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With the release of StreamDiffusion0.3.0 arrives IP-Adapters, a new way to stylize real-time outputs. IP-Adapters let you supply an image (or folder of images) that the model uses as style, tone, or visual influence while still responding to your text prompt. They work alongside your regular prompts, ControlNets, and Step Schedules to give StreamDiffusion a stronger sense of artistic direction. With IP-Adapters, users can add another layer of control when prompting. Instead of relying solely on text to describe both the style and the subject, you can split the work:
use your text prompt to define the overall aesthetic, and use the IP-Adapter image to provide the character or visual identity. IP Adapters Compressed Gi For example:
  • Text Prompt: “Low Polygon Render” (defines the base style)
  • IP-Adapter Image: A photo of a mystical galaxy (defines the color composition, line work, small details)
This combination produces outputs that maintain the style you want while carrying the personality or identity of the reference image.