Rubbrband Integrations

DALL*E 3 is a system that understands nuance and details better than previous systems. This allows you to translate your ideas easily into images with exceptional accuracy. Modern text-to image systems tend to ignore words and descriptions, forcing the user to learn prompt engineering. DALL*E 3 is a significant leap forward in terms of our ability to produce images that adhere exactly to the text provided. DALL*E 3 is a significant improvement over DALL*E 2, even with the same prompt. DALL*E 3 was built on ChatGPT. This allows you to use ChatGPT both as a brainstorming tool and to refine your prompts. Ask ChatGPT to show you anything from a simple phrase to a detailed sentence. ChatGPT will generate detailed, tailored prompts for DALL*E 3, based on your idea. ChatGPT can be asked to tweak an image if you don't like it.

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DALL*E 2 can create realistic, original images and art from text descriptions. It can combine concepts and attributes. DALL*E2 can create new compositions by expanding images beyond what is on the original canvas. DALL*E 2 can edit existing images using a natural language caption. It can add or remove elements, while also taking into account shadows, reflections, textures, and other details. DALL*E 2 can understand the relationship between images, and the text that describes them. DALL*E 2 uses a process called "diffusion," where it starts with a pattern made up of random dots and then alters that pattern to create an image when it recognizes certain aspects of the image. Users cannot generate violent, political, or adult content according to our content policy. If our filters detect text prompts or image uploads that might violate our policies, we won't generate images. To guard against misuse, we have both automated and human monitoring systems.

We have all been overwhelmed by the response over the past few weeks and have been hard at work to ensure a safe release. We have incorporated data from our beta models and community for developers to use. HuggingFace's tireless legal, technology and ethics teams and CoreWeave's brilliant engineers worked together. An AI-based Safety Classifier has been developed and is included as a default feature in the overall software package. This can understand concepts and other factors over generations to remove outputs that are not desired by the model user. This can be easily adjusted, and we welcome suggestions from the community on how to improve it. Although image generation models are powerful, we still need to improve our understanding of how to best represent what we want.