Stable Diffusion AI Deforum 0.6 notebook With 2.0 support With prompt samples Demo of 2.1 model

The speaker introduces a new version of deformed diffusion for stable diffusion, highlighting its 2.0 support and noting that it may break previous notebook versions. They provide a quick solution for users to get their notebook up and running again by posting a link to a new notebook. The speaker also mentions a disclaimer about the requirements for using the 2.0 model, which includes needing Google Collab Pro or Pro Plus due to its higher memory demands. They share their experience of testing the model with standard memory and its limitations, and hint at potential future updates if a solution is found. The speaker then transitions to discussing the 2.1 model, which they find superior to the 2.0, and shares their experience with its capabilities and improvements.

The speaker provides instructions on downloading and using the 2.1 model, emphasizing its advantages over the 2.0 model. They guide the user through the process of uploading the model to their drive and adjusting settings in the notebook to use the 2.1 model. The speaker explains the changes they made to the notebook configuration and how to select the appropriate model for use. They also discuss the prompt creation process for the 2.1 model, mentioning the use of a clip interrogator to convert prompts from the 1.5 model. The speaker shares their experience with different samplers and their effects on the output images, highlighting the 2.1 model's ability to handle various image styles and resolutions.

The speaker delves into the exploration of creative prompts and the use of different samplers with the 2.1 model. They demonstrate how to generate images using various prompts and discuss the impact of different samplers on the final output. The speaker shares their personal preferences for certain samplers and the types of images they produce. They also touch on the model's ability to handle widescreen images and its rendering speed. The speaker provides insights into their prompt creation process, mentioning the use of the Euler model for faster rendering and the ancestral model for more realistic images. They conclude by showing how the 2.1 model can produce both artistic and photorealistic images, depending on the user's preferences and prompt choices.

The speaker compares the 2.0 and 1.5 models, discussing their individual strengths and weaknesses. They explain that while the 2.0 model produces cleaner images, they still prefer the 1.5 model for certain types of scenes. The speaker emphasizes that both models are valuable tools and that they approach them as such, using each for different purposes. They also discuss the importance of adjusting the steps and scale when increasing the resolution for better image quality. The speaker shares their experience with creating prompts for the 2.0 model and their process of modifying prompts from the 1.5 model. They demonstrate the 2.0 model's capability to produce artistic images and reiterate that it's about the user's choice of prompt and desired outcome.

The speaker conducts an experiment to test the 2.0 model's performance with high-resolution images. They share their process of increasing the image resolution and adjusting the steps and scale for optimal results. The speaker discusses the model's ability to handle higher resolutions and its impact on the rendering speed and image quality. They also compare different samplers and their suitability for various prompts, providing insights into how different settings can affect the final output. The speaker emphasizes the importance of understanding the credit system in Google Collab Pro and how it allows for extensive use with minimal costs. They conclude by reiterating the flexibility and potential of the 2.0 model for creating a wide range of image styles.

The speaker concludes the video by summarizing the main points discussed and the demonstration of using the 2.0 and 2.1 models. They address the issue of broken notebooks and provide a solution by recommending the new notebook for users to continue their work. The speaker expresses their intention to continue refining their prompt creation process and shares their plans to release weekly prompts for YouTube channel members and the broader community. They encourage viewers to explore the capabilities of the 2.0 and 2.1 models and to use them as additional tools in their creative toolbox.