v0.0.0 (Initial Release) This LoRA was trained on <code>anima-basev1</code> using 100 images shared under the "dynamic_pose" tag. The dataset was personally and strictly selected based on "excellent screen composition," "pronounced body twists and extended limbs," and "mid-air, Dutch angles, or non-linear character placements."How it Works &amp; Compatibility: When applied, characters will become "restless," actively performing mid-squats, body twists, and full limb extensions. However, if used with already fine-tuned (FT) models, it may have absolutely no effect due to overlapping training data.Known Issues: There is a known issue where the model forgets previously learned concepts. For example, when this LoRA is active, it forgets how to hold a baseball bat, making it nearly impossible to hold a bat with both hands. (You can see this in the showcase image of the girl with the spiked bat; the left and right hands were never perfectly rendered. Without the LoRA, though reproducibility is low, it would occasionally grip the bat with a perfect set of 5 fingers).

Dynamic pose

v0.0.1 Changelog<ul><li>Dataset Adjustments: Out of the 100 training images, 12 images with low motion/action were removed and replaced with 12 new images featuring highly dynamic poses. This was done to raise and equalize the overall intensity of motion across the entire dataset.</li><li>Trigger Word &amp; Captioning Changes: Replaced the Danbooru reserved tag <code>dynamic pose</code> with a new custom trigger word <code>extpose</code>, trained using fixed 1-caption shuffling. Additionally, all captions related to the positional descriptions of hands, arms, legs, and hips were removed.</li><li>Experimental Training Configurations: Changed the training settings to test a new approach.<ul><li>Previous: <code>dim16/alpha8, unet 1e-05 (lion8bit / constant), 100 images / 2000 steps</code></li><li>Current: <code>dim4/alpha8, unet 1e-04 (adamw8bit / cosine_with_restarts [2]), warmup_steps=200, 100 images / 2000 steps</code></li><li>Note: This configuration makes the LoRA extremely potent. Be aware that it output a high weight and may "break" your intended composition or pose.</li></ul></li></ul>

Files with SHA256: fdcb2bcf8301a7dc44f0525590329cd5ab370df67f4a9692b73f4d72005eb634