MachineDelusions Claude Opus 4.5 commited on
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Add context on LoRA purpose: simplifying image-to-video workflows

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@@ -4,7 +4,9 @@ A high-rank LoRA adapter for [LTX-Video 2](https://github.com/Lightricks/LTX-Vid
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  ## What This Is
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- This LoRA was trained on **30,000 generated videos** spanning a wide range of subjects, styles, and motion types. The result is a highly generalized adapter that strengthens LTX-2's ability to take a single image and produce coherent, high-fidelity video from it.
 
 
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  ### Key Specs
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  ## What This Is
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+ Out of the box, getting LTX-2 to reliably infer motion from a single image requires heavy workflow engineering -- ControlNet stacking, image preprocessing, latent manipulation, and careful node routing. The purpose of this LoRA is to eliminate that complexity entirely. It teaches the model to produce solid image-to-video results from a straightforward image embedding, no elaborate pipelines needed.
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+ Trained on **30,000 generated videos** spanning a wide range of subjects, styles, and motion types, the result is a highly generalized adapter that strengthens LTX-2's image-to-video capabilities without any of the typical workflow overhead.
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  ### Key Specs
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