Stable Diffusion 3 Yeni, April 29, 2024April 29, 2024 This week, Stable Diffusion community has been buzzing with the release of Stable Diffusion 3 API. Just what is exactly difference between the previous model and SD 3? We’ll deep dive into this blog post! What is Stable Diffusion 3? Stable Diffusion 3 (SD3) is an advanced text-to-image generation model developed by Stability AI. Leveraging a latent diffusion approach and a Multimodal Diffusion Transformer architecture, SD3 generates high-quality images from textual descriptions. SD3 demonstrates superior performance compared to state-of-the-art text-to-image generation systems such as DALL·E 3, Midjourney v6, and Ideogram v1. On human preference evaluations, it has shown advancements in typography and prompt adherence, setting a new standard in text-to-image generation. Performance SD 3 demonstrates impressive speed, capable of producing a 1024×1024 image with 50 steps in under 35 seconds on an Nvidia RTX 4090 GPU with 24GB vRAM. Due to its substantial size, it necessitates enhanced GPU compute for expedited image generation. Sampling Stability AI has devoted significant attention to refining its sampling techniques in enhancing efficiency and quality. Through meticulous experimentation, they have identified a noise schedule that focuses on the midpoint of the path, resulting in higher-quality image outputs. Leveraging Rectified Flow Sampling, Stable Diffusion 3 successfully transforms from noisy to clear images, currently representing the optimal approach. Improved Text Generation A notable advancement of Stable Diffusion 3 lies in its ability to generate coherent, lengthy texts within images, a capability lacking in its predecessors. This model offers vastly superior text rendering capabilities overall. SD 3 Text Encoder Stable Diffusion 3 features three encoders, a notable increase compared to its predecessors. These include CLIP l/14, OpenCLIP bigG/14, and T5-v1.1 XXL. Enhanced Safety Measures In response to concerns regarding inappropriate image generation, Stability AI has prioritized safety by completely eliminating the generation of NSFW images in its latest model, Stable Diffusion. How to access SD 3? After a period of preview accessible through Stability website, Stability has opened access to SD 3 through API access. However, these are not freely available. First, you need to have an account at Stability and it uses a credit system. DiffusionHub currently does not support SD 3. However, fret not, AI development is progressing each day and we will update users when we support this model. Share on FacebookPost on XFollow usSave Uncategorized Image Generation
Uncategorized Guide to Deforum in Automatic1111 March 7, 2024March 7, 2024 Content What is Deforum? Deforum is one of the tools in Stable Diffusion to create animation. It use Stable Diffusion’s image-to-image function to generate a series of images, which are then stitched together to form the video. Furthermore, Deforum makes minor changes to an image frame and then uses the… Read More
Automatic1111 Fix Hands in Stable Diffusion March 25, 2024March 22, 2024 Creating beautiful realistic images using AI can often be challenging. Hands and fingers anatomy sometimes can be wonky, which has been a general complaint across AI image generators. Thankfully, the Stable Diffusion community is quick to respond to this problem by developing a new controlNet that can fix 90% of… Read More
Uncategorized Stable Cascade February 21, 2024 Introduction of Stable Cascade Stable Diffusion has come a long way to be an open-sourced AI Image generator in the market. We all know that image generated by AI often has flaws, particularly in Stable Diffusion, with its famous deformed human organs with three fingers or misplaced eyes, not-so-perfect added… Read More