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@@ -136,7 +136,7 @@ export_to_video(video, "output.mp4", fps=24)
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- The recommended dtype for the transformer, VAE, and text encoder is `torch.bfloat16`. The VAE and text encoder can also be `torch.float32` or `torch.float16`.
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- For guidance-distilled variants of LTX-Video, set `guidance_scale` to `1.0`. The `guidance_scale` for any other model should be set higher, like `5.0`, for good generation quality.
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- For timestep-aware VAE variants (LTX-Video 0.9.1 and above), set `decode_timestep` to `0.05` and `image_cond_noise_scale` to `0.025`.
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- For variants that support interpolation between multiple conditioning images and videos (LTX-Video 0.9.5 and above), use similar images and videos for the best results. Divergence from the conditioning inputs may lead to abrupt transitionts in the generated video.
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- For variants that support interpolation between multiple conditioning images and videos (LTX-Video 0.9.5 and above), use similar images and videos for the best results. Divergence from the conditioning inputs may lead to abrupt transitions in the generated video.
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- LTX-Video 0.9.7 includes a spatial latent upscaler and a 13B parameter transformer. During inference, a low resolution video is quickly generated first and then upscaled and refined.
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@@ -329,7 +329,7 @@ export_to_video(video, "output.mp4", fps=24)
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<details>
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<summary>Show example code</summary>
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```python
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import torch
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from diffusers import LTXConditionPipeline, LTXLatentUpsamplePipeline
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@@ -474,6 +474,12 @@ export_to_video(video, "output.mp4", fps=24)
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</details>
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## LTXI2VLongMultiPromptPipeline
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[[autodoc]] LTXI2VLongMultiPromptPipeline
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- all
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- __call__
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## LTXPipeline
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[[autodoc]] LTXPipeline
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