This LoRA allows you to create civilian persons wearing cloths as it was common in ancient Rome.The training had images that were captioned with these trigger words:<ul><li>tunica laticlavia - a tunic with two wide stripes (clavi)</li><li>tunica angusticlavia - a tunic with two small stripes (clavi)</li><li>tunica recta - a white tunic without stripes</li><li>tunica - any other tunic without stripes and in any color</li><li>exomis - similar to a tunic, but with one shoulder and the chest exposed, usually worn by man doing hard work</li><li>toga praetexta - a toga with a wide border line</li><li>toga trabea - a purple toga, possibly with scarlet stripes or elements, worn by augurs</li><li>toga pura - a toga without a border line</li><li>toga exigua - an earlier, less voluminous style of plain off-white toga, shorter than the later imperial toga pura, often worn without a tunic and draped to leave one shoulder and part of the chest exposed</li><li>stola - a long, often sleeveless, ankle-length dress worn by Roman matrons (woman), typically over an under-tunic</li><li>palla - a large rectangular shawl of various colors, draped over a stola (or tunic) by women</li><li>braccae - trousers of various colors and lengths, unusual</li><li>calcei equitati - red, black or red and black boots that were worn by senators</li><li>calcei patricii - brown boots</li><li>carbatina - simple, common shoe</li><li>soleae - sandals</li><li>sagum - a rectangular woolen cloak</li><li>paenula - a heavy, often conical or bell-shaped cloak, closed or fastened at the front, typically but not necessarily with an attached hood</li><li>subligaculum - a loincloth or simple undergarment worn by both men and women</li><li>strophium - a band of cloth or soft leather wrapped around the breasts for support, worn by women, particularly during exercise</li></ul>Prompting notes:The training did pick up the differences, bit they are sometimes weak. So experiment with the trigger words and sometimes it might help to add actually redundant information like prompting a tunica laticlavia and also prompt the stripes or clavi. The Krea 2 version has much better prompt adherence and output quality, i.e. usually it is sufficient to prompt normal.The training was done with images in the following formats with a focus at 1:1 and also many 2:3 and 3:2. To get best results you might want to use these dimensions as well.<ul><li>768x1344 - 9:16</li><li>832x1216 - 2:3</li><li>896x1152 - 3:4</li><li>1024x1024 - 1:1</li><li>1152x896 - 4:3</li><li>1216x832 - 3:2</li></ul><h1 id="training-details">Training details</h1>All training was conducted with <a target="_blank" rel="ugc" href="https://github.com/bghira/simpletuner">SimpleTuner</a>.<h3 id="krea-2:">Krea 2:</h3><ul><li><span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">When you want to use it with ComfyUI, please use <a target="_blank" rel="ugc" href="https://github.com/Comfy-Org/ComfyUI/pull/16857">https://github.com/Comfy-Org/ComfyUI/pull/16857</a><span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px"> (and give that PR a 👍 so that it gets pulled quickly); <span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">using it with diffusers should work out of the box.</li><li>LoKR with factor=12 (Krea2Attention=12, Krea2SwiGLU=12), linear_dim=10000, linear_alpha=1, use_scalar and full_matrix as well as DoRA (dora_wd=true)</li><li>178064 steps (22258 real steps * batch size 2 and gradient accumulation 4)</li><li>Trained with Krea 2 Raw, to be used with Krea 2 Turbo</li><li>training time: 55.3 hours on one 5090, including validation image generation</li><li>regularization images were used</li><li>masked training with the faces masked away</li><li>each image had multiple captions for versatility</li></ul>

Ancient Roman clothing

Trained on Krea 2 Raw for use with Krea 2 Turbo and Krea 2 Raw.When you want to use it with ComfyUI, please use <a target="_blank" rel="ugc" href="https://github.com/Comfy-Org/ComfyUI/pull/16857">https://github.com/Comfy-Org/ComfyUI/pull/16857</a> (and give that PR a 👍 so that it gets pulled quickly).

Files with SHA256: 00ba20426c9999784cbaf1cb821b93de61c6f34b964b72ba0df5f1d220402bdb