workflows/ltx-2.5_distilled_xpldv_example_workflow.json

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          "widget": {
            "name": "length"
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        {
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          "name": "a",
          "type": "FLOAT",
          "widget": {
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          "link": 13640
        },
        {
          "name": "audio_vae",
          "type": "VAE",
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        {
          "name": "vae",
          "type": "VAE",
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        },
        {
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          "name": "bypass",
          "type": "BOOLEAN",
          "widget": {
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        {
          "label": "video width",
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          "label": "video height",
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        {
          "label": "img_strength",
          "name": "strength",
          "type": "FLOAT",
          "widget": {
            "name": "strength"
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      "outputs": [
        {
          "name": "latent",
          "type": "LATENT",
          "links": [
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          ]
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      "title": "Save video",
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      "widgets_values": [
        "## Save video\n\nGenerated video preview. Review the opening, separation transition and final arrangement."
      ],
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      "title": "XPLDV - Settings",
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      "widgets_values": [
        "## Start with the included PC example\n\n1. Select your installed model files and XPLDV weights.\n2. Download `workflows/xpldv_computer.png` from the release and upload it in **Starting image**. You can also copy it into `ComfyUI/input/` with that filename. A workflow JSON does not contain the image pixels.\n3. The positive prompt already contains the exact tested PC prompt. Keep **use image input** enabled, **enhance positive prompt** off, and XPLDV strength at **0.5**.\n4. Generate the 10-second example. For another subject, replace the image and use the template note directly above the prompt.\n\nThe workflow computes 241 frames at 24 FPS. Leave the API key empty for local encoding. Keep the audio VAE connected; audio direction can be added at the end of the prompt.\n\n[Download sample image](https://huggingface.co/DigitalByte/LTX-2.5-Exploded-View-XPLDV/resolve/main/workflows/xpldv_computer.png)"
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      "order": 2,
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      "outputs": [],
      "title": "Preprocess",
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      "widgets_values": [
        "## Preprocess\n\n**Video dimensions**\n\nadjust video width and video height to determine the output dimensions.\n\n\n**Image conditioning**\n\nAdjust img_strength and img_compression to change the strength of the input image in case you provided one. "
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      "outputs": [],
      "title": "Generate - stage 1",
      "properties": {},
      "widgets_values": [
        "## Generate - stage 1\n\n**Sampler - Distilled (8 steps)**\n\nThis takes the distilled ltx-2.5 model and runs the diffusion in 8 steps. You can change the noise seed, the guider cfg (used for both video and audio) and select the sampler. "
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          "link": 13828
        },
        {
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          "type": "CONDITIONING",
          "link": 13654
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 13655
        },
        {
          "name": "latent_image",
          "type": "LATENT",
          "link": 13656
        },
        {
          "label": "noise seed",
          "name": "noise_seed",
          "type": "INT",
          "widget": {
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          },
          "link": null
        },
        {
          "label": "guider cfg",
          "name": "cfg",
          "type": "FLOAT",
          "widget": {
            "name": "cfg"
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      "outputs": [
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          "type": "LATENT",
          "links": [
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        {
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          "type": "LATENT",
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      "title": "Decode",
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      "widgets_values": [
        "## Decode\n\nMake sure to adjust the number of tiles and overlap to fit your hardware.\n(fewer tiles will result in faster execution, but will require more memory).\n\n### Tiling options from the official workflow\n\nValues are spatial tile size / spatial overlap / temporal tile size / temporal overlap. The current workflow uses `512 / 64 / 128 / 32`. These control decoding memory use, not LoRA strength.\n\n| node settings (pixels)                     | resolved latent geometry        |\n| ------------------------------------------ | ------------------------------- |\n| `512 / 64 / 128 / 32`                      | 16×16, ov 2 / 16f, ov 4         |\n| `768 / 192 / 128 / 32`                     | 24×24, ov 6 / 16f, ov 4         |\n| `1024 / 256 / 128 / 48`                    | 32×32, ov 8 / 16f, ov 6         |\n| `1536 / 384 / 192 / 48`                    | 48×48, ov 12 / 24f, ov 6        |\n| `768 / 192 / spatial-only`                 | 24×24, ov 6 / no temporal split |"
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          "type": "VAE",
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        },
        {
          "label": "video_latent",
          "name": "latents",
          "type": "LATENT",
          "link": 13734
        },
        {
          "label": "audio_latent",
          "name": "samples",
          "type": "LATENT",
          "link": 13735
        },
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          "type": "VAE",
          "link": 13824
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          "type": "FLOAT",
          "widget": {
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          "name": "VIDEO",
          "type": "VIDEO",
          "links": [
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      "title": "Prompt (negative)",
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      "title": "fps (frames per second)",
