<h2 id="early-experimental-release">Early / Experimental Release</h2>This LoRA was trained for MiniMax H3 Ref2VA to reproduce BLACKED-style adults films, positioning, camera behavior, and overall visual presentation.The dataset includes a wide variety of environments, angles, lighting conditions, and compositions, so the model can sometimes produce very cinematic-looking results when paired with the right reference image and the correct prompt.<h2 id="current-limitation">Current Limitation</h2>The main limitation of this version is fine genital anatomy.After multiple training runs with progressively larger datasets, motion and overall visual quality improved significantly, but small anatomical details can still be inconsistent depending on the seed, reference image, camera angle, and LoRA strength.In particular, anal anatomy may sometimes appear simplified or partially missing.<h3 id="temporary-workaround"> Temporary Workaround</h3>During testing, I found that dedicated anatomy fixer LoRAs, Models like, <a target="_blank" rel="ugc" href="https://civarchive.com/models/2509189/synth-pussy?modelVersionId=3204862">Synth Pussy version 0.5</a> or <a target="_blank" rel="ugc" href="https://civarchive.com/models/2838518/fineloras-pussy-and-anus-preview?modelVersionId=3207723">FineLoRas - Pussy &amp; Anus (preview)</a> can noticeably improve this issue.Combining this model with anus / genital anatomy fixers often restores missing detail and produces a more complete result.This is only a temporary workaround. My goal is for future versions to improve anatomical consistency without depending on additional fixer LoRAs. <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/854bfe12-62bf-48b7-9173-342cc71eca42/original=true/854bfe12-62bf-48b7-9173-342cc71eca42.jpeg" /><h2 id="future-development">Future Development</h2> The current dataset is around 250 clips, and I plan to continue expanding it toward ~600 carefully selected and captioned clips if possible. Future training will focus on:<ul><li>Better anatomical consistency</li><li>More camera-angle variety</li><li>Better fine-detail preservation</li><li>Improved generalization</li><li>Maintaining the cinematic quality of the current version.</li></ul><h3 id="support-future-training"> Support Future Training ❤️</h3>Training and developing AI models requires a significant amount of time, compute, storage, and often paid external GPU services. If you enjoy my work, any support through my Ko-fi is greatly appreciated and helps fund future training, larger datasets, and new model releases.☕ Ko-fi: <a target="_blank" rel="ugc" href="https://ko-fi.com/themaviri">here</a>

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