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Stable Diffusion

Latent diffusion models (LDMs) are a type of image generation technique that work by iteratively "de-noising" data in a latent representation space, and then decoding the representation into a full image. This is in contrast to other popular image synthesis methods such as generative adversarial networks (GANs) and the auto-regressive technique used by DALL-E. The Stable Diffusion model is created by a collaboration between engineers and researchers from CompVis, Stability AI, and LAION and released under a Creative ML OpenRAIL-M license, wich means that it can be used for commercial and non-commercial purposes.

The release of this file is the culmination of many hours of collective effort to compress the visual information of humanity into a few gigabytes. Furthermore, the model also supports image-to-image style transfer, as well as upscaling and generating an images from a simple sketch. Included is also an AI-based Safty Classifier, which understands concepts and other factors in generations to remove outputs that may not be desired by the model user.

Relese dateAugust 22, 2022
Research Paper
TypeDeep learning text to image model

Stable diffusion Tutorials

Knowledge Base

Find out how it is working!

  • Research Paper The Stable Diffusion paper describes the model and its training process in detail.
  • Stable Diffusion Demo You can play around with Stable Diffusion on Hugging Face
  • GitHub Repository Visit the Stable Diffusion v2 repository on GitHub
  • dreamstudio Online stable diffusion interface with a lot of optional configurations


There are plenty of Stable Diffusion models, which are taiolred to deliver various art styles, animation styles and more. We encourage you to experiment with many of them and choose the one which you like the most. Here are some of the finest ones:


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Stable Diffusion AI technology page Hackathon projects

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Mission: To democratize access to reliable medical information and public health education through advanced, multilingual, and multimodal technology. Vision: To become a global leader in providing accessible, accurate, and immediate medical guidance and health education, bridging language and accessibility barriers. Overview: MultiMed is an innovative company operating at the intersection of health technology and educational technology. It specializes in developing advanced software solutions focused on medical Q&A, public health information, and sanitation education. The company's flagship product is the MultiMed app, a highly accessible and multilingual platform designed to provide accurate medical information and public health education to a diverse global audience. Target Audience: Individuals seeking welness in life. Non-native English speakers requiring welness information in their native language. People with disabilities who benefit from multimodal input and output options. Educational institutions and public health organizations looking for a tool to aid in health education. Healthcare professionals seeking a tool for patient education and engagement. Impact and Social Responsibility: MultiMed is committed to social responsibility, focusing on reaching underserved communities and contributing to global health education. The company collaborates with health organizations and NGOs to ensure that accurate and vital health information is accessible to all, regardless of their location, language, or socio-economic status. Future Developments: MultiMed plans to integrate more languages and dialects, expand its database to cover more specialized medical fields, and collaborate with global health experts to enhance the accuracy and relevance of its content. Additionally, the company is exploring the integration of augmented reality (AR) for more interactive health education.



Summerize is an innovative web application designed to facilitate efficient and structured information retrieval from online articles. With the primary goal of aiding students, researchers, and professionals in optimizing their research endeavors, Summerize offers the capability to extract essential content from web articles effortlessly. Incorporating a user-friendly interface, Summerize simplifies the process of obtaining article summaries. Users can input the URL of the desired article into the designated field on our platform. Upon clicking the "Summarize" button, Summerize employs advanced algorithms to swiftly distill the principal points, key insights, and critical takeaways from the article, presenting the user with a clear and coherent textual summary. Moreover, Summerize distinguishes itself by not only generating textual summaries but also by providing pertinent image prompts. Recognizing the significance of visual aids in presentations and research, the platform offers users the option to access relevant images extracted from the article. This feature enhances the quality and impact of presentations, ensuring that information is conveyed comprehensively and effectively. In summary, Summerize is a powerful tool that empowers users to streamline their research processes, save time, and enhance the quality of their academic and professional work. By continually refining its capabilities and expanding its offerings, Summerize aspires to become an indispensable resource for individuals seeking to navigate the complexities of online content with ease and efficiency.