensors',
     current_lora_filename: 'lora1.safetensors',
@@ -26,7 +28,7 @@ export function createMockCyclerConfig(overrides: Partial<CyclerConfig> = {}): C
     is_paused: false,
     include_no_lora: false,
     ...overrides
-  }
+  } as CyclerConfig
 }
 
 /**
@@ -42,7 +44,8 @@ export function createMockPoolConfig(overrides: Partial<LoraPoolConfig> = {}): L
       license: {
         noCreditRequired: false,
         allowSelling: false
-      }
+      },
+      namePatterns: { include: [], exclude: [], useRegex: false }
     },
     preview: { matchCount: 10, lastUpdated: Date.now() },
     ...overrides
@@ -148,7 +151,8 @@ export const SAMPLE_POOL_CONFIGS = {
       baseModels: ['SD 1.5'],
       tags: { include: [], exclude: [] },
       folders: { include: [], exclude: [] },
-      license: { noCreditRequired: false, allowSelling: false }
+      license: { noCreditRequired: false, allowSelling: false },
+      namePatterns: { include: [], exclude: [], useRegex: false }
     }
   }),
 
@@ -158,7 +162,8 @@ export const SAMPLE_POOL_CONFIGS = {
       baseModels: ['SDXL'],
       tags: { include: [], exclude: [] },
       folders: { include: [], exclude: [] },
-      license: { noCreditRequired: false, allowSelling: false }
+      license: { noCreditRequired: false, allowSelling: false },
+      namePatterns: { include: [], exclude: [], useRegex: false }
     }
   }),
 
@@ -168,7 +173,8 @@ export const SAMPLE_POOL_CONFIGS = {
       baseModels: ['SD 1.5'],
       tags: { include: ['anime', 'style'], exclude: ['realistic'] },
       folders: { include: [], exclude: [] },
-      license: { noCreditRequired: false, allowSelling: false }
+      license: { noCreditRequired: false, allowSelling: false },
+      namePatterns: { include: [], exclude: [], useRegex: false }
     }
   }),
 

vue-widgets/tests/integration/batchQueue.test.ts

@@ -4,17 +4,13 @@
  * These tests simulate ComfyUI's execution modes to verify correct LoRA cycling behavior.
  */
 
-import { describe, it, expect, beforeEach, vi } from 'vitest'
+import { describe, it, expect, beforeEach } from 'vitest'
 import { useLoraCyclerState } from '@/composables/useLoraCyclerState'
-import type { CyclerConfig } from '@/composables/types'
 import {
   createMockWidget,
-  createMockCyclerConfig,
-  createMockLoraList,
-  createMockPoolConfig
 } from '../fixtures/mockConfigs'
-import { setupFetchMock, resetFetchMock } from '../setup'
+import { resetFetchMock } from '../setup'
-import { BatchQueueSimulator, IndexTracker } from '../utils/BatchQueueSimulator'
+import { BatchQueueSimulator } from '../utils/BatchQueueSimulator'
 
 /**
  * Creates a test harness that mimics the LoraCyclerWidget's behavior

vue-widgets/tests/utils/BatchQueueSimulator.ts

@@ -27,7 +27,7 @@ export interface SimulatorOptions {
 /**
  * Creates execution output based on the current state
  */
-function defaultGenerateOutput(executionIndex: number, config: CyclerConfig) {
+function defaultGenerateOutput(_executionIndex: number, config: CyclerConfig) {
   // Calculate what the next index would be after this execution
   let nextIdx = (config.execution_index ?? config.current_index) + 1
   if (nextIdx > config.total_count) {

web/comfyui/vue-widgets/lora-manager-widgets.js

@@ -1588,16 +1588,16 @@ to { transform: rotate(360deg);
   box-sizing: border-box;
 }
 
-.cycler-settings[data-v-f65566fd] {
+.cycler-settings[data-v-f0663be4] {
   display: flex;
   flex-direction: column;
   font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
   color: #e4e4e7;
 }
-.settings-header[data-v-f65566fd] {
+.settings-header[data-v-f0663be4] {
   margin-bottom: 8px;
 }
-.settings-title[data-v-f65566fd] {
+.settings-title[data-v-f0663be4] {
   font-size: 10px;
   font-weight: 600;
   letter-spacing: 0.05em;
@@ -1606,10 +1606,10 @@ to { transform: rotate(360deg);
   margin: 0;
   text-transform: uppercase;
 }
-.setting-section[data-v-f65566fd] {
+.setting-section[data-v-f0663be4] {
   margin-bottom: 8px;
 }
-.setting-label[data-v-f65566fd] {
+.setting-label[data-v-f0663be4] {
   font-size: 13px;
   font-weight: 500;
   color: rgba(226, 232, 240, 0.8);
@@ -1618,10 +1618,10 @@ to { transform: rotate(360deg);
 }
 
