Categories: Image

LTX-2 Image-to-Video Adapter LoRA

https://huggingface.co/MachineDelusions/LTX-2_Image2Video_Adapter_LoRa
A high-rank LoRA adapter for LTX-Video 2 that substantially improves image-to-video generation quality. No complex workflows, no image preprocessing, no compression tricks — just a direct image embedding pipeline that works.

What This Is

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.

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.

submitted by /u/Lividmusic1
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End-of-January LTX-2 Drop: More Control, Faster Iteration

We just shipped a new LTX-2 drop focused on one thing: making video generation easier to iterate on without killing VRAM, consistency, or sync. If you’ve been frustrated by LTX because prompt iteration was slow or outputs felt brittle, this update is aimed directly at that. Here’s the highlights, the…

January 30, 2026

In "Image"

Deni Avdija in Space Jam with LTX-2 I2V + iCloRA. Flow included

made a short video with LTX-2 using an iCloRA Flow to recreate a Space Jam scene, but swap Michael Jordan with Deni Avdija. Flow (GitHub): https://github.com/Lightricks/ComfyUI-LTXVideo/blob/master/example_workflows/LTX-2_ICLoRA_All_Distilled.json My process: I generated an image of each shot that matches the original as closely as possible just replacing MJ with Deni. I loaded…

February 7, 2026

In "Image"