description: <p></p><hr /><p><strong>Disclaimer</strong></p><p><em><span style="color:rgb(230, 73, 128)">Financial support is very much appreciated, but please do so by </span><span style="color:rgb(250, 176, 5)">donating to my</span><span style="color:rgb(230, 73, 128)"> </span></em><a target="_blank" rel="ugc" href="https://ko-fi.com/aicharacters"><em>Ko-Fi</em></a><em><span style="color:rgb(230, 73, 128)"> instead of sending me Buzz, as</span><span style="color:rgb(250, 82, 82)"> </span><u><span style="color:rgb(250, 176, 5)">I currently have no uses for CivitAI Buzz</span></u><span style="color:rgb(230, 73, 128)">!</span></em></p><hr /><p><strong>Description</strong></p><p>An SDXL 1.0 LoRa made by AI_Characters for producing images with an artstyle similar to the 3D animated movie How To Train Your Dragon: The Hidden World - produced by DreamWorks.</p><hr /><p><strong><span style="color:rgb(64, 192, 87)">Recommended generation parameters</span></strong></p><p><strong>Weight:</strong><span style="color:rgb(253, 126, 20)"> </span><span style="color:rgb(64, 192, 87)">1.0</span><span style="color:rgb(193, 194, 197)"> </span><em><span style="color:rgb(193, 194, 197)">(</span><u><span style="color:rgb(193, 194, 197)">adjust down as needed when used in conjunction with other LoRa's</span></u><span style="color:rgb(193, 194, 197)">)</span></em></p><p><strong><span style="color:rgb(193, 194, 197)">Model:</span></strong><span style="color:rgb(193, 194, 197)"> </span><a target="_blank" rel="ugc" href="https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/sd_xl_base_1.0_0.9vae.safetensors"><strong>SDXL 1.0 with 0.9 vae</strong></a></p><p><strong>Steps/Sampler/CFG/Resolution:</strong> <span style="color:rgb(64, 192, 87)">25 steps</span> | <span style="color:rgb(64, 192, 87)">DPM++ 2M Karras</span> | <span style="color:rgb(64, 192, 87)">CFG 7</span><span style="color:rgb(253, 126, 20)"> </span>|<span style="color:rgb(253, 126, 20)"> </span><span style="color:rgb(64, 192, 87)">1536x1536</span></p><p><strong>'Kohya Deep Shrink' settings:</strong> <span style="color:rgb(64, 192, 87)">4 blocks </span><strong>|</strong><span style="color:rgb(64, 192, 87)"> 2 downscale </span><strong>|</strong><span style="color:rgb(64, 192, 87)"> 0 start </span><strong>|</strong><span style="color:rgb(64, 192, 87)"> 0.35 end </span><strong>|</strong><span style="color:rgb(64, 192, 87)"> skip = true</span></p><p><strong>Positive prompt:</strong><span style="color:rgb(121, 80, 242)"> </span><span style="color:rgb(64, 192, 87)">high-definition 8k</span></p><p><strong>Negative prompt:</strong><span style="color:rgb(121, 80, 242)"> </span><span style="color:rgb(64, 192, 87)">text, blur, low-resolution, low-quality, grainy, glossy, poorly drawn, amateur, poorly shot, compression artifacts</span></p><p><strong>'CLIPTextEncodeSDXL' ComfyUI node resolution:<span style="color:rgb(253, 126, 20)"> </span></strong><span style="color:rgb(64, 192, 87)">4096x4096</span></p><hr /><p><strong>Trigger words </strong><em><span style="color:rgb(250, 82, 82)">(must be included in the prompt for the LoRa to take effect!)</span></em></p><ul><li><p>'<span style="color:rgb(64, 192, 87)">3d cartoon render in hwst artstyle</span>'</p></li></ul><hr /><p><strong>Further usage notes</strong></p><p>/</p><hr /><p><strong>Usage permissions</strong></p><p>You may not sell this model, merges containing it, or images generated with it.</p><p>Credit me when using this model in a merge or hosting it on a generation service.</p><hr /><p><strong>TL:DR Training Workflow</strong></p><ol><li><p>Train full finetune with a dataset of 20-100 images using <a target="_blank" rel="ugc" href="https://www.dropbox.com/scl/fi/r6r7894spm6el0togcc4u/SDXL1.0_Essenz-series-by-AI_Characters_Style_HighQualityHeavilyPostProcessedPhotography-v1.1-Hal-_20231118-093204.json?rlkey=xm9u9b45me7slrtsm03q02qv9&amp;dl=1">this config</a> on a <a target="_blank" rel="ugc" href="http://Vast.AI">Vast.AI</a> rented A100 80gb GPU</p></li><li><p>Extract LoRa at 512/512 dimensions using <a target="_blank" rel="ugc" href="https://imgur.com/a/XRare3P">these settings</a></p></li><li><p>Resize LoRa to 16 ranks using <a target="_blank" rel="ugc" href="https://imgur.com/a/PZiGEtt">these settings</a></p></li></ol><hr /><p><strong>Changelog</strong></p><p><strong>v1.2 [FINAL]</strong></p><ul><li><p>complete rework; higher epoch count, trained with EMA, reworked captions, reworked dataset preparation - overall much better likeness and quality at the cost of some slight bias and overtraining increase - <u>final version for now</u></p></li></ul><p>v1.1</p><ul><li><p>retrained with new captions: slightly better style likeness, slightly better flexibility, less bias towards the subject matter of the training data; added "3d cartoon" to the trigger word</p></li></ul><p>v1.0</p><ul><li><p>Initial release</p></li></ul><hr /><p></p>
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