 /* Progress Display */
-.progress-section[data-v-f65566fd] {
+.progress-section[data-v-f0663be4] {
   margin-bottom: 12px;
 }
-.progress-display[data-v-f65566fd] {
+.progress-display[data-v-f0663be4] {
   background: rgba(26, 32, 44, 0.9);
   border: 1px solid rgba(226, 232, 240, 0.2);
   border-radius: 6px;
@@ -1631,31 +1631,31 @@ to { transform: rotate(360deg);
   align-items: center;
   transition: border-color 0.3s ease;
 }
-.progress-display.executing[data-v-f65566fd] {
+.progress-display.executing[data-v-f0663be4] {
   border-color: rgba(66, 153, 225, 0.5);
-  animation: pulse-f65566fd 2s ease-in-out infinite;
+  animation: pulse-f0663be4 2s ease-in-out infinite;
 }
-@keyframes pulse-f65566fd {
+@keyframes pulse-f0663be4 {
 0%, 100% { border-color: rgba(66, 153, 225, 0.3);
 }
 50% { border-color: rgba(66, 153, 225, 0.7);
 }
 }
-.progress-info[data-v-f65566fd] {
+.progress-info[data-v-f0663be4] {
   display: flex;
   flex-direction: column;
   gap: 2px;
   min-width: 0;
   flex: 1;
 }
-.progress-label[data-v-f65566fd] {
+.progress-label[data-v-f0663be4] {
   font-size: 10px;
   font-weight: 500;
   color: rgba(226, 232, 240, 0.5);
   text-transform: uppercase;
   letter-spacing: 0.03em;
 }
-.progress-name[data-v-f65566fd] {
+.progress-name[data-v-f0663be4] {
   font-size: 13px;
   font-weight: 500;
   color: rgba(191, 219, 254, 1);
@@ -1663,7 +1663,7 @@ to { transform: rotate(360deg);
   text-overflow: ellipsis;
   white-space: nowrap;
 }
-.progress-name.clickable[data-v-f65566fd] {
+.progress-name.clickable[data-v-f0663be4] {
   cursor: pointer;
   padding: 2px 6px;
   margin: -2px -6px;
@@ -1673,42 +1673,42 @@ to { transform: rotate(360deg);
   align-items: center;
   gap: 4px;
 }
-.progress-name.clickable[data-v-f65566fd]:hover:not(.disabled) {
+.progress-name.clickable[data-v-f0663be4]:hover:not(.disabled) {
   background: rgba(66, 153, 225, 0.2);
   color: rgba(191, 219, 254, 1);
 }
-.progress-name.no-lora[data-v-f65566fd] {
+.progress-name.no-lora[data-v-f0663be4] {
   font-style: italic;
   color: rgba(226, 232, 240, 0.6);
 }
-.progress-name.clickable.no-lora[data-v-f65566fd]:hover:not(.disabled) {
+.progress-name.clickable.no-lora[data-v-f0663be4]:hover:not(.disabled) {
   background: rgba(160, 174, 192, 0.2);
   color: rgba(226, 232, 240, 0.8);
 }
-.progress-name.clickable.disabled[data-v-f65566fd] {
+.progress-name.clickable.disabled[data-v-f0663be4] {
   cursor: not-allowed;
   opacity: 0.5;
 }
-.progress-info.disabled[data-v-f65566fd] {
+.progress-info.disabled[data-v-f0663be4] {
   cursor: not-allowed;
 }
-.selector-icon[data-v-f65566fd] {
+.selector-icon[data-v-f0663be4] {
   width: 16px;
   height: 16px;
   opacity: 0.5;
   flex-shrink: 0;
 }
-.progress-name.clickable:hover .selector-icon[data-v-f65566fd] {
+.progress-name.clickable:hover .selector-icon[data-v-f0663be4] {
   opacity: 0.8;
 }
-.progress-counter[data-v-f65566fd] {
+.progress-counter[data-v-f0663be4] {
   display: flex;
   align-items: center;
   gap: 4px;
   padding-left: 12px;
   flex-shrink: 0;
 }
-.progress-index[data-v-f65566fd] {
+.progress-index[data-v-f0663be4] {
   font-size: 18px;
   font-weight: 600;
   color: rgba(66, 153, 225, 1);
@@ -1717,12 +1717,12 @@ to { transform: rotate(360deg);
   text-align: right;
   font-variant-numeric: tabular-nums;
 }
-.progress-separator[data-v-f65566fd] {
+.progress-separator[data-v-f0663be4] {
   font-size: 14px;
   color: rgba(226, 232, 240, 0.4);
   margin: 0 2px;
 }
-.progress-total[data-v-f65566fd] {
+.progress-total[data-v-f0663be4] {
   font-size: 14px;
   font-weight: 500;
   color: rgba(226, 232, 240, 0.6);
@@ -1733,7 +1733,7 @@ to { transform: rotate(360deg);
 }
 
