<h3 id="aug.29-2026-zit-version-is-updated:">Aug.29 2026, ZIT version is updated:</h3>Attention: ZIT lora weight can't be too high, 0.6 is recommend of this lora. Not recommend to using multiple loras because it can reduce the image quality, except to take a try on lower weight than 0.6. Lower weight than 0.6 may bring nothing to the image when using this lora, I think this is the deficiency of training on distilled model.注意：ZIT的lora生图时，权重不要过高，经我测试推荐设置为0.6。 我不推荐该lora叠加其他更多lora一同使用，因为可能导致图像劣化，除非你自行测试降低权重，然而低权重可能会效果不明显，我感觉这些问题就是在蒸馏模型训练上训练lora的不足之处。<h3 id="recommended-settings:trigger-word:-virealismweight:">Recommended Settings: Trigger Word: virealism Weight:</h3><ul><li>Z-Image Base LoRA used on Z-Image Turbo: 1.5</li><li>Z-Image Base LoRA used on Z-Image Base: 0.7</li><li>Z-Image Turbo LoRA: 0.6</li><li>Krea2 LoRA: 1</li></ul>ZIT comparison:<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/ab65e77e-47e5-41af-a61e-d58b1d6b0b71/original=true/ab65e77e-47e5-41af-a61e-d58b1d6b0b71.jpeg" />Here is the comparison between euler+ddim_uniform with euler+simple:<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/aef0206d-9fe0-4cb1-9cf5-13b6e1db5218/original=true/aef0206d-9fe0-4cb1-9cf5-13b6e1db5218.jpeg" /><s> </s><h3 id="aug.28-2026-zib-version-is-updated:">Aug.28 2026, ZIB version is updated:</h3>I've long wanted to train a LoRA to reduce the artificial, AI-generated look of my images. To achieve this, I prepared a training dataset of real-world photography, and trained on Z-Image Base, Z-Image Turbo and Krea2. I will release these three LoRA models then. I found that while the performance of the LoRAs varies slightly across different base models, the following improvements are achieved overall:<ul><li>The overall lighting and shadow realism of the image is enhanced</li><li>Human skin appears fairer and gains more translucency</li><li>The contrast between light and dark areas is more pronounced</li><li>Textures and details look more authentic</li><li>The overall aesthetic presentation of human subjects is improved</li><li>High generalization performance, no negative impact on the facial features of character LoRAs</li></ul><h3 id="recommended-settings:trigger-word:-virealismweight:">Recommended Settings: Trigger Word: virealism Weight:</h3><ul><li>Z-Image Base LoRA used on Z-Image Turbo: 1.5</li><li>Z-Image Base LoRA used on Z-Image Base: 0.7</li><li>Z-Image Turbo LoRA: 0.6</li><li>Krea2 LoRA: 1</li></ul>Sampler: Euler Scheduler: simple / ddim_uniformComparison/来对比一下看看：<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/050bfb84-a48c-4e8b-92ee-f8ccab0c2ba3/original=true/050bfb84-a48c-4e8b-92ee-f8ccab0c2ba3.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/3f0a21ba-5178-4c01-afa1-3897914254a6/original=true/3f0a21ba-5178-4c01-afa1-3897914254a6.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/00191a51-396f-4e2b-8cac-09687a504a8a/original=true/00191a51-396f-4e2b-8cac-09687a504a8a.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/15b85577-6066-458c-9ca6-e2e6d8ccb321/original=true/15b85577-6066-458c-9ca6-e2e6d8ccb321.jpeg" />我一直想训练个自己的lora来降低生图的AI感，于是我准备了真实摄影的训练集，在zimage base、turbo和krea2进行了训练，我会先后发布它们。我发现虽然在不同大模型上，lora效果表现略有差异，但总体得到了以下改善：<ol><li>画面整体光影真实感得到提升</li><li>人物的皮肤更加白皙、通透感增加</li><li>明暗对比呈现增强</li><li>纹理与细节更真实</li><li>人物美学提升</li><li>高泛化性不影响人物lora面部</li></ol><h3>推荐设置：</h3>触发词：virealism权重：zimage base lora 在turbo上使用：1.5， zimage base：0.7zimage turbo lora：0.6krea2 lora：1采样器：Euler 调度器：simple / ddim_uniform

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