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workflows/workflow_wan22_bernini_head_swap_drag_and_drop_v1.0.json

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+        "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model Links (for Local Users)\n\n**text_encoders**\n\n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors?download=true)\n\n**vae**\n\n- [Wan2_1_VAE_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1_VAE_bf16.safetensors?download=true)\n\n**loras**\n\n- [lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Lightx2v/lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16.safetensors?download=true)\n\n**diffusion_models**\n\n- [wan2.2_bernini_r_high_noise_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Bernini-R/resolve/main/diffusion_models/wan2.2_bernini_r_high_noise_fp8_scaled.safetensors)\n- [wan2.2_bernini_r_low_noise_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Bernini-R/resolve/main/diffusion_models/wan2.2_bernini_r_low_noise_fp8_scaled.safetensors)\n\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │   └── umt5_xxl_fp8_e4m3fn_scaled.safetensors\n│   ├── 📂 vae/\n│   │   └── Wan2_1_VAE_bf16.safetensors\n│   ├── 📂 loras/\n│   │   └── lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16.safetensors\n│   └── 📂 diffusion_models/\n│       ├── wan2.2_bernini_r_high_noise_fp8_scaled.safetensors\n│       └── wan2.2_bernini_r_low_noise_fp8_scaled.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n"
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+        "# Head-Swap Bernini LoRA — inference cheat-sheet\n\n  Match these to training or the LoRA degrades / loses consistency.\n\n  ## Base model (required)\n  - **Bernini-R** high + low — NOT vanilla Wan2.2.\n    - wan2.2_bernini_r_high_noise_fp8_scaled → high-noise model\n    - wan2.2_bernini_r_low_noise_fp8_scaled  → low-noise model\n\n  ## LoRA\n  - ..._high_noise → **high** model · ..._low_noise → **low** model\n  - rank 64 / alpha 64 (scaling 1.0). Start **strength 0.7–1.0**; lower if body/identity over-applies.\n  - Check with **Head-Swap LoRA Debug**: patched keys > 0 (≈200/expert), not 0.\n\n  ## Resolution & frames (trained)\n  - **73 frames**, **640 px long edge**. Stay close — going far above is where consistency broke.\n  - The conditioning node auto-follows the guide size; feed a guide ~640 long edge.\n\n  ## Conditioning / wiring (Head-Swap Bernini Conditioning, BFS)\n  - guide_video → source_id 1 (scene/body kept)\n  - head_image  → source_id 2 (identity)\n  - target (generated) → source_id 0  · don't swap roles.\n\n  ## Reference image\n  - **Crop to head/shoulders only** — full-body ref makes the body bleed in.\n\n  ## ArcFace identity similarity (this LoRA, 73f/640 rank64)\n  | step | arcface |\n  |------|---------|\n  | 0 (base) | ~0.00 |\n  | 500  | 0.37 |\n  | 1000 | 0.39 |\n  | 1500 | 0.43 |\n  | 2000 | 0.47 |\n  | 2500 | **0.57** |\n  | 3000 | 0.57 (per-clip 0.47 / 0.63 / 0.61) |\n\n  Plateaus ~0.57 — **step 2500–3000 are the best checkpoints**.\n\n  ## Prompt\n  - Trigger `head_swap:` alone works (≈59% of training was just that).\n  - Optional: short natural-language, or the FACE/ACTION template below.\n\n  **FACE template example:**\n```\n  head_swap:\n\n  FACE:\n  Female, fair skin, approximately 20-30 years old, oval head shape,\n  long dark hair pulled back, brown eyes, no facial hair, smooth skin, no headwear.\n\n  ACTION:\n  A woman sits by a window and turns her head toward the camera; keep her clothing,\n  body posture, the room background and the static camera framing unchanged.\n  ```\n\n  FACE = describe ONLY the head. ACTION = describe the guide's body/scene/motion to preserve.\n\n  ## Sampler\n  - Standard Wan2.2 A14B dual high/low-noise (split sigmas at the boundary)."