 /* Repeat Progress */
-.repeat-progress[data-v-f65566fd] {
+.repeat-progress[data-v-f0663be4] {
   display: flex;
   align-items: center;
   gap: 6px;
@@ -1743,23 +1743,23 @@ to { transform: rotate(360deg);
   border: 1px solid rgba(226, 232, 240, 0.1);
   border-radius: 4px;
 }
-.repeat-progress-track[data-v-f65566fd] {
+.repeat-progress-track[data-v-f0663be4] {
   width: 32px;
   height: 4px;
   background: rgba(226, 232, 240, 0.15);
   border-radius: 2px;
   overflow: hidden;
 }
-.repeat-progress-fill[data-v-f65566fd] {
+.repeat-progress-fill[data-v-f0663be4] {
   height: 100%;
   background: linear-gradient(90deg, #f59e0b, #fbbf24);
   border-radius: 2px;
   transition: width 0.3s ease;
 }
-.repeat-progress-fill.is-complete[data-v-f65566fd] {
+.repeat-progress-fill.is-complete[data-v-f0663be4] {
   background: linear-gradient(90deg, #10b981, #34d399);
 }
-.repeat-progress-text[data-v-f65566fd] {
+.repeat-progress-text[data-v-f0663be4] {
   font-size: 10px;
   font-family: 'SF Mono', 'Roboto Mono', monospace;
   color: rgba(253, 230, 138, 0.9);
@@ -1768,19 +1768,19 @@ to { transform: rotate(360deg);
 }
 
 /* Index Controls Row - Grouped Layout */
-.index-controls-row[data-v-f65566fd] {
+.index-controls-row[data-v-f0663be4] {
   display: flex;
   align-items: flex-end;
   gap: 16px;
 }
 
 /* Control Group */
-.control-group[data-v-f65566fd] {
+.control-group[data-v-f0663be4] {
   display: flex;
   flex-direction: column;
   gap: 6px;
 }
-.control-group-label[data-v-f65566fd] {
+.control-group-label[data-v-f0663be4] {
   font-size: 11px;
   font-weight: 500;
   color: rgba(226, 232, 240, 0.5);
@@ -1788,13 +1788,13 @@ to { transform: rotate(360deg);
   letter-spacing: 0.03em;
   line-height: 1;
 }
-.control-group-content[data-v-f65566fd] {
+.control-group-content[data-v-f0663be4] {
   display: flex;
   align-items: baseline;
   gap: 4px;
   height: 32px;
 }
-.index-input[data-v-f65566fd] {
+.index-input[data-v-f0663be4] {
   width: 50px;
   height: 32px;
   padding: 0 8px;
@@ -1807,15 +1807,15 @@ to { transform: rotate(360deg);
   line-height: 32px;
   box-sizing: border-box;
 }
-.index-input[data-v-f65566fd]:focus {
+.index-input[data-v-f0663be4]:focus {
   outline: none;
   border-color: rgba(66, 153, 225, 0.6);
 }
-.index-input[data-v-f65566fd]:disabled {
+.index-input[data-v-f0663be4]:disabled {
   opacity: 0.4;
   cursor: not-allowed;
 }
-.index-hint[data-v-f65566fd] {
+.index-hint[data-v-f0663be4] {
   font-size: 12px;
   color: rgba(226, 232, 240, 0.4);
   font-variant-numeric: tabular-nums;
@@ -1823,7 +1823,7 @@ to { transform: rotate(360deg);
 }
 
 /* Repeat Controls */
-.repeat-input[data-v-f65566fd] {
+.repeat-input[data-v-f0663be4] {
   width: 50px;
   height: 32px;
   padding: 0 6px;
@@ -1837,11 +1837,11 @@ to { transform: rotate(360deg);
   line-height: 32px;
   box-sizing: border-box;
 }
-.repeat-input[data-v-f65566fd]:focus {
+.repeat-input[data-v-f0663be4]:focus {
   outline: none;
   border-color: rgba(66, 153, 225, 0.6);
 }
-.repeat-suffix[data-v-f65566fd] {
+.repeat-suffix[data-v-f0663be4] {
   font-size: 13px;
   color: rgba(226, 232, 240, 0.4);
   font-weight: 500;
@@ -1849,7 +1849,7 @@ to { transform: rotate(360deg);
 }
 
 /* Action Buttons */
-.action-buttons[data-v-f65566fd] {
+.action-buttons[data-v-f0663be4] {
   display: flex;
   align-items: center;
   gap: 6px;
@@ -1857,7 +1857,7 @@ to { transform: rotate(360deg);
 }
 
