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---
license: cc-by-nc-4.0
tags:
- stable-diffusion-xl
- controlnet
- controlnet-lllite
---
# ControlNet LLLite XL PD Canny Alpha

### Overview

ControlNet-LLLite Weights trained on [stabilityai/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) and [LEOSAM's HelloWorld XL](https://civitai.com/models/43977/leosams-helloworld-xl) with canny conditioning.

This model was trained to generate product photography images with a pure white background. You can use it with prompt words like 'pure white background', 'plain white background' to generate product photography style images with a fairly stable white background. 

**This model is just an experiment and is not yet stable.**

The generated results seems can be significantly influenced by the base model. This might be due to the fact that 'white background' is a common prompt word. As a result, it is not recommended to choose models other than [stabilityai/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) and [LEOSAM's HelloWorld XL](https://civitai.com/models/43977/leosams-helloworld-xl) as the base model, to ensure better results.

Here are some comparisons with other models:

![comparison](comparison.jpg)

Compared to other models including [stabilityai/control-lora](https://huggingface.co/stabilityai/control-lora), [diffusers/controlnet-canny-sdxl-1.0](https://huggingface.co/diffusers/controlnet-canny-sdxl-1.0), and [kohya-ss/controlnet-lllite](https://huggingface.co/kohya-ss/controlnet-lllite), our model tends to generate images with pure white backgrounds under studio lighting conditions. Among them, [diffusers/controlnet-canny-sdxl-1.0](https://huggingface.co/diffusers/controlnet-canny-sdxl-1.0) has the best control ability. [stabilityai/control-lora](https://huggingface.co/stabilityai/control-lora) and [kohya-ss/controlnet-lllite](https://huggingface.co/kohya-ss/controlnet-lllite) each have their unique characteristics in terms of style and control. Users can choose according to their specific needs.

### Naming Rule

controlllite_xl_pd_canny_alpha_sdxl_020.safetensors

- sdxl: base model
- 020: num of epoch