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First model version
Browse files- .gitattributes +1 -0
- README.md +25 -3
- comparison.jpg +3 -0
- controlllite_xl_pd_canny_alpha_helloworld_012.safetensors +3 -0
- controlllite_xl_pd_canny_alpha_helloworld_014.safetensors +3 -0
- controlllite_xl_pd_canny_alpha_helloworld_016.safetensors +3 -0
- controlllite_xl_pd_canny_alpha_helloworld_018.safetensors +3 -0
- controlllite_xl_pd_canny_alpha_helloworld_020.safetensors +3 -0
- controlllite_xl_pd_canny_alpha_sdxl_012.safetensors +3 -0
- controlllite_xl_pd_canny_alpha_sdxl_015.safetensors +3 -0
- controlllite_xl_pd_canny_alpha_sdxl_018.safetensors +3 -0
- controlllite_xl_pd_canny_alpha_sdxl_019.safetensors +3 -0
- controlllite_xl_pd_canny_alpha_sdxl_020.safetensors +3 -0
.gitattributes
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README.md
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# ControlNet LLLite PD Alpha
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### Overview
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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.
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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.
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**This model is just an experiment and is not yet stable.**
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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.
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Here are some comparisons with other models:
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![comparison](comparison.jpg)
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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.
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### Naming Rule
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controlllite_xl_pd_canny_alpha_sdxl_020.safetensors
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- sdxl: base model
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- 020: num of epoch
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comparison.jpg
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