 /* Control Buttons */
-.control-btn[data-v-f65566fd] {
+.control-btn[data-v-f0663be4] {
   display: flex;
   align-items: center;
   justify-content: center;
@@ -1871,52 +1871,52 @@ to { transform: rotate(360deg);
   cursor: pointer;
   transition: all 0.2s;
 }
-.control-btn[data-v-f65566fd]:hover:not(:disabled) {
+.control-btn[data-v-f0663be4]:hover:not(:disabled) {
   background: rgba(66, 153, 225, 0.2);
   border-color: rgba(66, 153, 225, 0.4);
   color: rgba(191, 219, 254, 1);
 }
-.control-btn[data-v-f65566fd]:disabled {
+.control-btn[data-v-f0663be4]:disabled {
   opacity: 0.4;
   cursor: not-allowed;
 }
-.control-btn.active[data-v-f65566fd] {
+.control-btn.active[data-v-f0663be4] {
   background: rgba(245, 158, 11, 0.2);
   border-color: rgba(245, 158, 11, 0.5);
   color: rgba(253, 230, 138, 1);
 }
-.control-btn.active[data-v-f65566fd]:hover {
+.control-btn.active[data-v-f0663be4]:hover {
   background: rgba(245, 158, 11, 0.3);
   border-color: rgba(245, 158, 11, 0.6);
 }
-.control-icon[data-v-f65566fd] {
+.control-icon[data-v-f0663be4] {
   width: 14px;
   height: 14px;
 }
 
 /* Slider Container */
-.slider-container[data-v-f65566fd] {
+.slider-container[data-v-f0663be4] {
   background: rgba(26, 32, 44, 0.9);
   border: 1px solid rgba(226, 232, 240, 0.2);
   border-radius: 6px;
   padding: 6px;
 }
-.slider-container--disabled[data-v-f65566fd] {
+.slider-container--disabled[data-v-f0663be4] {
   opacity: 0.5;
   pointer-events: none;
 }
-.section-header-with-toggle[data-v-f65566fd] {
+.section-header-with-toggle[data-v-f0663be4] {
   display: flex;
   align-items: center;
   justify-content: space-between;
   margin-bottom: 8px;
 }
-.section-header-with-toggle .setting-label[data-v-f65566fd] {
+.section-header-with-toggle .setting-label[data-v-f0663be4] {
   margin-bottom: 4px;
 }
 
 /* Toggle Switch */
-.toggle-switch[data-v-f65566fd] {
+.toggle-switch[data-v-f0663be4] {
   position: relative;
   width: 36px;
   height: 20px;
@@ -1925,7 +1925,7 @@ to { transform: rotate(360deg);
   border: none;
   cursor: pointer;
 }
-.toggle-switch__track[data-v-f65566fd] {
+.toggle-switch__track[data-v-f0663be4] {
   position: absolute;
   inset: 0;
   background: var(--comfy-input-bg, #333);
@@ -1933,11 +1933,11 @@ to { transform: rotate(360deg);
   border-radius: 10px;
   transition: all 0.2s;
 }
-.toggle-switch--active .toggle-switch__track[data-v-f65566fd] {
+.toggle-switch--active .toggle-switch__track[data-v-f0663be4] {
   background: rgba(66, 153, 225, 0.3);
   border-color: rgba(66, 153, 225, 0.6);
 }
-.toggle-switch__thumb[data-v-f65566fd] {
+.toggle-switch__thumb[data-v-f0663be4] {
   position: absolute;
   top: 3px;
   left: 2px;
@@ -1948,12 +1948,12 @@ to { transform: rotate(360deg);
   transition: all 0.2s;
   opacity: 0.6;
 }
-.toggle-switch--active .toggle-switch__thumb[data-v-f65566fd] {
+.toggle-switch--active .toggle-switch__thumb[data-v-f0663be4] {
   transform: translateX(16px);
   background: #4299e1;
   opacity: 1;
 }
-.toggle-switch:hover .toggle-switch__thumb[data-v-f65566fd] {
+.toggle-switch:hover .toggle-switch__thumb[data-v-f0663be4] {
   opacity: 1;
 }
 
