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Stable Diffusion XL (SDXL) was proposed in SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis by Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, and Robin Rombach.
Experience unparalleled image generation capabilities with SDXL Turbo and Stable Diffusion XL. Our models use shorter prompts and generate descriptive images with enhanced composition and realistic aesthetics.
Stable Diffusion XL (SDXL) is a powerful text-to-image generation model that iterates on the previous Stable Diffusion models in three key ways: the UNet is 3x larger and SDXL combines a second text encoder (OpenCLIP ViT-bigG/14) with the original text encoder to significantly increase the number of parameters.
To load an ONNX model and run inference with ONNX Runtime, you need to replace StableDiffusionXLPipeline with Optimum ORTStableDiffusionXLPipeline. In case you want to load a PyTorch model and convert it to the ONNX format on-the-fly, you can set export=True.
Stable Diffusion XL. Stable Diffusion XL (SDXL) is a powerful text-to-image generation model that iterates on the previous Stable Diffusion models in three key ways: This guide will show you how to use SDXL for text-to-image, image-to-image, and inpainting.
Stable Diffusion XL (SDXL) is an open-source diffusion model, the long waited upgrade to Stable Diffusion v2.1. It is created by Stability AI. It has a base resolution of 1024x1024 pixels. It’s significantly better than previous Stable Diffusion models at realism.
Dec 24, 2023 · Stable Diffusion XL (SDXL) is a powerful text-to-image generation model. Compared to Stable Diffusion V1 and V2, Stable Diffusion XL has made the following optimizations: Improvements have been made to the U-Net, VAE, and CLIP Text Encoder components of Stable Diffusion. The UNext is 3x larger.
Stable Diffusion XL ( SDXL), is the latest AI image generation model that can generate realistic faces, legible text within the images, and better image composition, all while using shorter and simpler prompts.
New stable diffusion model (Stable Diffusion 2.0-v) at 768x768 resolution. Same number of parameters in the U-Net as 1.5, but uses OpenCLIP-ViT/H as the text encoder and is trained from scratch. SD 2.0-v is a so-called v-prediction model.
Jul 26, 2023 · SDXL 1.0 is the flagship image model from Stability AI and the best open model for image generation. We’ve tested it against various other models, and the results are conclusive - people prefer images generated by SDXL 1.0 over other open models.
