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Stickers LoRA for Flux Klein 9B - Glossy Sticker Style

LoRA for FLUX.2-Klein-9B generating glossy vibrant stickers on white. Trigger words, ComfyUI setup, and recommended settings.

2 sources cited Training LoRAs

On this page

  1. What It Does
  2. Trigger Words
  3. How to Use
  4. Recommended Settings
  5. Training Data & Licensing
  6. Related Style LoRAs
  7. Common Errors and Fixes
  8. FAQ
  9. Sources

Stickers LoRA for Flux Klein 9B — Glossy Sticker-Style Art

TL;DR

What It Does

STICKERS REDMOND FLUX KLEIN 9B is a LoRA fine-tune for black-forest-labs/FLUX.2-klein-9B that shifts generation toward glossy sticker artwork. Where vanilla FLUX produces general purpose renders, this adapter steers output toward the die-cut sticker look: saturated colours, clean outlines, and a consistent white background — the format you'd expect from a sticker sheet or messenger pack.

The model card reports a high capacity to generate sticker-style artwork with excellent consistency, and the sample gallery (1024x1024 renders) shows sharp subjects on flat white backdrops with a glossy finish.

Glossy sticker-style sample on white background

Trigger Words

Both are listed in the model card's instance_prompt: "Sticker, Stickers". Including them in your prompt activates the style; omitting them weakens the sticker effect.

How to Use

  1. Download the LoRA from the Hugging Face Files & versions tab.
  2. Place it in models/LoRA/.
  3. Load FLUX.2-Klein-9B as your base model.
  4. Add the LoRA Load node → set strength ~0.8-1.0 for the strongest sticker look.
  5. Include Sticker in your prompt.

diffusers / A1111

Point your LoRA loader at the file with the FLUX.2-Klein-9B checkpoint; the same trigger words apply.

Parameter | Value

|---|---

Base model | black-forest-labs/FLUX.2-klein-9B LoRA strength | 0.6-1.0 (0.8-1.0 for strongest effect) Trigger words | Sticker, Stickers Resolution | 1024x1024 (native output in sample gallery) Keep strength moderate — very high weights can oversaturate colours and soften the glossy finish. The LoRA targets the die-cut sticker look, so simple subject prompts are enough; you don't need heavy style descriptors.

Second sticker-style sample

Training Data & Licensing

Trained on a curated dataset of high-quality sticker images. GPU time was provided by Redmond.AI. Licensed under Apache License 2.0 — permissive for commercial and personal use in line with the base FLUX.2 terms.

ArtificialGuyBR publishes several style adapters on the same Redmond/FLUX line. If sticker-style output is close but not what you need, see the coloring-book line-art LoRA, the pixel-art LoRA, or the sticker LoRA for Z-Image Turbo.

Common Errors and Fixes

Error | Cause | Fix | Source

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

No sticker look | Trigger word missing | Add Sticker / Stickers to prompt | Model card Washed-out colours | LoRA strength too low | Raise to 0.8-1.0 | Community usage Wrong base model | Used non-FLUX base | Use black-forest-labs/FLUX.2-klein-9B | Model card

FAQ

Q: Can I use this LoRA with SDXL? A: Not intended. It's trained specifically on FLUX.2-klein-9B. Use that base model.

Q: Is the model free to use commercially? A: Apache License 2.0 — permissive. Verify the base FLUX.2 license terms for the checkpoint separately.

Q: Civitai page is rate-limited, where else can I download it? A: Fetch the LoRA from the Hugging Face repo; the same weights are mirrored there.

Sources