Fresh off the training press... a more conventional concept for the masses. I proudly present...<h1 id="reverse-cowgirl-front">Reverse Cowgirl - Front</h1><h3></h3><h3 id="wan22">WAN22</h3>Mostly original set recaptioned, cleaned and retrained for WAN2.2.<pre><code>A {Russian|French|German|South Korean|Dutch|Swiss|Swedish|Austrian|Ukrainian|Portuguese|African|Chinese} woman is having reverse cowgirl sex with a man,

She is naked with a {huge|large|medium-sized|small} breasts and a shaved vagina, wearing {hoop earrings|jewelry|bracelets|a hate|a beret|a baseball cap|a hairband|a headband|sun glasses}, gritting her teeth and furrowing her brow as the {African|large|Asian|muscular|} man's {huge|thick|} penis slides up and down inside her tight vagina.

They are on a {green|black|white|red|pink|yellow|orange|blue|beige} {bed|couch|love seat} in a {living room|outside|a bedroom|a basement|the space station|inside an airplane|on a train|in the back of a delivery van}.

The man is holding her {ass and thighs from below|above her hips from behind} as he thrusts steadily into her.

bright lighting, {high|low}-angle view</code></pre><h3 id="hunyuanvideo">HunyuanVideo</h3><pre><code>A beautiful {Russian|French|Swedish|Swiss|Latina|Austrian|Dutch|English|America|California} woman with {long|shoulder length} {blonde|brown|dirty blonde|black|auburn} hair is having reverse cowgirl sex with a man.

She is moving her hips up and down, with the {African|Caucasian|Asian|Latin} man's {long |large |}penis remaining firmly inserted inside her vagina.

The man's hands are {under her thighs supporting her a little bit|on her hips}. Her legs are spread as she is straddling him.

She is {moaning from pleasure|screaming from pleasure|smiling and blushing|surprised|concerned|furrowing her brow and gritting her teeth}. She is {naked with {large|medium|small} breasts|wearing a {pink|red|white|black|blue|green} bra}.

They are {inside a tent with the door flap open behind them showing {snowy mountain peaks|a dense forest|a sandy tropical beach}|on a beach towel on a beach|on a red velvet bed|on a {white|black|blue|red|pink|purple|brown} couch}.

Lighting is {bright|soft|dim} and even.</code></pre><h3 id="training-notes">Training Notes</h3>9 videos at 24fps for 50 frames at 288x288. Different models and backgrounds. Faces blurred and a few are tightly framed (head's cropped out). Quite happy with this first run... not sure I need to run a second. Let me know if you find weaknesses!E60 tested very well and is likely more flexible with prompts.E70 did better on a few seeds that E60 had trouble with but otherwise didn't seem vastly superior. However, it's likely more stable.<h3 id="disclaimer">Disclaimer</h3>Drink responsibly.

Reverse Cowgirl - Front

reverse-cowgirl-front-wan22-low-noise-e83-az420.safetensors

WAN22-LOW

WAN22-HIGH

Yee-Haw! Ride'em cowgirl!<h1 id="cowgirl-pov">Cowgirl - POV</h1>I mistakenly uploaded Reverse Cowgirl Front WAN22 models to this model page, they should have been here:<a target="_blank" rel="ugc" href="https://civarchive.com/models/1741285/reverse-cowgirl-front">https://civarchive.com/models/1741285/reverse-cowgirl-front</a><hr />Feel like going for a ride? Download this bad boy, hope on and let's goOOooOooOOooOo...<h3></h3><h3 id="wan2.2">WAN2.2</h3>Same ol' same ol'<h3 id="one.wan">One.WAN</h3>I'm cherry picking simpler sets from my HunyuanVideo training materials. WAN seems to understand things more out of the box, making choosing a functional epoch a bit easier (this training run produced ~5 epochs that all seem to work really well... the more the merrier I guess!) In this case I just chose the earliest stable epoch for optimal generalization.Video has a workflow embedded in it. It took me what seemed like forever to find a good workflow to mimic what I was doing in HunyuanVideo, and the one attached here, "finalized" this morning, is very fast and very effective, using sage_attn and lightx2v (fastwan) for low step high quality results with a second Upscale pass using the model again and a third Upscale/Interpolation pass using upscalers and FilmVFI.<ul><li>I have Teacache in there too but it doesn't seem to play well with Lightx2v...</li></ul><h3 id="training-notes">Training Notes</h3>I'm not fully stable yet with my WAN process yet... I'm fighting OOM errors 9 times out of 10. I thought I found my max MegaFramePixels value for the WAND WAN LORA, but those settings didn't work for Cowgirl-Behind, I had to lower the resolution and frames a lot, then again for this one, the settings that worked for Cowgirl-Behind didn't work! It took me like 7 tries to get it running. Training initialization time is like 10 minutes and I'm a busy guy so this is really slowing. I assume I'll find a nice groove soon though, and I'm really happy with my new workflow (for testing and showcase material), so that's nice....*HunyuanVideo did really well, even better I found, with lower resolutions and I took that for granted. The relevance is that unfortunately lots of my sets have clips with lower resolutions, making them poor material for this model. We'll see how this impacts things moving forward.<h3 id="three">Three</h3>Experimenting with multiple buckets for the same set of clips, some higher res for less frames and lower resolution for more frames to give the training a mix of quality, motion and of course the close-ups. 6e-5, Dropout 0.05, same clips as Two but not a lowresrun like Two was.What annoys me a little bit is that some of my POC runs give me really functional LORAs. The difference in quality between the 2 hour runs and 10 hours runs is not huge... 🤔Three was also the result of a side by side test I did between captions that included explicit wording regarding the penis/penetration and captions that completely omit these phrases. Ultimately it seems that omission does not give the best results, probably due to fewer weights being involved in reproducing the concept.Wildcard Prompt<pre><code>A beautiful {Russian|French|Swedish|Swiss|African|Latina|Austrian|Dutch|English|American|Siberian|Chinese|Ukrainian|Thai|Czech|Japanese|Indian|Caucasian|Spanish|Portuguese} woman is riding a man in a cowgirl sex position.