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         {
-          "name": "STRING",
-          "type": "STRING",
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
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+            350
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+          "type": "INT",
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+          "type": "MASK",
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         }
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       "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.20.1",
-        "Node name for S&R": "StringConcatenate",
+        "aux_id": "aining2022/ComfyUI_Swwan",
+        "ver": "d0d61754bf7fa57f2abb4714cdf79058f5862a55",
+        "Node name for S&R": "ImageResizeKJv2",
+        "cnr_id": "comfyui-kjnodes",
         "ue_properties": {
           "widget_ue_connectable": {},
           "input_ue_unconnectable": {},
@@ -756,118 +879,76 @@
         }
       },
       "widgets_values": [
-        "head_swap:\n\nFACE:\n\n\n",
-        "",
-        ""
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+        640,
+        "lanczos",
+        "resize",
+        "0, 0, 0",
+        "center",
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+        "cpu"
       ]
     },
     {
-      "id": 79,
-      "type": "MarkdownNote",
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+      "type": "ImageResizeKJv2",
       "pos": [
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+        3147.7244502054828,
+        4334.987403907745
       ],
       "size": [
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+        336.00000000000045
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-      "flags": {},
-      "order": 4,
-      "mode": 0,
-      "inputs": [],
-      "outputs": [],
-      "title": "Model Links",
-      "properties": {
-        "ue_properties": {
-          "widget_ue_connectable": {},
-          "version": "7.5.1",
-          "input_ue_unconnectable": {}
-        }
+      "flags": {
+        "collapsed": false
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-      "widgets_values": [
-        "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model Links (for Local Users)\n\n**text_encoders**\n\n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors?download=true)\n\n**vae**\n\n- [Wan2_1_VAE_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1_VAE_bf16.safetensors?download=true)\n\n**loras**\n\n- [lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Lightx2v/lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16.safetensors?download=true)\n\n**diffusion_models**\n\n- [wan2.2_bernini_r_high_noise_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Bernini-R/resolve/main/diffusion_models/wan2.2_bernini_r_high_noise_fp8_scaled.safetensors)\n- [wan2.2_bernini_r_low_noise_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Bernini-R/resolve/main/diffusion_models/wan2.2_bernini_r_low_noise_fp8_scaled.safetensors)\n\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │   └── umt5_xxl_fp8_e4m3fn_scaled.safetensors\n│   ├── 📂 vae/\n│   │   └── Wan2_1_VAE_bf16.safetensors\n│   ├── 📂 loras/\n│   │   └── lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16.safetensors\n│   └── 📂 diffusion_models/\n│       ├── wan2.2_bernini_r_high_noise_fp8_scaled.safetensors\n│       └── wan2.2_bernini_r_low_noise_fp8_scaled.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n"
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-      "flags": {},
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-      "mode": 0,
-      "inputs": [],
-      "outputs": [],
-      "properties": {},
-      "widgets_values": [
-        "# Head-Swap Bernini LoRA — inference cheat-sheet\n\n  Match these to training or the LoRA degrades / loses consistency.\n\n  ## Base model (required)\n  - **Bernini-R** high + low — NOT vanilla Wan2.2.\n    - wan2.2_bernini_r_high_noise_fp8_scaled → high-noise model\n    - wan2.2_bernini_r_low_noise_fp8_scaled  → low-noise model\n\n  ## LoRA\n  - ..._high_noise → **high** model · ..._low_noise → **low** model\n  - rank 64 / alpha 64 (scaling 1.0). Start **strength 0.7–1.0**; lower if body/identity over-applies.\n  - Check with **Head-Swap LoRA Debug**: patched keys > 0 (≈200/expert), not 0.\n\n  ## Resolution & frames (trained)\n  - **73 frames**, **640 px long edge**. Stay close — going far above is where consistency broke.\n  - The conditioning node auto-follows the guide size; feed a guide ~640 long edge.\n\n  ## Conditioning / wiring (Head-Swap Bernini Conditioning, BFS)\n  - guide_video → source_id 1 (scene/body kept)\n  - head_image  → source_id 2 (identity)\n  - target (generated) → source_id 0  · don't swap roles.\n\n  ## Reference image\n  - **Crop to head/shoulders only** — full-body ref makes the body bleed in.\n\n  ## ArcFace identity similarity (this LoRA, 73f/640 rank64)\n  | step | arcface |\n  |------|---------|\n  | 0 (base) | ~0.00 |\n  | 500  | 0.37 |\n  | 1000 | 0.39 |\n  | 1500 | 0.43 |\n  | 2000 | 0.47 |\n  | 2500 | **0.57** |\n  | 3000 | 0.57 (per-clip 0.47 / 0.63 / 0.61) |\n\n  Plateaus ~0.57 — **step 2500–3000 are the best checkpoints**.\n\n  ## Prompt\n  - Trigger `head_swap:` alone works (≈59% of training was just that).\n  - Optional: short natural-language, or the FACE/ACTION template below.\n\n  **FACE template example:**\n```\n  head_swap:\n\n  FACE:\n  Female, fair skin, approximately 20-30 years old, oval head shape,\n  long dark hair pulled back, brown eyes, no facial hair, smooth skin, no headwear.\n\n  ACTION:\n  A woman sits by a window and turns her head toward the camera; keep her clothing,\n  body posture, the room background and the static camera framing unchanged.\n  ```\n\n  FACE = describe ONLY the head. ACTION = describe the guide's body/scene/motion to preserve.\n\n  ## Sampler\n  - Standard Wan2.2 A14B dual high/low-noise (split sigmas at the boundary)."
