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

The paragraph discusses the release of a new version of deformed diffusion for stable diffusion, which introduces support for 2.0. The speaker explains that while the update breaks previous notebook versions, a fresh copy of the new notebook is provided in the video. A disclaimer is issued, noting that to use the 2.0 model, one requires either Google Collab Pro or Pro Plus due to the increased memory demands. The speaker also mentions the 2.1 model, which has improved upon the 2.0 by fixing issues with portrait generation and other features. The paragraph ends with a brief mention of sharing prompts on the speaker's YouTube channel.

This section provides instructions on downloading and using the 2.1 model, which the speaker prefers over the 2.0 model. The speaker guides the viewer through the process of uploading the 2.1 model to their drive and using it in the notebook by selecting the custom model option. The speaker emphasizes the need to upload the model before running the notebook if using the 2.1 version. The paragraph also touches on the speaker's experience with the 2.0 and 2.1 models, noting that while the 2.0 model is different from 1.5, it is not necessarily better, just different. The speaker shares their method of creating prompts in 1.5 and then converting them for use with the 2.1 model using a clip interrogator.

The speaker demonstrates the use of various prompts and samplers with the new 2.1 model. They show how different samplers can affect the realism and artistic style of the generated images, and discuss the trade-off between image quality and rendering speed. The speaker also shares their personal preferences for certain samplers and the types of images they produce. The paragraph includes a live demonstration of generating images using different prompts and samplers, highlighting the versatility of the 2.1 model in creating both realistic and artistic outputs.

The speaker compares the 2.0 and 1.5 models, noting that while the 2.0 model excels at rendering clean images, the 1.5 model is preferred for certain types of scenes. The speaker emphasizes that both models have their uses and are like different tools in a toolbox. They demonstrate how the 2.0 model can still produce artistic images, despite its focus on realism. The speaker also discusses the importance of using appropriate prompts and samplers to achieve desired results with the 2.0 model.

The speaker tests the 2.0 model's capability to handle high-resolution image generation, pushing the limits by attempting a 1024 by 768 image. They discuss the impact of resolution on rendering time and cost, and demonstrate that the model can handle such large resolutions without crashing. The speaker also shares their excitement about the model's ability to render widescreen images and their plans to create more videos in this format. The paragraph concludes with the speaker's intention to continue experimenting with different prompts and models.

In the concluding paragraph, the speaker wraps up the demonstration by summarizing the key points discussed in the video. They reiterate the process of using the new 2.0 and 2.1 models, the importance of selecting the right prompts and samplers, and the flexibility of these models in image generation. The speaker also mentions their plans to release weekly prompts for their YouTube channel members and the general public, and encourages viewers to explore the new models and create their own content.