      "properties": {
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      "flags": {},
      "order": 16,
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      "inputs": [
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          "name": "source",
          "type": "*",
          "link": 13793
        }
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      "outputs": [
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          "name": "STRING",
          "type": "STRING",
          "links": []
        }
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      "title": "Effective positive prompt (enhanced if enabled)",
      "properties": {
        "cnr_id": "comfy-core",
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      "order": 7,
      "mode": 0,
      "inputs": [],
      "outputs": [
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          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
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          ]
        },
        {
          "name": "MASK",
          "type": "MASK",
          "links": []
        }
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      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.56",
        "Node name for S&R": "LoadImage"
      },
      "widgets_values": [
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        "image"
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      "bgcolor": "#353",
      "title": "Starting image - xpldv_computer.png",
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        "image": "xpldv_computer.png",
        "upload": "image"
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      "size": [
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      "flags": {},
      "order": 15,
      "mode": 0,
      "inputs": [
        {
          "label": "text encoder clip",
          "name": "clip",
          "type": "CLIP",
          "link": 13837
        },
        {
          "label": "text enhancer clip",
          "name": "clip_1",
          "type": "CLIP",
          "link": 13838
        },
        {
          "label": "image",
          "name": "input",
          "type": "IMAGE,MASK",
          "link": 13740
        },
        {
          "label": "use image input",
          "name": "value_3",
          "type": "BOOLEAN",
          "widget": {
            "name": "value_3"
          },
          "link": null
        },
        {
          "label": "Positive prompt",
          "name": "value_2",
          "type": "STRING",
          "widget": {
            "name": "value_2"
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        },
        {
          "label": "Enhance positive prompt",
          "name": "cond",
          "type": "BOOLEAN",
          "widget": {
            "name": "cond"
          },
          "link": null
        },
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          "label": "Negative prompt",
          "name": "text",
          "type": "STRING",
          "widget": {
            "name": "text"
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        },
        {
          "label": "fps",
          "name": "value",
          "type": "FLOAT",
          "widget": {
            "name": "value"
          },
          "link": 13633
        },
        {
          "label": "duration in seconds",
          "name": "value_5",
          "type": "FLOAT",
          "widget": {
            "name": "value_5"
          },
          "link": 13634
        },
        {
          "label": "enhancer_seed",
          "name": "seed",
          "type": "INT",
          "widget": {
            "name": "seed"
          },
          "link": null
        },
        {
          "label": "LTX API key (use api for text encoding to save memory)",
          "name": "value_4",
          "type": "STRING",
          "widget": {
            "name": "value_4"
          },
          "link": null
        },
        {
          "label": "ltx model ckpt path",
          "name": "ckpt_name",
          "type": "COMBO",
          "widget": {
            "name": "ckpt_name"
          },
          "link": 13839
        }
      ],
      "outputs": [
        {
          "label": "bypass_i2v",
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "links": [
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          ]
        },
        {
          "label": "resized image",
          "name": "resized",
          "type": "IMAGE",
          "links": [
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        {
          "label": "effective_positive_prompt",
          "name": "enhanced_prompt",
          "type": "STRING",
          "links": [
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          ]
        },
        {
          "label": "positive_encoded",
          "name": "positive",
          "type": "CONDITIONING",
          "links": [
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            13801
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        {
          "label": "negative_encoded",
          "name": "negative",
          "type": "CONDITIONING",
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          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
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        },
        {
          "label": "number of frames",
          "name": "INT",
          "type": "INT",
          "links": [
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          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.25.0",
        "previewExposures": []
      },
      "widgets_values": [
        true,
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        false,
        "",
        24,
        10,
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        "ltx-2.5-22b-distilled-transformer-bf16.safetensors"
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      "widgets_values_named": {
        "value_3": true,
        "value_2": "",
        "cond": false,
        "text": "",
        "value": 24,
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        "seed": 457289196,
        "value_4": "",
        "ckpt_name": "ltx-2.5-22b-distilled-transformer-bf16.safetensors"
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      "flags": {
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      "order": 8,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Generate - stage 2",
      "properties": {},
      "widgets_values": [
        "## Generate - stage 2\n\n**Upscale and re-sampler (3 steps)**\n\nThis subgraph node upscales the result of the first stage by 2 (width & height) and runs another 3 steps of diffusion after adding noise on the input latent. You can adjust the noise seed and the sampler/guider used in this diffusion stage. The original image is used here again for conditioning, if you entered one."