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-      "color": "#432",
-      "bgcolor": "#653"
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-          "type": "CLIP",
-          "link": 376
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         {
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-          "shape": 7,
-          "type": "IMAGE",
-          "link": 377
-        },
-        {
-          "name": "video",
-          "shape": 7,
           "type": "IMAGE",
-          "link": null
+          "link": 310
         },
         {
-          "name": "audio",
+          "name": "mask",
           "shape": 7,
-          "type": "AUDIO",
+          "type": "MASK",
           "link": null
         }
       ],
       "outputs": [
         {
-          "name": "generated_text",
-          "type": "STRING",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
-            399,
-            402
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+        {
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+          "type": "INT",
+          "links": null
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+        {
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+          "type": "INT",
+          "links": null
+        },
+        {
+          "name": "mask",
+          "type": "MASK",
+          "links": null
         }
       ],
-      "title": "Face Auto Prompt",
       "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.20.1",
-        "Node name for S&R": "TextGenerate",
+        "aux_id": "aining2022/ComfyUI_Swwan",
+        "ver": "d0d61754bf7fa57f2abb4714cdf79058f5862a55",
+        "Node name for S&R": "ImageResizeKJv2",
+        "cnr_id": "comfyui-kjnodes",
         "ue_properties": {
           "widget_ue_connectable": {},
           "input_ue_unconnectable": {},
@@ -875,18 +956,14 @@
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+        "resize",
+        "0, 0, 0",
+        "center",
+        2,
+        "cpu"
       ]
     },
     {
@@ -901,7 +978,7 @@
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       ],
       "flags": {},
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           "widget": {
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-          "link": 393
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         {
           "label": "task_type",
@@ -1059,80 +1136,35 @@
             "clip_name"
           ],
           [
-            "7",
-            "vae_name"
-          ],
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-            "lora_name"
-          ],
-          [
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-        "cnr_id": "comfy-core",
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-          "link": 160
-        }
-      ],
-      "outputs": [],
-      "properties": {
+            "7",
+            "vae_name"
+          ],
+          [
+            "115",
+            "lora_name"
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+          [
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+            "lora_name"
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         "cnr_id": "comfy-core",
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-        "enableTabs": false,
-        "tabWidth": 65,
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-        "secondTabText": "Send Back",
-        "secondTabOffset": 80,
-        "secondTabWidth": 65,
         "ue_properties": {
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-        "video/Bernini_r",
-        "auto",
-        "auto"
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@@ -1176,20 +1208,20 @@
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       },
       "widgets_values": [
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         "image"
       ]
     },
     {
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@@ -1197,83 +1229,83 @@
       "inputs": [],
       "outputs": [
         {
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "name": "STRING",
+          "type": "STRING",
           "links": [
-            310,
-            364
+            417
           ]
-        },
-        {
-          "name": "MASK",
-          "type": "MASK",
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         }
       ],
       "properties": {
         "cnr_id": "comfy-core",
-        "ver": "0.24.0",
-        "Node name for S&R": "LoadImage",
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         "ue_properties": {
           "widget_ue_connectable": {},
-          "version": "7.5.1",
-          "input_ue_unconnectable": {}
+          "input_ue_unconnectable": {},
+          "version": "7.5.1"
         }
       },
       "widgets_values": [
-        "Generated Image September 03, 2025 - 12_50PM.jpeg",
-        "image"
+        "head_swap:\n",
+        "",
+        ""
       ]
     },
     {
-      "id": 125,
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-          "name": "image_1",
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+          "link": 376
+        },
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           "type": "IMAGE",
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+          "link": 377
         },
         {
-          "name": "image_2",
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           "shape": 7,
           "type": "IMAGE",
-          "link": 357
+          "link": null
         },
         {
-          "name": "image_3",
