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Diffuse_Map_Surfaces_7.safetensors
158 MB · SafeTensor
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Informazioni su questo modello
FLUX 2 / KLEIN · LoRA
by alastandy - Diffuse Map Surfaces
Note del creatore
Creates detailed surface textures without shadows or hotspots.
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: DDIM
The Minimal Weight / Strength is: 0.5
The recommended Weight / Strength is: 0.5 - 1.5
The recommended Guidance Scale is: 3.5
The recommended number of steps are: 50-150
For best results, begin your prompt with "A diffuse map of a " or "diffusemapsurfaces, A diffuse map of "
Example Prompts:
A diffuse map of a wooden surface with a natural wood grain texture.
diffusemapsurfaces, A diffuse map of a brick wall.
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 , 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:
Dataset:
The dataset used is available for download from my huggingface account at:
misc {andrew_smith_2025,
author = { {Andrew Smith} },
title = { Diffuse_Map_Surfaces (Revision 3ea7938) },
year = 2025,
url = { },
doi = { 10.57967/hf/4587 },
publisher = { Hugging Face }
}
SHA256
DEA61F7A090CC5C829FC1F70448729496FB890279047F2A448AA374ECC39B342
ID modello ModelTrends.ai
#26106
Segnala contenuto
Render di esempio
Prompt e impostazioni condivisi da chi ha realizzato questi render su Civitai. Scegli un render per vedere come è stato fatto.
Impostazioni
Sampler
Euler a
Passi
48
Guidance
3
Seed
794107491
Dimensioni
1024x1024
Prompt
diffusemapsurfaces, A diffuse map of a wooden surface with a natural wood grain texture.
Impostazioni
Sampler
DDIM
Guidance
3
Seed
246124249
Dimensioni
768x768
Prompt
diffusemapsurfaces, A diffuse map of a marble cliff face with visible cracks and fissures. The surface is uneven, with variations in texture and color intensity across the image. The cracks are prominent and appear natural, suggesting weathering or geological processes. The rock face shows signs of age and exposure, with some areas appearing darker or more weathered than others
Impostazioni
Sampler
DDIM
Passi
91
Guidance
3
Seed
139970908
Dimensioni
768x768
Prompt
diffusemapsurfaces, a diffuse map of Styrofoam closed-cell extruded polystyrene
Impostazioni
Sampler
DDIM
Passi
91
Guidance
3
Seed
3520698287
Dimensioni
768x768
Prompt
diffusemapsurfaces, a diffuse map of snow on the ground
Impostazioni
Sampler
Euler
Passi
30
Guidance
7
Seed
179807002
Dimensioni
1024x1024
Prompt
A diffuse map of a fabric surface, likely denim, with a dark blue color. The fabric appears to be woven or knitted, giving it a distinctive texture. The pattern of the fabric is not clearly visible, but it has a repeating diagonal pattern.
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