Update model card, prompt guide and ComfyUI workflow
Browse files- README.md +8 -2
- prompt_guide.md +89 -24
- training_config.yaml +1 -1
- workflows/ltx-2.5_distilled_xpldv_example_workflow.json +65 -608
README.md
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@@ -105,7 +105,9 @@ Change one setting at a time while keeping the image, prompt, and seed fixed.
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## Prompting
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-
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### BASIC template — a short, readable reveal
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[Watch the example](examples/xpldv_computer.mp4)
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### COMPLEX template —
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```text
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[SUBJECT] separates into an ordered exploded view while [CONTINUING ACTION
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[Watch the example](examples/xpldv_watch.mp4)
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Replace the brackets with your subject and its parts; omit clauses that do not apply to the intended shot. Name the final arrangement: a vertical stack, a horizontal row, or a radial arrangement around the center. Use “layered” for an actual stack. Describe timing consistently: parts move at the same time or in a clear sequence. For a moving subject, keep the detached parts traveling with it. Give the camera enough room for the expanded arrangement.
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Audio is optional. Add sound effects, ambience, music, or dialogue in a final sentence and keep the audio pipeline connected. Audio wording can influence the visual action.
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## Prompting
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Start with **"separates into an ordered exploded view."** This phrase appears in all 204 separation training captions. Name the parts that move, the components revealed underneath, and the final arrangement. Write one continuous paragraph.
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“Separates into individual components” is another phrasing we tested. With either opening, describe the movement and the final arrangement.
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### BASIC template — a short, readable reveal
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[Watch the example](examples/xpldv_computer.mp4)
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### COMPLEX template — a detailed, cinematic reveal
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A 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.
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```text
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[SUBJECT] separates into an ordered exploded view while [CONTINUING ACTION
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[Watch the example](examples/xpldv_watch.mp4)
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Keep 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.
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Replace the brackets with your subject and its parts; omit clauses that do not apply to the intended shot. Name the final arrangement: a vertical stack, a horizontal row, or a radial arrangement around the center. Use “layered” for an actual stack. Describe timing consistently: parts move at the same time or in a clear sequence. For a moving subject, keep the detached parts traveling with it. Give the camera enough room for the expanded arrangement.
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Audio is optional. Add sound effects, ambience, music, or dialogue in a final sentence and keep the audio pipeline connected. Audio wording can influence the visual action.
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prompt_guide.md
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Start with **“separates into an ordered exploded view.”** Name what moves, what becomes visible, and where the parts finish. Use direct words such as **moves up**, **moves outward**, and **remains suspended**.
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## Build the reveal
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1. **Choose the subject.** Describe the main object in the image. If several objects are visible, identify yours by its position or appearance.
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2. **Name what separates.** Each exterior part selected for separation must come completely free, move away, and remain suspended with a visible gap from the subject. Name parts individually when they should detach independently.
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3. **Name what becomes visible.** Be specific about the important interior parts and where they belong: “the V6 engine block ahead of the cabin” or “the battery beneath the palm rest.” Add recognizable features only when they help describe the reveal.
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4. **Describe the finish.** State that the detached parts remain suspended with visible gaps and keep their original shapes.
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Match the final arrangement to the movement:
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Describe one consistent timing pattern. If parts start together, say they move apart simultaneously. If they separate in stages, describe that order. Do not combine “first, then” with a requirement that every part start together.
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## Keep the shot consistent
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Example Guidance:
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LTX-2.5-Exploded-View-XPLDV
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> SUV speeding and in motion the whole clip, complex, vertical exploding view - hood, wheels, doors, roof, outer shell
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Review both motion and separation in the finished clip. If your assistant has no separate Guidance field, add the shot request after the builder.
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```text
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Write one LTX 2.5 image-to-video prompt for the XPLDV exploded-view LoRA.