+          "name": "audio",
           "shape": 7,
-          "type": "IMAGE,MASK",
-          "link": 356
+          "type": "AUDIO",
+          "link": null
         }
       ],
       "outputs": [
         {
-          "name": "images",
-          "type": "IMAGE",
+          "name": "generated_text",
+          "type": "STRING",
           "links": [
-            415
+            399,
+            402
           ]
         }
       ],
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       "properties": {
-        "aux_id": "aining2022/ComfyUI_Swwan",
-        "ver": "d0d61754bf7fa57f2abb4714cdf79058f5862a55",
-        "Node name for S&R": "ImageConcatMulti",
-        "cnr_id": "comfyui-kjnodes",
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         "ue_properties": {
           "widget_ue_connectable": {},
           "input_ue_unconnectable": {},
@@ -1281,159 +1313,145 @@
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-      "id": 155,
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-          "type": "MASK",
-          "link": null
+          "name": "source",
+          "type": "*",
+          "link": 399
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       "outputs": [
         {
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-          "type": "IMAGE",
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-        {
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-          "type": "INT",
-          "links": null
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-        {
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-        "aux_id": "aining2022/ComfyUI_Swwan",
-        "ver": "789eff2faf2f24bdcf00a6a5959f04e634bf5ad2",
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       "widgets_values": [
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-        {
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-          "type": "AUDIO",
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-        },
-        {
-          "name": "meta_batch",
-          "shape": 7,
-          "type": "VHS_BatchManager",
-          "link": null
-        },
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+          "type": "STRING",
+          "widget": {
+            "name": "string_b"
+          },
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+      ],
+      "outputs": [
         {
-          "name": "vae",
-          "shape": 7,
-          "type": "VAE",
-          "link": null
+          "name": "STRING",
+          "type": "STRING",
+          "links": []
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.20.1",
+        "Node name for S&R": "StringConcatenate",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "input_ue_unconnectable": {},
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+      "inputs": [],
       "outputs": [
         {
-          "name": "Filenames",
-          "type": "VHS_FILENAMES",
-          "links": null
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
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       "properties": {
-        "cnr_id": "comfyui-videohelpersuite",
-        "ver": "993082e4f2473bf4acaf06f51e33877a7eb38960",
-        "Node name for S&R": "VHS_VideoCombine",
+        "cnr_id": "comfy-core",
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         "ue_properties": {
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-        "frame_rate": 24,
-        "loop_count": 0,
-        "filename_prefix": "head_bernini",
-        "format": "video/h264-mp4",
-        "pix_fmt": "yuv420p",
-        "crf": 19,
-        "save_metadata": true,
-        "trim_to_audio": false,
-        "pingpong": false,
-        "save_output": true,
-        "videopreview": {
-          "hidden": false,
-          "paused": false,
-          "params": {
-            "filename": "head_bernini_00030-audio.mp4",
-            "subfolder": "",
-            "type": "output",
-            "format": "video/h264-mp4",
-            "frame_rate": 24,
-            "workflow": "head_bernini_00030.png",
-            "fullpath": "/data/comfyui/output/head_bernini_00030-audio.mp4"
-          }
-        }
-      }
+      "widgets_values": [
+        "gemma4_e4b_it_fp8_scaled.safetensors",
+        "wan",
+        "default"
+      ]
     }
   ],
   "links": [
@@ -1493,22 +1511,6 @@
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     ],
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-      117,
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@@ -1621,14 +1623,6 @@
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-      144,
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-      76,
-      3,
-      "STRING"
-    ],
     [
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       141,
@@ -1660,6 +1654,14 @@
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       0,
       "IMAGE"
+    ],
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+      156,
+      0,
+      76,
+      3,
+      "STRING"
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   "groups": [
@@ -1683,8 +1685,8 @@
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         "state": {
           "lastGroupId": 9,
-          "lastNodeId": 155,
-          "lastLinkId": 416,
+          "lastNodeId": 156,
+          "lastLinkId": 417,
           "lastRerouteId": 0
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@@ -2031,8 +2033,8 @@
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         "state": {
