Shypd.aiThe largest open index of AI toolsSliders is an AI tool that provides concept sliders for precise control of diffusion models. It uses LoRA adaptors to manipulate specific concepts within generated images, offering fine-tuned customization.
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Sliders is an official code implementation of "Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models," presented at ECCV 2024. This project enables users to precisely control diffusion models through concept sliders, which are LoRA adaptors. It allows for fine-tuning image generation by manipulating specific concepts, such as age or eye size, within the generated output. The tool supports training sliders for both SD-1.x/2.x and SD-XL models, and even includes experimental support for FLUX-1 models. Users can train both textual and visual concept sliders, and there's an option to use GPT-4 for prompt creation. Additionally, it supports editing real images using null inversion and offers a local Gradio demo for inference.
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