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Inspect the supplied image. Identify the target subject, its current motion or
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BASIC TEMPLATE:
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[SUBJECT] separates into an ordered exploded view. [NAMED OUTER PARTS] move
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COMPLEX TEMPLATE:
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[SUBJECT] separates into an ordered exploded view while [CONTINUING ACTION OR
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```
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</details>
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Start with **“separates into an ordered exploded view.”** Name what moves, what becomes visible, and where the parts finish. Use direct words such as **moves up**, **moves outward**, and **remains suspended**.
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+
“Separates into individual components” is another phrasing we tested. With either opening, describe the movement and the final arrangement.
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+
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Use the [BASIC and COMPLEX templates](README.md#prompting) to start. A BASIC prompt names the main parts and the intended reveal.
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A 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.
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The [featured videos](README.md#featured-videos) contain complete prompts, and the [recommended settings](README.md#recommended-settings) are in the README.
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## Build the reveal
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1. **Choose the subject.** Describe the main object in the image. If several objects are visible, identify yours by its position or appearance.
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2. **Name what separates.** Each exterior part selected for separation must come completely free, move away, and remain suspended with a visible gap from the subject. Name parts individually when they should detach independently.
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3. **Name what becomes visible.** Be specific about the important interior parts and where they belong: “the V6 engine block ahead of the cabin” or “the battery beneath the palm rest.” Add recognizable features only when they help describe the reveal.
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4. **Describe the finish.** State that the detached parts remain suspended with visible gaps and keep their original shapes. Describe which internal layers also move and which remain in place.
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Match the final arrangement to the movement:
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Describe one consistent timing pattern. If parts start together, say they move apart simultaneously. If they separate in stages, describe that order. Do not combine “first, then” with a requirement that every part start together.
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+
Keep 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.
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## Keep the shot consistent
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Example Guidance:
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> SUV speeding and in motion the whole clip, complex, vertical exploding view - hood, wheels, doors, roof, outer shell
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Review both motion and separation in the finished clip. If your assistant has no separate Guidance field, add the shot request after the builder.
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```text
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Write one LTX 2.5 image-to-video prompt for the XPLDV exploded-view LoRA.
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Inspect the supplied image. Identify the target subject, its current motion or
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support, the exterior components that should detach, the desired internal
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reveal, the structure that stays assembled, appropriate movement paths, camera
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framing and lighting continuity. Follow the shot request supplied in Guidance,
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including its action, mode, and named parts.
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Before writing the final prompt, privately plan five major assemblies or
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reveal stages based on the subject's construction. Identify the outer parts
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that detach, the deeper components revealed beneath them, and which internal
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mechanisms remain intact. Plan how each layer moves or becomes exposed, using
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the natural exterior-to-interior, front-to-back, or top-to-bottom order of the
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subject. Focus on large, visually meaningful assemblies and group related
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internal components when they belong together. This hierarchy guides the
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reveal; it does not require five detached pieces or a fixed animation
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sequence. Do not output the plan.
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Use BASIC for quick readable separation with a short list of named internal
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components. A COMPLEX prompt guides a more detailed, cinematic reveal through
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successive layers, describing deeper internal components, their appearance,
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and their positions, including details hidden or difficult to see in the
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starting image. These descriptions give LTX 2.5 the information needed to
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construct the intended reveal beyond what the image alone shows. Honor the
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requested mode; if none is specified, start with BASIC.
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BASIC TEMPLATE:
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[SUBJECT] separates into an ordered exploded view. [NAMED OUTER PARTS] move
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outward along controlled paths, revealing [NAMED INTERNAL COMPONENTS]
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underneath. The parts settle into an organized [LAYERED / RADIAL] arrangement
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around [EXPOSED CORE] while retaining their original shapes. [CAMERA
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BEHAVIOR]. [LIGHTING CONSISTENT WITH THE IMAGE] remains consistent throughout
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the continuous shot.
