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Hu Yaoqi 98479a94c2 LTX Video 0.9.8 long multi prompt (#12614)
* LTX Video 0.9.8  long multi prompt

* Further align comfyui

- Added the “LTXEulerAncestralRFScheduler” scheduler, aligned with [sample_euler_ancestral_RF](7d6103325e/comfy/k_diffusion/sampling.py (L234))

- Updated the LTXI2VLongMultiPromptPipeline.from_pretrained() method:
  - Now uses LTXEulerAncestralRFScheduler by default, for better compatibility with the ComfyUI LTXV workflow.

- Changed the default value of cond_strength from 1.0 to 0.5, aligning with ComfyUI’s default.

- Optimized cross-window overlap blending: moved the latent-space guidance injection to before the UNet and after each step, aligned with[KSamplerX0Inpaint]([ComfyUI/comfy/samplers.py at master · comfyanonymous/ComfyUI](https://github.com/comfyanonymous/ComfyUI/blob/master/comfy/samplers.py#L391))

- Adjusted the default value of skip_steps_sigma_threshold to 1.

* align with diffusers contribute rule

* Add new pipelines and update imports

* Enhance LTXI2VLongMultiPromptPipeline with noise rescaling

Refactor LTXI2VLongMultiPromptPipeline to improve documentation and add noise rescaling functionality.

* Clean up comments in scheduling_ltx_euler_ancestral_rf.py

Removed design notes and limitations from the implementation.

* Enhance video generation example with scheduler

Updated LTXI2VLongMultiPromptPipeline example to include LTXEulerAncestralRFScheduler for ComfyUI parity.

* clean up

* style

* copies

* import ltx scheduler

* copies

* fix

* fix more

* up up

* up up up

* up upup

* Apply suggestions from code review

* Update docs/source/en/api/pipelines/ltx_video.md

* Update docs/source/en/api/pipelines/ltx_video.md

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Co-authored-by: yiyixuxu <yixu310@gmail.com>
2026-01-06 18:18:04 -10:00
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