@@ -2077,7 +2077,7 @@ to { transform: rotate(360deg);
   font-size: 13px;
 }
 
-.lora-cycler-widget[data-v-b97187b9] {
+.lora-cycler-widget[data-v-3f46897a] {
   padding: 6px;
   background: rgba(40, 44, 52, 0.6);
   border-radius: 6px;
@@ -13515,11 +13515,14 @@ const _hoisted_24 = { class: "setting-section" };
 const _hoisted_25 = { class: "slider-container" };
 const _hoisted_26 = { class: "setting-section" };
 const _hoisted_27 = { class: "section-header-with-toggle" };
-const _hoisted_28 = { class: "setting-label" };
+const _hoisted_28 = ["aria-checked"];
-const _hoisted_29 = ["aria-checked"];
+const _hoisted_29 = { class: "setting-section" };
-const _hoisted_30 = { class: "setting-section" };
+const _hoisted_30 = { class: "section-header-with-toggle" };
-const _hoisted_31 = { class: "section-header-with-toggle" };
+const _hoisted_31 = { class: "setting-label" };
 const _hoisted_32 = ["aria-checked"];
+const _hoisted_33 = { class: "setting-section" };
+const _hoisted_34 = { class: "section-header-with-toggle" };
+const _hoisted_35 = ["aria-checked"];
 const _sfc_main$4 = /* @__PURE__ */ defineComponent({
   __name: "LoraCyclerSettingsView",
   props: {
@@ -13530,6 +13533,8 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
     modelStrength: {},
     clipStrength: {},
     useCustomClipRange: { type: Boolean },
+    usePresetStrength: { type: Boolean },
+    presetStrengthScale: {},
     isClipStrengthDisabled: { type: Boolean },
     repeatCount: {},
     repeatUsed: {},
@@ -13540,7 +13545,7 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
     includeNoLora: { type: Boolean },
     isNoLora: { type: Boolean }
   },
-  emits: ["update:currentIndex", "update:modelStrength", "update:clipStrength", "update:useCustomClipRange", "update:repeatCount", "update:includeNoLora", "toggle-pause", "reset-index", "open-lora-selector"],
+  emits: ["update:currentIndex", "update:modelStrength", "update:clipStrength", "update:useCustomClipRange", "update:usePresetStrength", "update:presetStrengthScale", "update:repeatCount", "update:includeNoLora", "toggle-pause", "reset-index", "open-lora-selector"],
   setup(__props, { emit: __emit }) {
     const props = __props;
     const emit2 = __emit;
@@ -13586,7 +13591,7 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
     };
     return (_ctx, _cache) => {
       return openBlock(), createElementBlock("div", _hoisted_1$3, [
-        _cache[24] || (_cache[24] = createBaseVNode("div", { class: "settings-header" }, [
+        _cache[28] || (_cache[28] = createBaseVNode("div", { class: "settings-header" }, [
           createBaseVNode("h3", { class: "settings-title" }, "CYCLER SETTINGS")
         ], -1)),
         createBaseVNode("div", _hoisted_2$3, [
@@ -13603,7 +13608,7 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
                 title: __props.currentLoraFilename
               }, [
                 createTextVNode(toDisplayString(__props.currentLoraName || "None") + " ", 1),
-                _cache[12] || (_cache[12] = createBaseVNode("svg", {
+                _cache[14] || (_cache[14] = createBaseVNode("svg", {
                   class: "selector-icon",
                   viewBox: "0 0 24 24",
                   fill: "currentColor"
@@ -13614,7 +13619,7 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
             ], 2),
             createBaseVNode("div", _hoisted_5$1, [
               createBaseVNode("span", _hoisted_6$1, toDisplayString(__props.currentIndex), 1),
-              _cache[13] || (_cache[13] = createBaseVNode("span", { class: "progress-separator" }, "/", -1)),
+              _cache[15] || (_cache[15] = createBaseVNode("span", { class: "progress-separator" }, "/", -1)),
               createBaseVNode("span", _hoisted_7$1, toDisplayString(__props.totalCount), 1),
               __props.repeatCount > 1 ? (openBlock(), createElementBlock("div", _hoisted_8, [
                 createBaseVNode("div", _hoisted_9, [
@@ -13631,7 +13636,7 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
         createBaseVNode("div", _hoisted_11, [
           createBaseVNode("div", _hoisted_12, [
             createBaseVNode("div", _hoisted_13, [
-              _cache[14] || (_cache[14] = createBaseVNode("label", { class: "control-group-label" }, "Starting Index", -1)),
+              _cache[16] || (_cache[16] = createBaseVNode("label", { class: "control-group-label" }, "Starting Index", -1)),
               createBaseVNode("div", _hoisted_14, [
                 createBaseVNode("input", {
                   type: "number",
@@ -13653,7 +13658,7 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
               ])
             ]),
             createBaseVNode("div", _hoisted_17, [
-              _cache[16] || (_cache[16] = createBaseVNode("label", { class: "control-group-label" }, "Repeat", -1)),
+              _cache[18] || (_cache[18] = createBaseVNode("label", { class: "control-group-label" }, "Repeat", -1)),
               createBaseVNode("div", _hoisted_18, [
