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Fine-tune image generation parameters for improved output in ComfyUI-TinyBreaker suite.
The SetImageTweaks __TinyBreaker node is designed to fine-tune image generation parameters, allowing for subtle yet impactful improvements in the final image output. This node is part of the ComfyUI-TinyBreaker suite, which leverages the hybrid capabilities of the TinyBreaker model, combining the strengths of PixArt and SD. By adjusting specific parameters, this node enables you to refine the image generation process, enhancing details and adherence to prompts while maintaining creative flexibility. Its primary goal is to provide a user-friendly interface for artists to experiment with and optimize image generation settings, resulting in more polished and visually appealing images.
The genparams
parameter represents the generation parameters that you wish to update. It serves as the foundation for the image generation process, and any tweaks applied will modify these parameters to achieve the desired image enhancements. This parameter is crucial as it dictates the initial settings that the node will refine.
The variant
parameter allows you to select different versions of the same image, providing flexibility in the creative process. It is an integer value with a default of 1, and it can range from 1 to a very large number (0xffffffffffffffff). By choosing different variants, you can explore various interpretations and styles of the generated image.
The detail
parameter determines the level of detail in the final image, as influenced by the refiner. It is a string value that corresponds to predefined levels of detail, which are mapped to specific step factors. The default value is set to DEFAULT_DETAIL_LEVEL
, and it allows you to control how intricate and refined the image appears.
The cfg_adjust
parameter is a float that modifies the classifier-free guidance value. Positive values increase adherence to the prompt, making the image more aligned with the initial input, while negative values allow for greater model freedom, potentially leading to more creative and unexpected results. The default value is 0.0, with a range from -4.0 to 4.0, and adjustments can be made in increments of 0.2.
The genparams
output parameter provides the updated generation parameters with the applied tweaks. This output is essential for chaining to other nodes that utilize generation parameters, allowing for a seamless workflow in the image creation process. By examining this output, you can understand how the tweaks have influenced the image generation settings and use it to further refine or build upon your work.
cfg_adjust
parameter to find the right balance between prompt adherence and creative freedom. A slight positive adjustment can enhance the image's alignment with your vision, while a negative adjustment can introduce unique artistic elements.variant
parameter to explore different versions of your image. This can be particularly useful when you want to compare multiple styles or interpretations before finalizing your artwork.variant
valuevariant
parameter must be an integer within the specified range. If an invalid value is provided, the node may not function correctly.variant
value is an integer between 1 and 0xffffffffffffffff. Double-check your input to confirm it falls within this range.detail
leveldetail
parameter must correspond to a valid level defined in the node's settings. An unsupported value can lead to errors in the image refinement process.detail
value matches one of the predefined levels available in the node. Refer to the list of valid detail levels and select an appropriate option.RunComfy is the premier ComfyUI platform, offering ComfyUI online environment and services, along with ComfyUI workflows featuring stunning visuals. RunComfy also provides AI Playground, enabling artists to harness the latest AI tools to create incredible art.