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license: cc-by-nc-nd-4.0
base_model:
- black-forest-labs/FLUX.2-klein-base-9B
library_name: diffusers
---
## Overview
This LoRA is published **exclusively for debugging and evaluation purposes**,
to investigate a potential LoRA strength scaling issue in ComfyUI.
## Test Prompt
```text
evospazio, SUV, front three-quarter view, full vehicle in frame,
correct proportions, standard wheelbase,
clean studio lighting, neutral background
```
### 3️⃣ Reference image (training dataset)
## Training Reference Image
The following image is taken directly from the training dataset and shows
the intended vehicle geometry and proportions learned by the LoRA.
## Inference Comparison
The images below were generated using the **same prompt, seed, sampler, steps,
CFG, resolution, and LoRA strength**.
## Strenght 1.0
Base model generation
Distilled model generation
## Strenght 3.0
Base model generation
Distilled model generation
At LoRA strength = 1.0 the trained vehicle geometry is barely visible.
Only at strength ≈ 3.0 does the result match the training reference.
## Usage Notice
This LoRA is published **solely for debugging and evaluation purposes**
in the context of ComfyUI and related tooling.
Commercial use, redistribution, fine-tuning, merging, or derivative works
are **not permitted**.
If you need to test this model for debugging purposes, you may do so,
but the generated outputs must not be used commercially.
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