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COMPLEX TEMPLATE:
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[SUBJECT] separates into an ordered exploded view while [CONTINUING ACTION OR
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ANCHORED SUPPORT]. [OUTER PART A] detaches and translates [DIRECTION], keeping
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[ORIENTATION]. [OUTER PART B] moves [DISTINCT PATH], and [OTHER OUTER PARTS]
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move [PATHS]. These exterior parts move first and travel furthest, leaving
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clear gaps. They reveal [SPECIFIC COMPONENT AND RECOGNIZABLE FEATURES] at
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[POSITION RELATIVE TO THE OBJECT], with [OTHER COMPONENTS AND THEIR
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LOCATIONS]. [CORE COMPONENTS] remain mounted together. Each detached section
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retains its shape as the arrangement settles and holds steady. [CAMERA
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BEHAVIOR]. [CONSISTENT LIGHTING] continues through one continuous shot.
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Adapt the chosen template to the actual image. Replace every placeholder with
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concrete wording. Keep BASIC concise. In COMPLEX, describe the successive
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layers, their appearance and positions, and the movement paths that expose
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them. Keep related parts within a named internal mechanism intact only when
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useful; this does not keep exterior panels attached. Describe which internal
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layers also move, and omit the sentence about components remaining mounted
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together when it does not fit the reveal. Add small parts only when they
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matter to the requested reveal. Do not require the same component to stay
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attached and detach independently. When full separation is requested, describe
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the part coming free of its attachments and remaining suspended with a visible
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gap; opening on a hinge is not full separation.
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Preserve continuing motion when requested or clearly part of the intended
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shot, with the separated components traveling with the subject. Keep that
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action throughout the shot, including the final arrangement. Holding the
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arrangement steady means keeping the gaps steady relative to the moving
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subject. Keep stationary subjects on their support. Choose one camera behavior
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with enough room for the expanded arrangement and retain the source lighting.
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Describe clear spatial and assembly relationships. Use the selected template
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to describe the final arrangement. Keep "separates into an ordered exploded
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view" as the default opening; use "separates into individual components" when
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requested or testing that alternative. Match the arrangement to the paths: a
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vertical stack, horizontal row, or radial arrangement around the core. Adapt
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the exterior-first timing when a different sequence is requested. Keep every
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major part requested in Guidance; do not substitute smaller decorative details
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for it.
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When audio is requested, append a concise final sentence describing the
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desired sound effects, ambience, music or dialogue. Quote spoken dialogue.
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Match the audio to the intended visual action, recognizing that audio wording
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may influence that action. When audio is not requested, omit this optional
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sentence.
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Do not add destruction, reassembly, an orbit, a negative-prompt list or
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unrequested scene changes by default. Do not invent a required trigger token.
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Do not promise perfect part counts, background isolation or accurate hidden
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construction.
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Return only the completed positive prompt as one continuous paragraph, without
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headings, alternatives, placeholders or explanations.
