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StickersRedmond SD 2.1 LoRA - Sticker Style Generation

LoRA for Freedom Redmond SD 2.1 generating glossy stickers on white backgrounds. Trigger words, recommended settings, and usage guide.

2 sources cited Training LoRAs

On this page

  1. What This Model Does
  2. Trigger Words
  3. How to Use
  4. Recommended Settings
  5. Common Errors and Fixes
  6. FAQ
  7. Sources

StickersRedmond SD 2.1 LoRA — Glossy Sticker-Style Art

TL;DR

What This Model Does

StickersRedmond is a LoRA (Low-Rank Adaptation) fine-tuned on Freedom Redmond SD 2.1, a popular fine-tune of Stable Diffusion 2.1. The author, ArtificialGuyBR, trained it on a curated dataset of sticker artwork with GPU compute sponsored by Redmond.AI.

The result is a specialized adapter that biases SD 2.1 toward a glossy, die-cut sticker aesthetic: bold saturated colors, sharp clean outlines, and a consistent white background — exactly what you'd expect from physical sticker sheets.

Example sticker output showing glossy style with white background

Trigger Words

Use these in your prompt to activate the LoRA style:

The instance prompt used during training was Sticker, Stickers. Include one or both for best results.

How to Use

Automatic1111 WebUI

  1. Place StickersRedmond.safetensors in models/Lora/
  2. Add <lora:StickersRedmond:0.8> to your prompt (adjust weight 0.6-1.0)
  3. Include trigger word: Sticker, cute cat, white background

ComfyUI

diffusers (Python)

from diffusers import StableDiffusionPipeline
import torch

pipe = StableDiffusionPipeline.from_pretrained(
    "runwayml/stable-diffusion-v2-1",
    torch_dtype=torch.float16
).to("cuda")
pipe.load_lora_weights("artificialguybr/StickersRedmond")

image = pipe("Sticker, cute robot, white background", num_inference_steps=30).images[0]

Parameter | Value

|---|---

Base Model | Freedom Redmond SD 2.1 (or SD 2.1 base) LoRA Weight | 0.6 - 1.0 Resolution | 768x768 (SD 2.1 native) Sampler | DPM++ 2M Karras / Euler a Steps | 20 - 30 CFG Scale | 7 - 9 Another sticker example showing character consistency

Common Errors and Fixes

Error | Cause | Fix

|---|---|---

Weak sticker style | LoRA weight too low | Increase to 0.8-1.0 Dirty background | Missing trigger word | Add Sticker or Stickers to prompt Oversaturated colors | CFG too high | Lower CFG to 7-8 Model not loading | Wrong base model | Use Freedom Redmond SD 2.1 or SD 2.1 base

FAQ

Q: Does this work with SDXL? A: No, this LoRA is trained specifically for SD 2.1 (Freedom Redmond). For SDXL, use the StickersRedmond SDXL variant.

Q: What license applies? A: CreativeML OpenRAIL-M, inherited from the Stable Diffusion 2.1 base model.

Q: Can I use this commercially? A: Yes, under the CreativeML OpenRAIL-M license terms — see the license for details.

Q: Why are my stickers not on white backgrounds? A: Ensure you're using the trigger words Sticker or Stickers. The model was trained with white backgrounds as part of the sticker aesthetic.

Sources