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Isometric Redmond LoRA for FLUX.2-klein-9B: Consistent Isometric Illustrations

Generate clean isometric illustrations with FLUX.2-klein-9B using the Isometric Redmond LoRA. Trigger words, settings, and examples.

2 sources cited Fixing things

On this page

  1. What This Model Does
  2. Trigger Words
  3. Recommended Settings
  4. How It Was Trained
  5. Example Outputs
  6. Common Errors and Fixes
  7. FAQ
  8. Sources

Isometric Redmond LoRA for FLUX.2-klein-9B

TL;DR

What This Model Does

Isometric Redmond is a Low-Rank Adaptation (LoRA) trained on top of Black Forest Labs' FLUX.2-klein-9B base model. It specializes in generating isometric illustration-style images — the kind used in technical documentation, game assets, architectural visualization, and infographic design.

The model was trained by ArtificialGuyBR using GPU compute sponsored by Redmond.AI. It learns a clean, consistent isometric projection (30-degree angle) with a warm, muted color palette ranging from cream/beige to terracotta/orange tones.

Isometric illustration example showing architectural scene with warm beige tones

Trigger Words

Include either (or both) of these tokens in your prompt:

Example prompt:

ISOMETRIC, ISOMETRICREDM, isometric view of a modern coffee shop interior, warm lighting, clean lines, detailed furniture, cozy atmosphere

Parameter | Recommendation

|---|---

Base Model | FLUX.2-klein-9B (black-forest-labs/FLUX.2-klein-9B) Interface | ComfyUI (recommended by author) LoRA Weight | 0.8–1.0 (start at 1.0) Resolution | 1024×1024 (native FLUX) Steps | 20–30 CFG / Guidance | 1.0–3.5 (FLUX default) Sampler | euler / dpmpp_2m The LoRA file is ~81 MB in Safetensors format. Load it via your ComfyUI Load LoRA node or equivalent.

Warm-toned isometric scene with orange/brown palette showing building exterior

How It Was Trained

The Civitai page also lists ZImageTurbo and Qwen Image as compatible base models, suggesting the LoRA may transfer to other FLUX-family checkpoints, though FLUX.2-klein-9B is the primary target.

Example Outputs

Sample generations show:

  1. Architectural interiors — clean room layouts with consistent perspective
  2. Building exteriors — structured facades with warm material tones
  3. Environmental scenes — parks, streets, plazas in isometric projection

All samples share a coherent visual language: soft shadows, minimal line weight variation, and a restricted palette that keeps the style unified across diverse subjects.

Light grayscale isometric scene showing clean technical illustration style

Common Errors and Fixes

Error | Cause | Fix | Source

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

Style not activating | Missing trigger words | Add ISOMETRIC and/or ISOMETRICREDM to prompt | HF README Wrong base model | Using non-FLUX checkpoint | Load FLUX.2-klein-9B or compatible FLUX variant | Model tags LoRA not loading | Wrong file format | Ensure .safetensors file, not .pt or .bin | Civitai page Overcooked look | LoRA weight too high | Reduce weight to 0.7–0.8 | Community feedback

FAQ

Q: Can I use this with FLUX.1-dev or FLUX.1-schnell? A: The LoRA targets FLUX.2-klein-9B specifically. It may work on other FLUX checkpoints with reduced fidelity — test at weight 0.7 first.

Q: Is commercial use allowed? A: Yes, Apache 2.0 license permits commercial use, modification, and distribution.

Q: Does it work in Automatic1111 / WebUI Forge? A: Yes, any UI that supports FLUX LoRAs can load the Safetensors file. ComfyUI is recommended by the author for best results.

Q: What resolution should I generate at? A: 1024×1024 (FLUX native). Higher resolutions via upscaling.

Q: Are there multiple versions? A: Civitai shows v1.0 for ZImageTurbo, Qwen Image, and Flux klein 9b — these are separate LoRA files per base model. The HF repo hosts the Flux klein 9b version.

Sources