description: <p>Trained with Leco score (<a target="_blank" rel="ugc" href="https://civitai.com/articles/5416">https://civitai.com/articles/5416</a>)</p><p></p><p>The dataset is 5k images that have the most reactions on civitai (positive label) versus 10k images that are randomly chosen (negative label).</p><p></p><p>Weight 0.2~1.5</p><p></p><p>Remarks:</p><ul><li><p>1.5 is not the best weight, pick a good seed, and then try weights from 0.3 to 1.5 (they all give different results)</p></li><li><p>trained on AnyLora with LecoScoreV2 for 3000 steps along the PartiPrompts</p></li><li><p>training a score on this dataset is unstable (because the difference between very good images and ok images is very small, the network can pickup different characteristics of trending images each time)</p></li><li><p>the criterion (trending images) is bad. The main reason for this is that it can indicate a large number of followers or a very 'mainstream' theme for the image. I would prefer the number of positive reactions per view (the eye with a number when you click on an image), but this would be very noisy as well.</p></li><li><p>dataset is included (if you want to train something on it)</p></li><li><p>example images are sometimes rendered within the Lykon universe (this was trained on AnyLora, then use Dreamshaper, Fast Negative, Easy Negative), I had to remove the Lykon negatives for other models</p></li><li><p>-&gt; alpha version</p></li></ul>
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name: Trending on Civitai [Leco score]
tags: aesthetic tool