(LTX-2.3 Lora) - Pose Helper (I2V)

A lora to help with animating subjects, especially in I2V.

Should improve I2V generations for letting (clothed) subjects pose and turn around.

Use "d3m0p0s3" as a prompt word
Use Lora Strength around 0.7-0.9
Preferably use with I2V on LTX-2 DEV (FP8).

Seems to work best for clips up to 10 seconds (see preview videos)
Trained on 1280x704, 960x960 and 704x1280 videos. (LTX 2.3 also trained with 48fps)
Feel free to post your results, though keep it decent.
Read more below for prompt examples

Known issues: Objects being held in hands may disappear when turning around. It also may not be perfect but should compensate a lot for the base I2V lack of motion and lessen glitching with subjects turning around. NSFW may not fully work properly (i.e. clothes may suddenly be added) as dataset contained clothed subjects.

For prompting, use keyword "d3m0p0se", followed by a sentence describing what the subject is wearing, and whether the subject is posing or turning around.

I2V Prompt example:

d3m0p0se.
A brunette woman wearing sunglasses mini jeans and a white top is saying (not singing) seductively to the viewer "Don't you like my outfit".
She then is happily posing  on the street,  touching her clothes and hair.
Pop music plays in the background

Was trained on captions like:

d3m0p0s3, black borders, A barefoot black haired woman posing and turning around in her white flowery bikini. Details: grey floor, white wall, mirror on the right

d3m0p0s3, black borders, A white sneakers wearing brunette woman posing and turning around in her blue denim jean and top outfit with a white shirt underneath. Details: gray floor, white wall

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