IconsRedmond SDXL LoRA: Generate Flat App Icons with One Trigger Word
Generate consistent, Redmond-style app icons for iOS, macOS, and Windows using the IconsRedmond SDXL LoRA. Trigger word icredm, works at 1024x1024.
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IconsRedmond SDXL LoRA: Flat App Icons Made Simple
TL;DR
- Drop-in LoRA for SDXL that generates clean, flat app icons with the trigger word
icredm - Best at 1024×1024 with weight 0.7–0.8; add
minimalismordetailedto steer style - Trained on SDXL Base 1.0 with GPU support from Redmond.AI; licensed CreativeML OpenRAIL-M
What This LoRA Does
IconsRedmond is a specialist LoRA for Stable Diffusion XL that produces app-icon grids in a consistent "Redmond" flat style — the clean, rounded-corner aesthetic used by modern iOS, macOS, and Windows system icons. One trigger word (icredm) gives you coherent icon sets across weather, calculator, settings, camera, music, and dozens of other categories.
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The model was fine-tuned on stabilityai/stable-diffusion-xl-base-1.0 with compute sponsored by Redmond.AI. It's a focused tool: it does one thing (flat app icons) and does it consistently.
How to Use It
Trigger word: icredm (this was the instance prompt during training)
Recommended settings:
- Resolution: 1024×1024 (SDXL native)
- LoRA weight: 0.7–0.8 (author suggests testing 0.7 and 0.8)
- Sampler: Euler a / DPM++ 2M Karras (standard SDXL samplers work)
- Steps: 20–30
- CFG: 5–7
Optional style tags:
ios icon app— pushes toward iOS/macOS system icon lookdribbble— slightly more polished, "designed" feelminimalism— flatter, simpler shapesdetailed— more internal detail, less flat
Example prompt:
icredm, ios icon app, minimalism, weather app icon, blue gradient background, white glyph, rounded corners
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ComfyUI / A1111 / diffusers
ComfyUI: Load as a standard LoRA node, set strength_model to 0.7–0.8.
Automatic1111/WebUI: Place in models/Lora/, enable in the LoRA tab, set weight to 0.7–0.8.
diffusers (Python):
from diffusers import StableDiffusionXLPipeline
import torch
pipe = StableDiffusionXLPipeline.from_pretrained(
"stabilityai/stable-diffusion-xl-base-1.0",
torch_dtype=torch.float16,
variant="fp16"
).to("cuda")
pipe.load_lora_weights("artificialguybr/IconsRedmond-IconsLoraForSDXL")
pipe.set_adapters(["default"], adapter_weights=[0.8])
image = pipe(prompt="icredm, ios icon app, minimalism, calculator icon").images[0]
What the Images Actually Show
The sample images confirm the model delivers on its promise: grids of 12–20 icons per image, each icon internally consistent — same corner radius, same stroke weight, same visual language. Colors vary per icon (blue for weather, green for messages, orange for camera) but the palette feels curated. No photographic realism, no 3D render artifacts — just clean vector-style flats.
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Known Limitations
- Not a general-purpose LoRA — it only does flat icons
- Sometimes needs 2–3 generations to get a perfect grid (author notes this)
- Works best with simple prompts; complex scenes break the icon consistency
- The Civitai page hosts a different model (SD 1.5 version for LiberteRedmond), not this SDXL variant
License
CreativeML OpenRAIL-M — same as the SDXL base model. Commercial use permitted under the license terms.
Common Errors and Fixes
Error | Cause | Fix | Source
|-------|-------|-----|--------
Icons look photographic or 3D | Weight too high or wrong base model | Use weight 0.7–0.8 on SDXL Base 1.0 only | HF model card Inconsistent corner radius / style | Prompt too complex | Simplify prompt; use only icredm + 1–2 style tags | Author notes Blurry / low detail | Resolution too low | Generate at 1024×1024 native SDXL resolution | HF model card
FAQ
Q: Is this the same as the IconsRedmond on Civitai? A: No. The Civitai model (ID 206191) is Icons.Redmond 1.5V for SD 1.5 (LiberteRedmond). This HF model is for SDXL.
Q: What's the difference between V1 and V2? A: V2 (separate HF repo) has further training improvements. V1 is the original release documented here.
Q: Can I use this commercially? A: Yes, under CreativeML OpenRAIL-M — same license as SDXL Base.
Q: Does it work with SD 1.5 or Pony Diffusion? A: No. It's trained specifically for SDXL Base 1.0.
Sources
- Hugging Face model card: https://huggingface.co/artificialguybr/IconsRedmond-IconsLoraForSDXL
- Civitai page (SD 1.5 variant): https://civitai.com/models/206191
- Author's demo space: https://huggingface.co/spaces/artificialguybr/artificialguybr-demo-lora
- Redmond.AI (GPU sponsor): https://redmond.ai/