                 createBaseVNode("input", {
                   type: "number",
@@ -13671,7 +13676,7 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
                   }, ["stop"])),
                   title: "Each LoRA will be used this many times before moving to the next"
                 }, null, 40, _hoisted_19),
-                _cache[15] || (_cache[15] = createBaseVNode("span", { class: "repeat-suffix" }, "×", -1))
+                _cache[17] || (_cache[17] = createBaseVNode("span", { class: "repeat-suffix" }, "×", -1))
               ])
             ]),
             createBaseVNode("div", _hoisted_20, [
@@ -13681,9 +13686,9 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
                 onClick: _cache[6] || (_cache[6] = ($event) => _ctx.$emit("toggle-pause")),
                 title: __props.isPauseDisabled ? "Cannot pause while prompts are queued" : __props.isPaused ? "Continue iteration" : "Pause iteration"
               }, [
-                __props.isPaused ? (openBlock(), createElementBlock("svg", _hoisted_22, [..._cache[17] || (_cache[17] = [
+                __props.isPaused ? (openBlock(), createElementBlock("svg", _hoisted_22, [..._cache[19] || (_cache[19] = [
                   createBaseVNode("path", { d: "M8 5v14l11-7z" }, null, -1)
-                ])])) : (openBlock(), createElementBlock("svg", _hoisted_23, [..._cache[18] || (_cache[18] = [
+                ])])) : (openBlock(), createElementBlock("svg", _hoisted_23, [..._cache[20] || (_cache[20] = [
                   createBaseVNode("path", { d: "M6 4h4v16H6zm8 0h4v16h-4z" }, null, -1)
                 ])]))
               ], 10, _hoisted_21),
@@ -13691,7 +13696,7 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
                 class: "control-btn",
                 onClick: _cache[7] || (_cache[7] = ($event) => _ctx.$emit("reset-index")),
                 title: "Reset to index 1"
-              }, [..._cache[19] || (_cache[19] = [
+              }, [..._cache[21] || (_cache[21] = [
                 createBaseVNode("svg", {
                   viewBox: "0 0 24 24",
                   fill: "currentColor",
@@ -13704,7 +13709,7 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
           ])
         ]),
         createBaseVNode("div", _hoisted_24, [
-          _cache[20] || (_cache[20] = createBaseVNode("label", { class: "setting-label" }, "Model Strength", -1)),
+          _cache[22] || (_cache[22] = createBaseVNode("label", { class: "setting-label" }, "Model Strength", -1)),
           createBaseVNode("div", _hoisted_25, [
             createVNode(SingleSlider, {
               min: -10,
@@ -13718,18 +13723,47 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
         ]),
         createBaseVNode("div", _hoisted_26, [
           createBaseVNode("div", _hoisted_27, [
-            createBaseVNode("label", _hoisted_28, " Clip Strength - " + toDisplayString(__props.useCustomClipRange ? "Custom Value" : "Use Model Strength"), 1),
+            _cache[24] || (_cache[24] = createBaseVNode("label", { class: "setting-label" }, " Preset Strength Scale ", -1)),
+            createBaseVNode("button", {
+              type: "button",
+              class: normalizeClass(["toggle-switch", { "toggle-switch--active": __props.usePresetStrength }]),
+              onClick: _cache[9] || (_cache[9] = ($event) => _ctx.$emit("update:usePresetStrength", !__props.usePresetStrength)),
+              role: "switch",
+              "aria-checked": __props.usePresetStrength,
+              title: "Use scaled preset strength when enabled"
+            }, [..._cache[23] || (_cache[23] = [
+              createBaseVNode("span", { class: "toggle-switch__track" }, null, -1),
+              createBaseVNode("span", { class: "toggle-switch__thumb" }, null, -1)
+            ])], 10, _hoisted_28)
+          ]),
+          createBaseVNode("div", {
+            class: normalizeClass(["slider-container", { "slider-container--disabled": !__props.usePresetStrength }])
+          }, [
+            createVNode(SingleSlider, {
+              min: 0,
+              max: 2,
+              value: __props.presetStrengthScale,
+              step: 0.1,
+              "default-range": { min: 0.5, max: 1 },
+              disabled: !__props.usePresetStrength,
+              "onUpdate:value": _cache[10] || (_cache[10] = ($event) => _ctx.$emit("update:presetStrengthScale", $event))
+            }, null, 8, ["value", "disabled"])
+          ], 2)
+        ]),
+        createBaseVNode("div", _hoisted_29, [
+          createBaseVNode("div", _hoisted_30, [
+            createBaseVNode("label", _hoisted_31, " Clip Strength - " + toDisplayString(__props.useCustomClipRange ? "Custom Value" : "Use Model Strength"), 1),
             createBaseVNode("button", {
               type: "button",
               class: normalizeClass(["toggle-switch", { "toggle-switch--active": __props.useCustomClipRange }]),
-              onClick: _cache[9] || (_cache[9] = ($event) => _ctx.$emit("update:useCustomClipRange", !__props.useCustomClipRange)),