She is straddling him.

She has {very long|long|shoulder length} {blonde|brown|dirty blonde|black|auburn} hair and is {naked with {large|medium|small} breasts and a {hairy|shaved} pussy|wearing a {colorful|pink|red|white|black|blue|green|yellow|orange|teal|tie-dye|rainbow|plaid} {bra|tube top|tank top|shirt|sweater|halter top|knee high socks}}.

She is {moaning from pleasure|screaming from pleasure|smiling and blushing|very surprised|furrowing her brow and gritting her teeth|surprised and delighted}.

They are {inside a tent with the door flap open behind them showing {snowy mountain peaks|a dense forest}|on a beach towel on a beach|on a {large|small} {red velvet|blue|pink|white|four post} bed|on a {white|black|blue|red|pink|purple|brown} couch|on a carpet|on a futon in a basement|in a mall|at a carnival|on stage in a theater|in a barn on some hay|in the back of a delivery van|on a white thick shag rug in front of a roaring fireplace in a log cabin|in a greenhouse with blooming flowers|in a wild flower field on a beautiful day|on a mountain top looking over a forest at {dusk|dawn}|at a lookup point above a bustling city at night}.

The {very large|large|thick|giant|huge|glistening} erect shaft of the {dark-skinned ||}man’s penis is visible at the base as it slides partially out of her vaginal opening when she lifts her hips.

Lighting is {bright|soft|dim in the background|warm|coming from a window on the right}.</code></pre><h3 id="two">Two</h3>Twice* as nice! This one includes close-ups for better penis detail, but was just a POC run that happened to look pretty good.<h3 id="one">One</h3>Another solid outing in the sex position series, cowgirl is a must have!Keeps things real and flexible hitting the mark nicely in the majority of renders (especially in portrait). I've seen a few odd things pop up here and there so beware of feet with fingers and biracial women (top white, bottom black... like... why?!)Wildcard Prompt<pre><code>A beautiful {Russian|French|Swedish|Swiss|Latina|Austrian|Dutch|English|America|Californian|Siberian|African|Chinese|Ukrainian|Thai|Czech} woman with {very long|long|shoulder length|short} {blonde|brown|dirty blonde|black|auburn} hair is riding a man in a cowgirl sex position.

She is {moaning from pleasure|screaming from pleasure|smiling and blushing|surprised|furrowing her brow and gritting her teeth}.

She is {naked with {large|medium|small} breasts and a {hairy|shaved} pussy|wearing a {pink|red|white|black|blue|green} {bra|tube top|tank top|shirt|sweater|halter top}}.

They are {inside a tent with the door flap open behind them showing {snowy mountain peaks|a dense forest}|on a beach towel on a beach|on a {large|small} {red velvet|blue|pink|white|four post} bed|on a {white|black|blue|red|pink|purple|brown} couch|on a carpet|on a futon in a basement}.

While remaining mostly hidden inside her vagina, the {African|Asian|Latin| hairy} man's penis is {giant|large|huge|average-sized}.

Lighting is {bright|soft|dim in the background|warm|coming from a window on the right}.</code></pre>Leave me a comment if you find this isn't cutting it for you, and maybe I can improve it :)<h3 id="training-notes">Training Notes</h3>Just clippin' croppin' captionin' and trainin' as usual, hitting the mark a lot quicker than before. Maybe there's sill some life in me for a few more concepts after all if things go this smoothly...12 clips 288,288,50 24fps LR 6e-5 Dropout 0.05 Blurred facesCaptioning with the key phrase then 4-5 short lines ordered subject &gt; action &gt; pose/position &gt; traits &gt; [face blurred] background and lighting<h3 id="disclaimer">Disclaimer</h3>Results are not guaranteed. May cause blisters.

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