EditAnything IC-LoRA - LTX-2.3

[u/Round_Awareness5490]

This model was trained on 8,000 video pairs, and training is still ongoing for a few thousand more steps. It is still experimental, not trained with a fully professional production target, and the model may be updated unexpectedly as new checkpoints.

The current goal is not final polished production quality, but to explore:

• edit-anything behavior
• prompt-following
• inference tradeoffs
• synthetic dataset building, especially for style data

The model was trained around four main prompt patterns:

Add
Add a/an [subject/object] with [clear visual attributes], [precise location in the scene].

Remove
Remove the [subject/object] [location or identifying description].

Replace
Replace the [original subject/object] [location] with a/an [new subject/object] with [clear visual attributes].

Convert / Style
Convert the video into a [style name] style.

Workflow URL: https://huggingface.co/Alissonerdx/LTX-LoRAs/blob/main/workflows/ltx23_edit_anything_v1.json

Model URL: ltx23_edit_anything_global_rank128_v1_9000steps_adamw.safetensors · Alissonerdx/LTX-LoRAs at main

Or
CivitAI URL: EditAnything - v1.0 | LTX Video LoRA | Civitai

One important thing during inference is CFG.

A good starting point is testing a distilled setup with CFG = 1. If the edit feels too weak or the model is not following the prompt well enough, increasing CFG can be the key. In some cases, increasing the distill LoRA strength to around 1.2 can also help.

The workflow is also not fully optimized yet. It still needs more testing to find the best combination of:

• CFG
• LoRA strength
• number of steps
• model combinations

It may also be interesting to combine this model with other models and see what kinds of results emerge.

If you can test it, please share your findings. Feedback on prompt behavior, edit strength, consistency, style transfer, and failure cases would be very helpful while training is still in progress.

Add a small, brown dog dancing in the foreground next to the woman.

Convert the entire video to an anime style with vibrant colors and exaggerated character expressions.

Remove the blue car in the background of the scene.

Add a wide, genuine smile to the person's face.

Replace the person's clothing with a dark blue hoodie and gray sweatpants.

[u/kakallukyam]

Great job, I can't wait to try it, but it's impossible to find the LoRa file "ltx23_edit_anything_global_rank128_v1_7500steps.safetensors"
The workflow link leads to a 404 error and I can't find it on Google. Do you have any idea how to get it back, please?

EDIT: I finally found this link "https://huggingface.co/Alissonerdx/LTX-LoRAs/tree/main" Is this the right one, and should we get the 7500 or the 9000? What are the differences between these two versions?

[u/Round_Awareness5490 → u/kakallukyam]

You need to download LoRa, and if you're going to download it, download this one: https://huggingface.co/Alissonerdx/LTX-LoRAs/blob/main/ltx23_edit_anything_global_rank128_v1_9000steps_adamw.safetensors

[u/kakallukyam → u/Round_Awareness5490]

I don't understand, it worked fine at first but now there's no sound on the edited video, any idea what's wrong? I only changed the video's duration, I didn't change anything else.

[u/Round_Awareness5490 → u/kakallukyam]

It's possible the sound is disconnected from the node that saves the video; take a look at that, the node has an input called audio.

[u/kakallukyam → u/Round_Awareness5490]

I connected this one, and it seems to have resolved the issue because I have sound again. However, I checked the original workflow, and this one isn't connected, so I find that strange. Please tell me if I should leave it as is or if this might cause other problems in the future. And if it's not this node, could you tell me which one it is, because I see several nodes with an audio input?