<h1 id="ltx-example-workflow">LTX Example Workflow</h1><p><a rel="ugc" href="https://paaster.io/698559390a7a8c3988ee9e91#1NG7332gvq5L4A9yTnKw4INMZ00tgOFaCAEFqU8d-as">https://paaster.io/698559390a7a8c3988ee9e91#1NG7332gvq5L4A9yTnKw4INMZ00tgOFaCAEFqU8d-as</a></p><h3 id="wtf!">WTF?!</h3><p>Why not ;)</p><p>I'm back again with a new experimental escapade that doesn't seem to be done commonly on here: a custom <s>CogVideo</s> <s>Wan Video</s> LTX-2 LoRA!</p><h3 id="training-(ltx-2)">Training (LTX-2)</h3><ul><li><p>This LoRA was trained on a dataset of 143 clips with hand-revised captions.</p></li><li><p>These clips came from 54 unique source videos:</p><ul><li><p><strong>Real Life</strong> (42 clips =&gt; 74 clips, ~50%) mainly amateur clips from Reddit/RedGifs/Pornhub, and a couple studio-shot videos</p></li><li><p><strong>Anime</strong> (7 clips =&gt; 14 clips, ~ 10%) drawn/3d animated clips</p></li><li><p><strong>Furry</strong> (5 clips =&gt; 45 clips, ~40%) 3d animations</p></li></ul></li><li><p>Around 80% of these clips had their own audio.</p></li><li><p>Trained for 4,000 steps (4.5 hours on a runpod H200 SXM) using the official training script: <a target="_blank" rel="ugc" href="https://github.com/Lightricks/LTX-2/blob/main/packages/ltx-trainer/docs/quick-start.md">https://github.com/Lightricks/LTX-2/blob/main/packages/ltx-trainer/docs/quick-start.md</a></p></li><li><p>Rank 32</p></li></ul><h3 id="training-(wan2.1-i2v-old)">Training (Wan2.1 I2V [OLD])</h3><ul><li><p>This LoRA was trained with around 110 or so clips of up to 11s, some of real life amateur/porn videos, some of animations</p></li><li><p>990 steps (90 epochs)</p></li><li><p>Trained on 1 x A100 SXM4 using <a target="_blank" rel="ugc" href="https://github.com/tdrussell/diffusion-pipe">https://github.com/tdrussell/diffusion-pipe</a></p></li></ul><h3 id="training-(cogvideo-old)">Training (CogVideo [OLD])</h3><ul><li><p>This LoRA was trained with 19 videos of solo male masturbation, mainly amateur vids.</p></li><li><p>4,000 steps</p></li><li><p>Trained using H100 for around 18 hours or so, using <a target="_blank" rel="ugc" href="https://github.com/a-r-r-o-w/cogvideox-factory">https://github.com/a-r-r-o-w/cogvideox-factory</a></p></li></ul><h3></h3><p></p>

Solo Male Masturbation --  LTX-2 19B (with Audio!)

<p>My first foray into LTX!</p><ul><li><p>You will have to cherry pick a decent amount for something good.</p></li><li><p>Audio is decent (plaps, moans, panting), motion is occasionally moderate.</p></li></ul>

Files with SHA256: 084512507c3a29749d011a143f071abd98b19c4bf190ba36d9e1ca98de37f40d