           "lastGroupId": 9,
-          "lastNodeId": 155,
-          "lastLinkId": 416,
+          "lastNodeId": 156,
+          "lastLinkId": 417,
           "lastRerouteId": 0
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             ],
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@@ -2434,7 +2436,7 @@
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             ],
             "flags": {},
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+            "order": 21,
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@@ -2504,7 +2506,7 @@
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             ],
             "flags": {},
-            "order": 26,
+            "order": 25,
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@@ -3004,7 +3006,7 @@
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             ],
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@@ -3058,7 +3060,7 @@
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             ],
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-            "order": 27,
+            "order": 26,
             "mode": 0,
             "inputs": [
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@@ -3141,7 +3143,7 @@
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             ],
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-            "order": 28,
+            "order": 27,
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             "inputs": [
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@@ -3190,7 +3192,7 @@
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             ],
             "flags": {},
-            "order": 36,
+            "order": 35,
             "mode": 0,
             "inputs": [
               {
@@ -3220,7 +3222,7 @@
               }
             },
             "widgets_values": [
-              "=== Head-Swap Bernini Conditioning ===\nOUTPUT (source_id 0 / target): 640x352, 73f -> latent (1, 16, 19, 44, 80)\nGUIDE  (source_id 1, kept):    native 640x358 -> 640x352 -> latent (1, 16, 19, 44, 80) (~16720 tokens)\nHEAD   (source_id 2, identity):native 1282x720 -> 1280x720 -> latent (1, 16, 1, 90, 160) (~3600 tokens)\ncontext_latents attached: 2 (order: guide, head)\nBody of the head image bleeding in? crop head_image to head/shoulders only."
+              "=== Head-Swap Bernini Conditioning ===\nOUTPUT (source_id 0 / target): 352x640, 73f -> latent (1, 16, 19, 80, 44)\nGUIDE  (source_id 1, kept):    native 360x640 -> 352x640 -> latent (1, 16, 19, 80, 44) (~16720 tokens)\nHEAD   (source_id 2, identity):native 512x374 -> 512x368 -> latent (1, 16, 1, 46, 64) (~736 tokens)\namplify_reference: True  (positive ctx=2, negative ctx=1)\n-> set CFG ~3-5 and DISABLE LightX2V (CFG 1.0 won't amplify).\nBody of the head image bleeding in? crop head_image to head/shoulders only."
             ]
           },
           {
@@ -3235,7 +3237,7 @@
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             ],
             "flags": {},
-            "order": 33,
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             "mode": 0,
             "inputs": [
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@@ -3285,7 +3287,7 @@
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             ],
             "flags": {},
-            "order": 20,
+            "order": 19,
             "mode": 0,
             "showAdvanced": false,
             "inputs": [
@@ -3387,7 +3389,7 @@
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             ],
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@@ -3513,7 +3515,7 @@
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             ],
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@@ -3575,7 +3577,7 @@
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             ],
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@@ -3639,7 +3641,7 @@
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             ],
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-            "order": 11,
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@@ -3703,7 +3705,7 @@
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             ],
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-            "order": 23,
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             "mode": 0,
             "inputs": [
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@@ -3774,7 +3776,7 @@
               390
             ],
             "flags": {},
-            "order": 9,
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@@ -3910,7 +3912,7 @@
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             "mode": 0,
             "inputs": [
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@@ -3974,7 +3976,7 @@
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             ],
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+            "order": 12,
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             "inputs": [
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@@ -4040,7 +4042,7 @@
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             ],
             "flags": {},
-            "order": 21,
+            "order": 20,
             "mode": 0,
             "inputs": [
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@@ -4114,7 +4116,7 @@
             "flags": {
               "collapsed": false
             },
-            "order": 35,
+            "order": 34,