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```
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</details>
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training_config.yaml
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stg_blocks:
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- 28
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video_cfg_scale: 4.0
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video_dims:
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- 960
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- 544
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- 121
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stg_blocks:
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- 28
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video_cfg_scale: 4.0
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video_dims:
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- 960
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- 544
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- 121
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workflows/ltx-2.5_distilled_xpldv_example_workflow.json
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300
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],
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"flags": {},
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"order":
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"mode": 0,
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"inputs": [
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{
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"localized_name": "image",
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"name": "image",
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"type": "IMAGE",
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"link": 13638
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},
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{
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"label": "number of frames",
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"localized_name": "length",
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"name": "length",
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"type": "INT",
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"widget": {
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},
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{
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"label": "fps",
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"localized_name": "a",
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"name": "a",
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"type": "FLOAT",
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"widget": {
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"link": 13640
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},
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{
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"localized_name": "audio_vae",
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"name": "audio_vae",
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"type": "VAE",
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"link": 13823
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},
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{
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"localized_name": "vae",
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"name": "vae",
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"type": "VAE",
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"link": 13825
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},
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{
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"label": "bypass_i2v",
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"localized_name": "bypass",
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"name": "bypass",
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"type": "BOOLEAN",
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"widget": {
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},
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"link": null
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},
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{
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"name": "img_compression",
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"type": "INT",
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"widget": {
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"name": "img_compression"
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},
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"link": null
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},
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{
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"label": "img_strength",
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"name": "strength",
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],
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"outputs": [
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{
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"localized_name": "latent",
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"name": "latent",
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"type": "LATENT",
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"links": [
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"id": 5527,
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"type": "MarkdownNote",
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"pos": [
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],
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"size": [
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],
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"flags": {
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"collapsed": false
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"mode": 0,
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"inputs": [],
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"outputs": [],
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"title": "
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"properties": {},
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"widgets_values": [
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-
"## Inputs\n\nChoose a source image and keep **use image input** enabled for the tested recipe. Replace the bracketed fields in the positive prompt, or use the complete COMPLEX template in the XPLDV note.\n\nKeep **enhance positive prompt OFF** to use your exact wording. Leave the API key empty for local encoding.\n\nThe duration is 10 seconds at 24 FPS; the workflow computes 241 frames. Optional audio direction can be appended at the end of either prompt. Keep the audio VAE connected."
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],
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"color": "#
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"bgcolor": "#
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},
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{
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"id": 5528,
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270
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],
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"flags": {},
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"order":
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"mode": 0,
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"inputs": [
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{
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-
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{
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"## 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###
|
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"color": "#432",
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@@ -528,20 +443,9 @@
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@@ -615,29 +517,9 @@
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125.890625
|
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|
| 1028 |
"title": "Model Links",
|
| 1029 |
"properties": {},
|
| 1030 |
"widgets_values": [
|
| 1031 |
-
"## 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- [
|
| 1032 |
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|
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|
|
@@ -1037,8 +870,8 @@
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"id": 5575,
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"type": "f007aab9-e7ad-4b10-974c-4d7cc55001a9",
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|
@@ -1117,7 +949,6 @@
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|
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|
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|
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|
@@ -1128,7 +959,6 @@
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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@@ -1233,25 +1058,21 @@
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{
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"localized_name": "audio_latent",
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{
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{
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{
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"localized_name": "negative",
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@@ -1265,14 +1086,6 @@
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"link": null
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{
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{
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@@ -1281,19 +1094,10 @@
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"name": "cfg"
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{
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"localized_name": "video_latent",
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"links": [
|
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@@ -1301,7 +1105,6 @@
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{
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"localized_name": "audio_latent",
