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Optical Illusion Generator (QR Code Monster) LoRa for H3 MiniMax Ref2V and Flux Klein 9B Edit

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SafeTensor

158.03 MB

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Type
LoRA
Stats

1,350

47

276

Reviews
Published

Mar 1, 2026

Base Model

Flux.2 Klein 9B

Training
Steps: 2,750
Usage Tips
Strength: 1
Hash
AutoV2
F3B6A84AC3
Trigger Words
turn the image into
while preserving the outlines and shapes of the original image
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The FLUX.1 [dev] Model is licensed by Black Forest Labs. Inc. under the FLUX.1 [dev] Non-Commercial License. Copyright Black Forest Labs. Inc.

IN NO EVENT SHALL BLACK FOREST LABS, INC. BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

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MiniMax H3 Ref2V Version:

Suggested strength: 0.8-1.2

Example prompt:

<Video 1> is the source video for the target video edit.
0-4s: <Subject 1> is an Optical Illusion video of a bustling forest with sunlight peeking through, attribute_transfer
Audio: calming ambient bird chirping outdoor forest

Shoutouts to Ostris tutorial. I might be the worst MiniMax H3 Prompter with 8GB VRAM so I would love to see what you all are capable of with decent hardware.

This LoRa works but can be finicky and require prompting that points the direction in a specific way, like prompting for fisheye video for the spiral video, or prompting for two lettuce heads for the lettuce bra video.

It is trained on tags like turn <Video 1> into a visually striking, high-contrast video of an ocean sunset or sunrise, capturing a dramatic, moody atmosphere while preserving the outlines and shapes of the original video

Most of the videos should have their workflow. Tried many things including providing a <Picture> for the <Video> to be based off of but it did not go too well, had better luck describing environments in prompt form.

Klein 9B Version:

*UPDATE: You can now use this on-site generator - still recommend doing a first pass-through of your image with the turn the image into a black and white stencil against a white background then run that image through this model

Suggested strength: 1.0-1.5

Suggested prompt: turn the image into <your prompt> while preserving the outlines and shapes of the original image

Basically an Optical Illusion generator using your provided image.

You can try it out online here.

Usage: I highly suggest editing your input image with the prompt turn the image into a black and white stencil against a white background then run that image through this model. If your image is too human like it will likely just try to generate a human, even if you stencil it. It is very picky about prompt and picture choice as this is not a controlnet but a LoRa. I just checked and my dataset actually contains zero QR codes, so that will be a priority for V2. For tricker images/prompts I suggest fewer steps, higher CFG, higher strength.