             "mode": 0,
             "inputs": [
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@@ -4188,7 +4190,7 @@
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             ],
             "flags": {},
-            "order": 34,
+            "order": 33,
             "mode": 0,
             "inputs": [
               {
@@ -4258,10 +4260,10 @@
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             "size": [
               316.1001953125,
-              138
+              162
             ],
             "flags": {},
-            "order": 37,
+            "order": 36,
             "mode": 0,
             "inputs": [
               {
@@ -4346,7 +4348,8 @@
               "Node name for S&R": "BFSHeadSwapBerniniConditioning"
             },
             "widgets_values": [
-              73
+              73,
+              true
             ]
           },
           {
@@ -4361,7 +4364,7 @@
               572.0755208333333
             ],
             "flags": {},
-            "order": 16,
+            "order": 15,
             "mode": 0,
             "showAdvanced": false,
             "inputs": [
@@ -4451,61 +4454,6 @@
               1
             ]
           },
-          {
-            "id": 4,
-            "type": "CLIPTextEncode",
-            "pos": [
-              1670,
-              4670
-            ],
-            "size": [
-              699.984375,
-              240
-            ],
-            "flags": {},
-            "order": 10,
-            "mode": 0,
-            "inputs": [
-              {
-                "localized_name": "clip",
-                "name": "clip",
-                "type": "CLIP",
-                "link": 8
-              }
-            ],
-            "outputs": [
-              {
-                "localized_name": "CONDITIONING",
-                "name": "CONDITIONING",
-                "type": "CONDITIONING",
-                "links": [
-                  397
-                ]
-              }
-            ],
-            "properties": {
-              "cnr_id": "comfy-core",
-              "ver": "0.24.0",
-              "Node name for S&R": "CLIPTextEncode",
-              "enableTabs": false,
-              "tabWidth": 65,
-              "tabXOffset": 10,
-              "hasSecondTab": false,
-              "secondTabText": "Send Back",
-              "secondTabOffset": 80,
-              "secondTabWidth": 65,
-              "ue_properties": {
-                "widget_ue_connectable": {},
-                "version": "7.5.1",
-                "input_ue_unconnectable": {}
-              }
-            },
-            "widgets_values": [
-              "overexposed, static, blurry, low quality, worst quality, jpeg artifacts, ugly, deformed, extra fingers,\nbad hands, bad face, malformed limbs, fused fingers, cluttered background, extra people, body swap,\nreplacing the body, copying the reference body, full-body replacement, changed body, changed body shape,\nchanged clothing, changed outfit, changed background, changed scene, changed pose, changed motion,\ninconsistent face, flickering face, identity mismatch, multiple faces, wrong face"
-            ],
-            "color": "#223",
-            "bgcolor": "#335"
-          },
           {
             "id": 154,
             "type": "ContextWindowsVisualizerKJ",
@@ -4518,7 +4466,7 @@
               605.8799475722076
             ],
             "flags": {},
-            "order": 37,
+            "order": 38,
             "mode": 0,
             "inputs": [
               {
@@ -4577,7 +4525,7 @@
               559.0587475605944
             ],
             "flags": {},
-            "order": 38,
+            "order": 37,
             "mode": 0,
             "inputs": [
               {
@@ -4670,6 +4618,61 @@
             "widgets_values": [
               "er_sde"
             ]
+          },
+          {
+            "id": 4,
+            "type": "CLIPTextEncode",
+            "pos": [
+              1670,
+              4670
+            ],
+            "size": [
+              699.984375,
+              240
+            ],
+            "flags": {},
+            "order": 9,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "clip",
+                "name": "clip",
+                "type": "CLIP",
+                "link": 8
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "CONDITIONING",
+                "name": "CONDITIONING",
+                "type": "CONDITIONING",
+                "links": [
+                  397
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.24.0",
+              "Node name for S&R": "CLIPTextEncode",
+              "enableTabs": false,
+              "tabWidth": 65,
+              "tabXOffset": 10,
+              "hasSecondTab": false,
+              "secondTabText": "Send Back",
+              "secondTabOffset": 80,
+              "secondTabWidth": 65,
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.1",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              ""
+            ],
+            "color": "#223",
+            "bgcolor": "#335"
           }
         ],
         "groups": [
@@ -5341,10 +5344,10 @@
     "ue_links": [],
     "links_added_by_ue": [],
     "ds": {
-      "scale": 0.430567643134248,
+      "scale": 0.2430442096739822,
       "offset": [
-        -447.25882033589687,
-        -3284.896669176104
+        -1115.1870606371954,
+        -3026.609234329084
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   },