This lora is meant to be used as a helper for Wan's under-trained genitals. It was trained with the T2V model and diffusion-pipe on a dataset of 50 images and 30 videos with the faces cropped out for 20k steps, it's quite over trained but works well with I2V. You may need to reduce strength to 0.6-0.8 for best results.
The dataset uses 2 models, one with an innie pussy (small labia) and one with an outie (large labia), for both consistency and variety.
The Lora was trained on nude poses in the following positions:
Standing front and rear.
Sitting/Lying with legs spread open.
Bending over or on all fours from behind.
So it should help with genitals in any of those positions. The trigger words are Innie vagina or Outie vagina, depending on your preference.
I've planned this lora for quite a while with a very carefully selected dataset, and I'm excited to release it here to the community. Please upload your creations and tag this model so they are featured in the gallery! I'll buzz and feature the best gens.
For other trainers interested in the details, I set up this lora so that it would train on high res images and low res videos at the same time, the images for the detail and the videos for the movement. This seems like an effective technique for Wan as it's good with motion so the images don't degrade the lora much and provide great detail where needed. Using low res videos also greatly speeds up the training. Learning rate was 2e-5.
Description
Same as t2v so you can use it with the online i2v generator
FAQ
Comments (72)
Great work! I've been playing with diffusion pipe as well and have been trying to figure out a good set of hyperparameters. Did you use the constant LR scheduler? What LR? I assume with the small dataset size just batch 1?
Point of order - did you really upload two different LoRAs with the exact same name?
This is the file I get for both versions:
genitals_helper_v1.0_e219.safetensors
Are they the same file?
I have the same question
Yes, some people wanted to use this lora with the civitai i2v generator, and it seems the only way to do that is upload the same lora as i2v. You can ignore this version if you use the lora offline.
definitelynotadog - that does not require that you name the file exactly the same, but thanks for explaining.
Great work!
The performance in the anime style is not very good, and color difference may occur.
So realistic
Overall this LoRA does what it intends to do, and it does it well.
However, I can see almost no difference between "outie" and "innie", they all look innie in my gens no matter the prompt and LoRA/prompt strength.
It also seems to change the face too dramatically in I2V gens. Could possibly be because this is made for 480p and I'm using the 720p checkpoint for my videos... If that's the case, disregard this part.
Other people seem to be having more success than me with it though, which is great to see (and a testament to your skill).
Any tips for preventing the camera from zooming in, keeping a higher angle POV perspective, etc.?
Prompt: camera is static. Neg: camera movement, and decrease LoRa strength to 0.8.
Waifu_Runner I'll give it a shot. Thanks!
IMPORTANT: INFORM ALL WAN USERS! I DISCOVERED HOW TO USE LORAS 'NSFW/SFW' IN WAN 2.2 T2V, GETTING THE FULL POTENTIAL OF "HIGH NOISE" AND "LOW NOISE." THE RESULTS WERE IMPRESSIVE!! I ran it on an RTX 3060 6GB, 32MB RAM, 480x480, length: 41, generation time: 5 minutes to generate each video. The quality is fantastic! For those of you with more powerful computers, the results will be even more incredible. I used the models: WAN 2.2 - Q4_1.gguf FOLLOW THE STEPS BELOW: 1: Don't use acceleration/enhancement LoRas (such as Lightx2v or other) on "high noise"; use only on "low noise" with strength 1. (I'm using this version of Lightx2v LoRa): lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16 2: Use 'NSFW/SFW' LoRas on both "high noise" and "low noise" models. On "high noise," use strength 2, and on "low noise," use half the strength, with strength 1. You can vary the strengths as you like, but always keep the "low noise" strength at half the strength of the "high noise." 3: Use these settings in KSamplers: "high noise": steps: 9 / cfg: 3.5 / euler/simple / start_at_step: 0 / end_at_step: 1 "low noise": steps: 9 / cfg: 1.0 / euler/simple / start_at_step: 1 / end_at_step: 10000 Note: To improve speed, I set the Windows system to "best performance," disable unnecessary background programs and applications, and lower the desktop resolution. This significantly speeds up video generation. I hope this helps.
My dude, this is sorcery. I plugged these values in almost out of spite thinking there was no way this would work. Thank you. It's so much faster to iterate and find seeds I might want to try and drill down on with higher sampling. Despite being "dotty" it feels like the underlying anatomy and respect for inference frame is really good, better than I was getting with slower renders at times.
doing more tests here I realized that the results are even more perfect using 3 or more steps in 'high noise'
aiv_creator Yes, you really need more steps on high noise because it's responsible for the motion.
aiv_creator yeah, I was able to just bust out tons of very useful, solid looking tests with 1+9 as a basic suggestion. I ran a few tests shifting boths sides a few notches higher and it only got better.
I think the new Fusion-X workflows are doing a similar setup with speed lora only on low noise side. Will be interesting to see how Kijai's split light2xv works or if it's better to still just use on the low noise side.
Sadly, doesn't works for I2V.
Wow, huge improvement for Wan2.2 i2v! Thank you.
forfreelsd368 This works on Wan2.2 i2v if you follow the top comment.