+              onClick: _cache[11] || (_cache[11] = ($event) => _ctx.$emit("update:useCustomClipRange", !__props.useCustomClipRange)),
               role: "switch",
               "aria-checked": __props.useCustomClipRange,
               title: "Use custom clip strength when enabled, otherwise use model strength"
-            }, [..._cache[21] || (_cache[21] = [
+            }, [..._cache[25] || (_cache[25] = [
               createBaseVNode("span", { class: "toggle-switch__track" }, null, -1),
               createBaseVNode("span", { class: "toggle-switch__thumb" }, null, -1)
-            ])], 10, _hoisted_29)
+            ])], 10, _hoisted_32)
           ]),
           createBaseVNode("div", {
             class: normalizeClass(["slider-container", { "slider-container--disabled": __props.isClipStrengthDisabled }])
@@ -13741,31 +13775,31 @@ const _sfc_main$4 = /* @__PURE__ */ defineComponent({
               step: 0.1,
               "default-range": { min: 0.5, max: 1.5 },
               disabled: __props.isClipStrengthDisabled,
-              "onUpdate:value": _cache[10] || (_cache[10] = ($event) => _ctx.$emit("update:clipStrength", $event))
+              "onUpdate:value": _cache[12] || (_cache[12] = ($event) => _ctx.$emit("update:clipStrength", $event))
             }, null, 8, ["value", "disabled"])
           ], 2)
         ]),
-        createBaseVNode("div", _hoisted_30, [
+        createBaseVNode("div", _hoisted_33, [
-          createBaseVNode("div", _hoisted_31, [
+          createBaseVNode("div", _hoisted_34, [
-            _cache[23] || (_cache[23] = createBaseVNode("label", { class: "setting-label" }, ' Add "No LoRA" step ', -1)),
+            _cache[27] || (_cache[27] = createBaseVNode("label", { class: "setting-label" }, ' Add "No LoRA" step ', -1)),
             createBaseVNode("button", {
               type: "button",
               class: normalizeClass(["toggle-switch", { "toggle-switch--active": __props.includeNoLora }]),
-              onClick: _cache[11] || (_cache[11] = ($event) => _ctx.$emit("update:includeNoLora", !__props.includeNoLora)),
+              onClick: _cache[13] || (_cache[13] = ($event) => _ctx.$emit("update:includeNoLora", !__props.includeNoLora)),
               role: "switch",
               "aria-checked": __props.includeNoLora,
               title: "Add an iteration without LoRA for comparison"
-            }, [..._cache[22] || (_cache[22] = [
+            }, [..._cache[26] || (_cache[26] = [
               createBaseVNode("span", { class: "toggle-switch__track" }, null, -1),
               createBaseVNode("span", { class: "toggle-switch__thumb" }, null, -1)
-            ])], 10, _hoisted_32)
+            ])], 10, _hoisted_35)
           ])
         ])
       ]);
     };
   }
 });
-const LoraCyclerSettingsView = /* @__PURE__ */ _export_sfc(_sfc_main$4, [["__scopeId", "data-v-f65566fd"]]);
+const LoraCyclerSettingsView = /* @__PURE__ */ _export_sfc(_sfc_main$4, [["__scopeId", "data-v-f0663be4"]]);
 const _hoisted_1$2 = { class: "search-container" };
 const _hoisted_2$2 = { class: "lora-list" };
 const _hoisted_3$2 = ["onMouseenter", "onClick"];
@@ -13968,6 +14002,8 @@ function useLoraCyclerState(widget) {
   const modelStrength = ref(1);
   const clipStrength = ref(1);
   const useCustomClipRange = ref(false);
+  const usePresetStrength = ref(false);
+  const presetStrengthScale = ref(1);
   const sortBy = ref("filename");
   const currentLoraName = ref("");
   const currentLoraFilename = ref("");
@@ -13990,6 +14026,8 @@ function useLoraCyclerState(widget) {
         model_strength: modelStrength.value,
         clip_strength: clipStrength.value,
         use_same_clip_strength: !useCustomClipRange.value,
+        use_preset_strength: usePresetStrength.value,
+        preset_strength_scale: presetStrengthScale.value,
         sort_by: sortBy.value,
         current_lora_name: currentLoraName.value,
         current_lora_filename: currentLoraFilename.value,
@@ -14008,6 +14046,8 @@ function useLoraCyclerState(widget) {
       model_strength: modelStrength.value,
       clip_strength: clipStrength.value,
       use_same_clip_strength: !useCustomClipRange.value,
+      use_preset_strength: usePresetStrength.value,
+      preset_strength_scale: presetStrengthScale.value,
       sort_by: sortBy.value,
       current_lora_name: currentLoraName.value,
       current_lora_filename: currentLoraFilename.value,
@@ -14028,6 +14068,8 @@ function useLoraCyclerState(widget) {
       modelStrength.value = config.model_strength ?? 1;
       clipStrength.value = config.clip_strength ?? 1;
       useCustomClipRange.value = !(config.use_same_clip_strength ?? true);
+      usePresetStrength.value = config.use_preset_strength ?? false;
+      presetStrengthScale.value = config.preset_strength_scale ?? 1;
       sortBy.value = config.sort_by || "filename";
       currentLoraName.value = config.current_lora_name || "";
       currentLoraFilename.value = config.current_lora_filename || "";
