<h2 id="creates-detailed-surface-textures-without-shadows-or-hotspots.-a40idrjem">Creates detailed surface textures without shadows or hotspots.</h2>For versions 5 and 6, the recommended “Weight,” “Strength,” or “LoRA Weight” (depending on the tool used) is between 50% and 150% when entered as a percentage or 0.5 to 1.5 when entered as a decimal. Some prompts performed significantly better at 150%, while others yielded better results at 100%. If you are dissatisfied with the outcomes, I suggest experimenting with a different weight. Weights closer to 1.0 generally resulted in more dynamic output, but they occasionally introduced undesirable elements. Conversely, weights closer to 1.5 produced more authentic diffuse map output, but they may sometimes appear too simplistic.The recommended sampler is: DDIMThe Minimal Weight / Strength is: 0.5The recommended Weight / Strength is: 0.5 - 1.5The recommended Guidance Scale is: 3.5The recommended number of steps are: 50-150For best results, begin your prompt with "A diffuse map of a " or "diffusemapsurfaces, A diffuse map of "Example Prompts:<pre><code>A diffuse map of a wooden surface with a natural wood grain texture.</code></pre><pre><code>diffusemapsurfaces, A diffuse map of a brick wall.</code></pre>Please be advised that the trigger word used in versions below version 5 was “DiffuseMapSurfaces,” although the trigger word was removed for version 5, has been reinstated in version 6 and functions effectively without it.If you review the labels in the <a target="_blank" rel="ugc" href="https://huggingface.co/datasets/alastandy/Diffuse_Map_Surfaces">dataset</a>, most of them begin with “A diffuse map of a” (a few omit the “a” at the end, so disregard it if it does not align grammatically with your prompt).Comparison of output with and without the LORA using the same settings, seed, and prompt:<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/2ba9d33f-fde8-408f-afe3-396191233269/width=525/2ba9d33f-fde8-408f-afe3-396191233269.jpeg" /><h2 id="dataset:-qognhpkjq">Dataset:</h2>The dataset used is available for download from my huggingface account at:<a target="_blank" rel="ugc" href="https://huggingface.co/datasets/alastandy/Diffuse_Map_Surfaces">https://huggingface.co/datasets/alastandy/Diffuse_Map_Surfaces</a><pre><code>misc {andrew_smith_2025,
	author = { {Andrew Smith} },
	title = { Diffuse_Map_Surfaces (Revision 3ea7938) },
	year = 2025,
	url = { https://huggingface.co/datasets/alastandy/Diffuse_Map_Surfaces },
	doi = { 10.57967/hf/4587 },
	publisher = { Hugging Face }
}</code></pre>

Diffuse Map Surfaces

Diffuse Map Surfaces Version 6.0<ul><li>Revamped the training settings to help reduce the undesirable elements, enhance detail, and improve output quality.</li><li>Updates the dataset to the latest Diffuse_Map_Surfaces (Revision 92e1bfe) dataset, which includes numerous new images and improvements to labels and corrections for incorrect labels. </li></ul>Dataset used for this training: <pre><code>@misc {andrew_smith_2025,
	author = { {Andrew Smith} },
	title = { Diffuse_Map_Surfaces (Revision 92e1bfe) },
	year = 2025,
	url = { https://huggingface.co/datasets/alastandy/Diffuse_Map_Surfaces },
	doi = { 10.57967/hf/4519 },
	publisher = { Hugging Face }
}</code></pre>

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