Heres new node that handles the steps for the high/low models: https://www.reddit.com/r/StableDiffusion/comments/1mnbqxv/introducing_a_comfyui_ksampler_mod_for_wan_22_moe/
My guy do you have a workflow? I'm retarded when it comes to comfyui and I would love to try
UPDATE: I found out that disabling the acceleration Lora (LightX or other) on HN chkpt as you suggested, causes that fast motion issue and introduces tremendous ghosting as well. My advice is leave it enabled.
I've tested your advice for *I2V* with several different checkpoints and LoRAs, it works great but i always have the same issue: the character moving too fast, kinda "too much action" in the resulting video. It may be nice for hardcore scenes, not for other kind of stuff. For exhample, i'm trying to make a naked woman just bend over and spread her buttocks, she grabs and massage her buttocks 10 times within a few seconds, moving very fast (in a generation i got the woman shaking her buttocks like she was handling a sledgehammer :D). Prompting "slow" and/or "fast action" into negative doesn't help. Any suggestion?
Can you please share your workflow? thanks!
@Kierkegaard420 And then, how should MoE be configured if I only have Lightx in Low? there’s only one Start-End at Step.
can some saint here please share a workflow for this PLEASE?
@STRWHERE x2. can we please get a workflow for this for i2v/Image2Video? pleaseeee
no one here wants to share a I2V workflow of this mentioned config? alright thanks community.
Can I use this Lora on TensorArt with Wan2.2? Any idea how to do it?
Yes. I try and it works. Same lora in HI and LOW
genohix245499 do you have a workflow you can share? i spent a day and couldn't get it to work
genohix245499 i am using I2V, pls help
@genohix245499 what are the strengths u use for each?
Im getting outie even when prompting innie. Any trick to solve?
Bonjour, je suis nouveau dans la génération de photos de l'IA, et je cherche quelqu'un qui pourrait m'apprendre à générer des vidéos comme celle ci-dessus moyennant des frais ;) merci !
Contact moi
What an example to select lol
anyway to prevent its going half way up to belly button? :) I tried various strengths between 1 and 0.5 on both high and low on wan2.2.
UPDATE: works GREAT on wan 2.2, no unwanted zooming as long as i tell the model not to zoom, 5 stars!
Looks like the LoRA forces zooming in. I tried to put "zoom in" into negative prompt and "keep framing" and/or "do not zoom in" into positive, even adjusting strenght didn't help. Aesthetic is nice, then i think it's a necessary fix, i just want the model to do what i tell to.
inside comfy , add loramodelloaderonly node, then inside that load this lora, change strength to 0.6 and prompt with innie pussy, and camera stays static. in negative put zoom, camera movement.
@entoni97l314 https://drive.google.com/file/d/1Spfg_5PXZLBIIR4olq-xxJ9IrA-QC9kZ/view?usp=drive_link WAN 2.2 I2V with frame interpolation and upscale. Works on my poor 3080 12GB with 64GB of system RAM (with occasional OOMs though), you can tune it for your system capabilities.
@favas644 in wan 2.2 you put this lora y high and low noise?
@ThatHurts YES
@favas644 request access
@favas644 which one ?? high or low??
Anyone been able to get this to work on mage.space
Seems to work well.
Hi everyone! I hope that is what I need to generate more accurate wg with wan 2.2 . My biggest problem is to get some sample workflow for that purpose (I2V and T2V) to obtain good results in erotic content creation.
This Lora worked for quick action sequences, where 2 other popular (and good) Loras failed.
that preview image needs to change, its so bad
HOLA GENTE SALUDOS PARA TODOS AGRADESERIA MUCHO ALGUNA ALLUDITA EN ESTE MUNDO SOY NUEVO POR AK VENDICIONES
saludos bro yo tambien soy nuevo ya le estoy aggaron poquito la onda jejeje
Sadly on i2v on Wan2.2 this lora alters the characters face. I am unable to use for this very issue
I found this too but I reduced the strength and that seemed to help
Wan 2.2 (high noise / low noise) version coming soon?
You can use it as low noise lora, it works well
It works for me if I use it for both high and low, just reduce the strength because I think this can change the faces by the way.
I'm having issues with i2v where the vagina is upside down. Anyone have any solutions?
I'm having the same issue. High at 0.8 and Low at 0.6. Workflow with light H+L wan 2.2
Theres a weird issue with this where it makes anime style characters develop luscious red lips. If you ever update this might want to try and filter out the red lips in the training or whatever! tag it better? idk how it works lol
blurring faces in source material. This is how you avoid this. Tag: "Woman with blurred face"
am i doing something wrong? when I try to run all i get is noise and no picture.
This cant be used with other Loras such as SmoothmixXXX which diminishes much of it's utility.
The fusion model cannot be well compatible with other lora, which is why I do not use the fusion model.
Still one of the best loras for genitals, we're waiting for a wan 2.2 version. If you plan to create it, consider correcting one thing: this lora seems to force the woman touching herself, annoying when i want to make her just show.
Thass a lotta arby's
Works well, but on character lora be sure to start low, like 0.3. higher values can mess with my characters
how to get good and consistent result with wan 2.2? what strength for high and low?
I have high on 0.8 and low on 0.6 but it depends. But you dont need it higher than 1.
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genitals_helper_v1.0_e219.safetensors
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genitals_helper_v1.0_e219.safetensors
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Same model published on other platforms. May have additional downloads or version variants.