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      "outputs": [
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          "name": "STRING",
          "type": "STRING",
          "links": [
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          ]
        }
      ],
      "title": "Positive prompt - Desktop PC example",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.25.0",
        "Node name for S&R": "PrimitiveStringMultiline"
      },
      "widgets_values": [
        "The desktop computer tower separates into an ordered exploded view. The glass side panel, front panel, top cover and lower power-supply cover move outward along controlled paths, revealing the motherboard, graphics card, liquid-cooling assembly and power supply. The components separate into an organized layered arrangement around the case while retaining their original shapes. The case base stays on the desk. The camera slowly orbits to the right around the computer from the starting three-quarter view. The blue-white computer lighting and surrounding room remain consistent throughout the continuous shot."
      ],
      "color": "#232",
      "bgcolor": "#353"
    },
    {
      "id": 4852,
      "type": "SaveVideo",
      "pos": [
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      ],
      "size": [
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      "flags": {},
      "order": 21,
      "mode": 0,
      "inputs": [
        {
          "name": "video",
          "type": "VIDEO",
          "link": 13675
        }
      ],
      "outputs": [
        {
          "name": "video",
          "type": "VIDEO",
          "links": []
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.14.1",
        "Node name for S&R": "SaveVideo"
      },
      "widgets_values": [
        "output",
        "auto",
        "auto"
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      "flags": {
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      "order": 10,
      "mode": 0,
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      "outputs": [],
      "title": "Model Links",
      "properties": {},
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        "## Model Links\n\n**LTX-2.5 Model Weights**\n\nMake sure to click the \"Agree and Access\" button the first time you download.\n\n- [ Distilled model - ltx-2.5-22b-distilled-transformer-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/diffusion_models/ltx-2.5-22b-distilled-transformer-bf16.safetensors)\n\n- [ Audio VAE - ltx-2.5-audio-vae-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-audio-vae-bf16.safetensors)\n\n- Video VAE - one of these:\n  - [ Diffusion decoder ltx-2.5-video-vae-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-video-vae-bf16.safetensors) - Best quality\n  - [ Convolutional decoder - ltx-2.5-video-vae-conv-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-video-vae-conv-bf16.safetensors) - Lower memory & faster\n\n- [ Selected upscaler - ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/latent_upscale_models/ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors)\n\n- [ LTX-2.3 upscaler - ltx-2.3-spatial-upscaler-x2-1.1.safetensors ](https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors)\n\n\n\n**Text Encoder - finetuned for LTX-2.5**\n- [gemma4-12b-with-proj-ltx-2.5-bf16.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/text_encoders/gemma4-12b-with-proj-ltx-2.5-bf16.safetensors)\n\n**Text Enhancer**\n- [Google Gemma 4 E2B IT](https://huggingface.co/Comfy-Org/gemma-4/blob/main/text_encoders/gemma4_e2b_it_bf16.safetensors)\n\n\n**Model Storage Location**\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │      ├── gemma4-12b-with-proj-ltx-2.5-bf16.safetensors\n│   │      └── gemma4_e2b_it_bf16.safetensors\n│   ├── 📂 diffusion_models/\n│   │      └── ltx-2.5-22b-distilled-transformer-bf16.safetensors\n│   ├── 📂 vae/\n│   │      └── ltx-2.5-audio-vae-bf16.safetensors\n│   │      └── ltx-2.5-video-vae-conv-bf16.safetensors / ltx-2.5-video-vae-bf16.safetensors\n│   ├── 📂 latent_upscale_models/\n│          └── ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors\n```\n\n## Report Issues\nTo report any issues when running this workflow, [go to GitHub](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n"