@@ -14157,6 +14199,8 @@ function useLoraCyclerState(widget) {
     modelStrength,
     clipStrength,
     useCustomClipRange,
+    usePresetStrength,
+    presetStrengthScale,
     sortBy,
     currentLoraName,
     currentLoraFilename,
@@ -14175,6 +14219,8 @@ function useLoraCyclerState(widget) {
     modelStrength,
     clipStrength,
     useCustomClipRange,
+    usePresetStrength,
+    presetStrengthScale,
     sortBy,
     currentLoraName,
     currentLoraFilename,
@@ -14511,6 +14557,8 @@ const _sfc_main$2 = /* @__PURE__ */ defineComponent({
           "model-strength": unref(state).modelStrength.value,
           "clip-strength": unref(state).clipStrength.value,
           "use-custom-clip-range": unref(state).useCustomClipRange.value,
+          "use-preset-strength": unref(state).usePresetStrength.value,
+          "preset-strength-scale": unref(state).presetStrengthScale.value,
           "is-clip-strength-disabled": unref(state).isClipStrengthDisabled.value,
           "is-loading": unref(state).isLoading.value,
           "repeat-count": unref(state).repeatCount.value,
@@ -14525,25 +14573,27 @@ const _sfc_main$2 = /* @__PURE__ */ defineComponent({
           "onUpdate:modelStrength": _cache[0] || (_cache[0] = ($event) => unref(state).modelStrength.value = $event),
           "onUpdate:clipStrength": _cache[1] || (_cache[1] = ($event) => unref(state).clipStrength.value = $event),
           "onUpdate:useCustomClipRange": handleUseCustomClipRangeChange,
+          "onUpdate:usePresetStrength": _cache[2] || (_cache[2] = ($event) => unref(state).usePresetStrength.value = $event),
+          "onUpdate:presetStrengthScale": _cache[3] || (_cache[3] = ($event) => unref(state).presetStrengthScale.value = $event),
           "onUpdate:repeatCount": handleRepeatCountChange,
           "onUpdate:includeNoLora": handleIncludeNoLoraChange,
           onTogglePause: handleTogglePause,
           onResetIndex: handleResetIndex,
-          onOpenLoraSelector: _cache[2] || (_cache[2] = ($event) => isModalOpen.value = true)
+          onOpenLoraSelector: _cache[4] || (_cache[4] = ($event) => isModalOpen.value = true)
-        }, null, 8, ["current-index", "total-count", "current-lora-name", "current-lora-filename", "model-strength", "clip-strength", "use-custom-clip-range", "is-clip-strength-disabled", "is-loading", "repeat-count", "repeat-used", "is-paused", "is-pause-disabled", "is-workflow-executing", "executing-repeat-step", "include-no-lora", "is-no-lora"]),
+        }, null, 8, ["current-index", "total-count", "current-lora-name", "current-lora-filename", "model-strength", "clip-strength", "use-custom-clip-range", "use-preset-strength", "preset-strength-scale", "is-clip-strength-disabled", "is-loading", "repeat-count", "repeat-used", "is-paused", "is-pause-disabled", "is-workflow-executing", "executing-repeat-step", "include-no-lora", "is-no-lora"]),
         createVNode(LoraListModal, {
           visible: isModalOpen.value,
           "lora-list": cachedLoraList.value,
           "current-index": unref(state).currentIndex.value,
           "include-no-lora": unref(state).includeNoLora.value,
-          onClose: _cache[3] || (_cache[3] = ($event) => isModalOpen.value = false),
+          onClose: _cache[5] || (_cache[5] = ($event) => isModalOpen.value = false),
           onSelect: handleModalSelect
         }, null, 8, ["visible", "lora-list", "current-index", "include-no-lora"])
       ], 32);
     };
   }
 });
-const LoraCyclerWidget = /* @__PURE__ */ _export_sfc(_sfc_main$2, [["__scopeId", "data-v-b97187b9"]]);
+const LoraCyclerWidget = /* @__PURE__ */ _export_sfc(_sfc_main$2, [["__scopeId", "data-v-3f46897a"]]);
 const _hoisted_1$1 = { class: "json-display-widget" };
 const _hoisted_2$1 = {
   class: "json-content",
@@ -15156,7 +15206,7 @@ const LORA_RANDOMIZER_WIDGET_MIN_WIDTH = 500;
 const LORA_RANDOMIZER_WIDGET_MIN_HEIGHT = 448;
 const LORA_RANDOMIZER_WIDGET_MAX_HEIGHT = LORA_RANDOMIZER_WIDGET_MIN_HEIGHT;
 const LORA_CYCLER_WIDGET_MIN_WIDTH = 380;
-const LORA_CYCLER_WIDGET_MIN_HEIGHT = 344;
+const LORA_CYCLER_WIDGET_MIN_HEIGHT = 408;
 const LORA_CYCLER_WIDGET_MAX_HEIGHT = LORA_CYCLER_WIDGET_MIN_HEIGHT;
 const JSON_DISPLAY_WIDGET_MIN_WIDTH = 300;
 const JSON_DISPLAY_WIDGET_MIN_HEIGHT = 200;
@@ -15330,7 +15380,24 @@ function createLoraCyclerWidget(node) {
   container.style.flexDirection = "column";
   container.style.overflow = "hidden";
   forwardMiddleMouseToCanvas(container);
-  let internalValue;
+  const defaultConfig = {
+    current_index: 1,
+    total_count: 0,
+    pool_config_hash: "",
+    model_strength: 1,
+    clip_strength: 1,
+    use_same_clip_strength: true,
+    use_preset_strength: false,
+    preset_strength_scale: 1,
+    sort_by: "filename",
+    current_lora_name: "",
+    current_lora_filename: "",
+    repeat_count: 1,
+    repeat_used: 0,
+    is_paused: false,
+    include_no_lora: false
+  };
+  let internalValue = defaultConfig;
   const widget = node.addDOMWidget(
     "cycler_config",
     "CYCLER_CONFIG",