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"type": "LATENT",
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"links": [
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@@ -1336,20 +1139,9 @@
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"flags": {},
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"order": 12,
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"mode": 0,
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"inputs": [
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{
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"links": [
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|
@@ -1373,19 +1165,18 @@
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"id": 5578,
|
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"type": "LoraLoaderModelOnly",
|
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"pos": [
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580,
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"flags": {},
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{
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"name": "model",
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"link": 13841
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@@ -1393,7 +1184,6 @@
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"outputs": [
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{
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"localized_name": "MODEL",
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"links": [
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@@ -1403,6 +1193,8 @@
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}
|
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],
|
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"properties": {
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"Node name for S&R": "LoraLoaderModelOnly"
|
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@@ -1414,23 +1206,25 @@
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| 1414 |
"id": 5579,
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"type": "MarkdownNote",
|
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"pos": [
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-
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"flags": {},
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"order":
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"mode": 0,
|
| 1427 |
"inputs": [],
|
| 1428 |
"outputs": [],
|
| 1429 |
"title": "XPLDV — BASIC, COMPLEX and settings",
|
| 1430 |
"properties": {},
|
| 1431 |
"widgets_values": [
|
| 1432 |
-
"# 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| 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 | Off |\n\nKeep the first-stage schedule unchanged. The second-stage sigmas belong in **Upscale and re-sampler (3 steps)**.\n\n## BASIC — a short reveal\n\n```text\n[SUBJECT] separates into an ordered exploded view. [NAMED OUTER PARTS] move
|
| 1433 |
-
]
|
|
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}
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],
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"links": [
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@@ -1748,8 +1542,8 @@
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"version": 1,
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"type": "IMAGE,MASK",
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{
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{
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{
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"localized_name": "repetition_penalty",
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"name": "sampling_mode.repetition_penalty",
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},
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{
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@@ -2383,36 +2087,6 @@
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| 2383 |
"name": "sampling_mode.seed"
|
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{
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{
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@@ -2499,69 +2173,6 @@
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{
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|
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{
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|
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"name": "sampling_mode.seed",
|
|
@@ -2570,36 +2181,6 @@
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| 2570 |
"name": "sampling_mode.seed"
|
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"link": 13730
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{
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{
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{
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|
@@ -2768,24 +2349,6 @@
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{
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@@ -3181,15 +2744,6 @@
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{
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@@ -7532,15 +7039,6 @@
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|
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|
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@@ -7914,8 +7374,8 @@
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"config": {},
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"extra": {
|
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"frontendVersion": "1.48.7",
|
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"VHS_latentpreview":
|
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"VHS_latentpreviewrate":
|
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"VHS_MetadataImage": true,
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"workspace_info": {
|
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}
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300
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"flags": {},
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"inputs": [
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{
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"name": "image",
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"type": "IMAGE",
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"link": 13638
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{
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"label": "number of frames",
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"name": "length",
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"type": "INT",
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{
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"label": "fps",
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"type": "FLOAT",
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"widget": {
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"link": 13640
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{
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"name": "audio_vae",
|
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"link": 13823
|
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},
|
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{
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"type": "VAE",
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"link": 13825
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{
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"label": "bypass_i2v",
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"name": "bypass",
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"type": "BOOLEAN",
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"outputs": [
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{
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|
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"type": "LATENT",
|
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"links": [
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"id": 5527,
|
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"type": "MarkdownNote",
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"pos": [
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-4280,
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4000
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],
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"size": [
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570,
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190
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"flags": {
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"mode": 0,
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"inputs": [],
|
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"outputs": [],
|
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+
"title": "XPLDV - Settings",
|
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"properties": {},
|
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"widgets_values": [
|
| 163 |
+
"## Inputs\n\nChoose a source image and keep **use image input** enabled for the tested recipe. Replace the bracketed fields in the positive prompt, or use the complete COMPLEX template in the XPLDV note.\n\nKeep **enhance positive prompt OFF** to use your exact wording. Leave the API key empty for local encoding.\n\nThe duration is 10 seconds at 24 FPS; the workflow computes 241 frames. Optional audio direction can be appended at the end of either prompt. Keep the audio VAE connected.\n\n\nModel URL: https://huggingface.co/DigitalByte/LTX-2.5-Exploded-View-XPLDV/blob/main/ltx-2.5-xpldv_v5-lora.safetensors\n"
|
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],
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"color": "#322",
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"bgcolor": "#533"
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{
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"id": 5528,
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{
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"name": "model",
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"type": "MODEL",
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"link": 13828
|
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},
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{
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"name": "positive",
|