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        "# XPLDV — prompts and settings\n\nStart with LoRA strength **0.5**. The connected LoRA feeds both sampling stages.\n\n| Setting | Value |\n| --- | --- |\n| Duration | 10 seconds; 241 frames at 24 FPS |\n| First stage | 960 × 544; Euler ancestral; 8 steps |\n| Second stage | 1920 × 1088; Euler; 3 steps |\n| Image conditioning | 0.7 in stage 1; 1.0 in stage 2 |\n| CFG | 1 in both stages |\n| Seed for comparisons | 42 in both stages |\n| Second-stage manual sigmas | `0.85, 0.7250, 0.4219, 0.0` |\n| Prompt enhancement | Can be enabled; off in the recorded example |\n\nEnabling **Enhance positive prompt** works with XPLDV, but results may vary. It has not been extensively tested. The recorded example uses enhancement off to preserve its supplied prompt.\n\nKeep the first-stage schedule unchanged. The second-stage sigmas belong in **Upscale and re-sampler (3 steps)**.\n\nThe reusable BASIC template is in the note directly above the positive prompt. The prompt is prefilled with the tested desktop-PC example.\n\n## COMPLEX — a detailed, cinematic reveal\n\nA COMPLEX prompt guides a more detailed, cinematic reveal through successive layers, describing deeper internal components, their appearance, and their positions, including details hidden or difficult to see in the starting image. These descriptions give LTX 2.5 the information needed to construct the intended reveal beyond what the image alone shows.\n\n```text\n[SUBJECT] separates into an ordered exploded view while [CONTINUING ACTION OR ANCHORED SUPPORT]. [OUTER PART A] detaches and translates [DIRECTION], keeping [ORIENTATION]. [OUTER PART B] moves [DISTINCT PATH], and [OTHER OUTER PARTS] move [PATHS]. These exterior parts move first and travel furthest, leaving clear gaps. They reveal [SPECIFIC COMPONENT AND RECOGNIZABLE FEATURES] at [POSITION RELATIVE TO THE OBJECT], with [OTHER COMPONENTS AND THEIR LOCATIONS]. [CORE COMPONENTS] remain mounted together. Each detached section retains its shape as the arrangement settles and holds steady. [CAMERA BEHAVIOR]. [CONSISTENT LIGHTING] continues through one continuous shot.\n```\n\nFor a COMPLEX prompt, privately plan five major assemblies or reveal stages from the outer parts toward the deeper structure. Follow the object’s construction; the plan does not require exactly five detached pieces.\n\nKeep related parts within a named internal mechanism intact when useful, such as the gears inside a watch movement. This does not keep the exterior attached. Describe which internal layers also move; omit the sentence about components remaining mounted together when it does not fit the reveal.\n\nReplace the brackets with the subject and its parts; omit clauses that do not apply to the intended shot. Describe the final arrangement as a vertical stack, horizontal row, or radial arrangement around the center. Use “layered” only for a stack. Describe simultaneous movement or a clear sequence without mixing the two. Keep a moving subject and its separated parts traveling together, and leave room in the frame for the reveal.\n\nRecommended prompt phrase: **\"separates into an ordered exploded view.\"** This wording appears in all 204 separation training captions. “Separates into individual components” is another phrasing we tested. With either opening, describe the movement and the final arrangement. Optional sound effects, ambience, music, or dialogue can go in a final sentence. Audio wording can influence the action; keep the audio pipeline connected.\n\n## LoRA strength\n\n| Strength | Use |\n| --- | --- |\n| 0.5 | Recommended starting point. |\n| 0.75 | Stronger influence; may improve separation but can simplify detail or repeat parts. |\n\nChange one setting at a time while keeping the image, prompt, and seed fixed.\n"
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