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"type": "CONDITIONING",
|
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"link": 13654
|
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},
|
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{
|
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"name": "negative",
|
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"type": "CONDITIONING",
|
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"link": 13655
|
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},
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{
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"name": "latent_image",
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"type": "LATENT",
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"link": 13656
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"name": "cfg"
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"outputs": [
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"size": [
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410,
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+
403.046875
|
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],
|
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"flags": {
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"collapsed": false
|
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| 319 |
"title": "Decode",
|
| 320 |
"properties": {},
|
| 321 |
"widgets_values": [
|
| 322 |
+
"## 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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],
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"color": "#432",
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"bgcolor": "#653"
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],
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"size": [
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320,
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+
285.875
|
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],
|
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"flags": {},
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"order": 20,
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"mode": 0,
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"inputs": [
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{
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"name": "vae",
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"type": "VAE",
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"link": 13827
|
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},
|
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{
|
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"label": "video_latent",
|
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"name": "latents",
|
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"type": "LATENT",
|
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"link": 13734
|
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},
|
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{
|
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"label": "audio_latent",
|
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"name": "samples",
|
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"link": 13735
|
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{
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"name": "audio_vae",
|
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"type": "VAE",
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"link": 13824
|
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{
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"name": "fps",
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"type": "FLOAT",
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"outputs": [
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{
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"name": "VIDEO",
|
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"type": "VIDEO",
|
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"links": [
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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 | Off |\n\nKeep the first-stage schedule unchanged. The second-stage sigmas belong in **Upscale and re-sampler (3 steps)**.\n\n## BASIC — a short reveal\n\n```text\n[SUBJECT] separates into an ordered exploded view. [NAMED OUTER PARTS] move\noutward along controlled paths, revealing [NAMED INTERNAL COMPONENTS]\nunderneath. The parts settle into an organized [LAYERED / RADIAL] arrangement\naround [EXPOSED CORE] while retaining their original shapes. [CAMERA\nBEHAVIOR]. [LIGHTING CONSISTENT WITH THE IMAGE] remains consistent throughout\nthe continuous shot.\n```\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\nANCHORED SUPPORT]. [OUTER PART A] detaches and translates [DIRECTION], keeping\n[ORIENTATION]. [OUTER PART B] moves [DISTINCT PATH], and [OTHER OUTER PARTS]\nmove [PATHS]. These exterior parts move first and travel furthest, leaving\nclear gaps. They reveal [SPECIFIC COMPONENT AND RECOGNIZABLE FEATURES] at\n[POSITION RELATIVE TO THE OBJECT], with [OTHER COMPONENTS AND THEIR\nLOCATIONS]. [CORE COMPONENTS] remain mounted together. Each detached section\nretains its shape as the arrangement settles and holds steady. [CAMERA\nBEHAVIOR]. [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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|
| 1226 |
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|
| 1227 |
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|
| 1228 |
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|
| 1229 |
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|
| 1230 |
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| 1542 |
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| 1543 |
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| 1544 |
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| 1545 |
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| 1546 |
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| 1547 |
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| 1548 |
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| 1549 |
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|
| 1859 |
"name": "input",
|
| 1860 |
"type": "IMAGE,MASK",
|
| 1861 |
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| 1862 |
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|
| 1863 |
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|
| 1864 |
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| 2079 |
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|
| 2080 |
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|
| 2081 |
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| 2082 |
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|
| 2083 |
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|
| 2084 |
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| 2087 |
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|
| 2088 |
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|
| 2089 |
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| 2090 |
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|
| 2091 |
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|
| 2092 |
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| 2173 |
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|
| 2174 |
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| 2175 |
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| 2176 |
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| 2177 |
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| 2178 |
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| 2181 |
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| 2182 |
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| 2183 |
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| 2184 |
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| 2185 |
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| 2186 |
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| 2349 |
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| 2350 |
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| 2351 |
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| 2352 |
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| 2353 |
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| 2354 |
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| 2744 |
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| 2745 |
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| 2746 |
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| 2747 |
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| 2748 |
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| 2749 |
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| 2934 |
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| 2935 |
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| 2936 |
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| 2937 |
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| 2938 |
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| 2939 |
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| 3144 |
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| 3239 |
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| 3240 |
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| 3251 |
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| 3254 |
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| 3255 |
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| 3256 |
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| 3257 |
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| 3691 |
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| 3692 |
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| 3693 |
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| 3963 |
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| 3964 |
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| 3965 |
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| 3966 |
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| 3968 |
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| 4074 |
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| 4075 |
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| 4802 |
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| 4806 |
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| 6085 |
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