ComfyUI Node: FLUX 1.1 [ultra] Finetuned

FLUX 1.1 [ultra] Finetuned:

FLUX 1.1 [ultra] Finetuned is a sophisticated node designed to enhance the capabilities of AI art generation by leveraging advanced fine-tuning techniques. This node is part of the FLUX series, known for its high-quality image synthesis and adaptability to various artistic styles. The "ultra" designation indicates its superior performance in generating detailed and nuanced images, while the "finetuned" aspect highlights its ability to refine outputs based on specific user inputs and preferences. This node is particularly beneficial for artists seeking to create highly customized and intricate artworks, as it allows for precise control over the creative process. By integrating fine-tuning capabilities, FLUX 1.1 [ultra] Finetuned offers enhanced flexibility and creativity, enabling users to achieve their desired artistic vision with greater accuracy and detail.

FLUX 1.1 [ultra] Finetuned Input Parameters:

prompt

The prompt parameter is a required input that serves as the textual description or concept you wish to visualize. It guides the AI in generating an image that aligns with the provided description. This parameter supports multiline input, allowing for detailed and complex prompts that can significantly influence the final output.

finetune_id

The finetune_id is a required string parameter that identifies the specific fine-tuning model to be used. This ID ensures that the node applies the correct fine-tuning adjustments to the generated image, aligning it with the desired style or characteristics.

finetune_strength

The finetune_strength is an optional float parameter that controls the intensity of the fine-tuning effect. It ranges from 0.0 to 2.0, with a default value of 1.2. Adjusting this parameter allows you to modulate how strongly the fine-tuning influences the image, providing flexibility in achieving the desired artistic effect.

image_prompt

The image_prompt is an optional parameter that allows you to provide an image as a reference or inspiration for the generated output. This can help guide the AI in creating an image that closely resembles or complements the provided visual input.

aspect_ratio

The aspect_ratio is an optional string parameter that defines the proportions of the generated image. The default value is "1:1", but you can specify other ratios to suit your artistic needs, ensuring the output fits your intended display format.

raw

The raw parameter is an optional boolean that determines whether the output should be in its raw form. By default, it is set to False, but setting it to True can be useful if you require unprocessed results for further editing or analysis.

safety_tolerance

The safety_tolerance is an optional integer parameter that sets the level of safety filtering applied to the generated image. It ranges from 1 to 5, with a default value of 5, allowing you to control the balance between creative freedom and adherence to safety guidelines.

seed

The seed is an optional integer parameter that influences the randomness of the image generation process. It ranges from 0 to 4294967294, with a default value of 0. Using a specific seed can help reproduce consistent results across different runs.

image_prompt_strength

The image_prompt_strength is an optional float parameter that determines the influence of the image_prompt on the final output. It ranges from 0.0 to 1.0, with a default value of 0.5, allowing you to adjust how closely the generated image aligns with the provided visual reference.

output_format

The output_format is an optional string parameter that specifies the file format of the generated image. The default format is "png", but you can choose other formats based on your requirements for quality and compatibility.

api_key_override

The api_key_override is an optional string parameter that allows you to specify a different API key for authentication purposes. This can be useful if you need to switch between different accounts or access levels.

FLUX 1.1 [ultra] Finetuned Output Parameters:

image

The output of the FLUX 1.1 [ultra] Finetuned node is an image that reflects the input parameters and fine-tuning adjustments. This image is the visual representation of the provided prompt and any additional inputs, such as image prompts or aspect ratios. The output is designed to be high-quality and aligned with the user's artistic vision, showcasing the node's ability to generate detailed and nuanced artworks.

FLUX 1.1 [ultra] Finetuned Usage Tips:

• Experiment with different finetune_strength values to find the perfect balance between the original prompt and the fine-tuning adjustments for your desired artistic effect.
• Utilize the image_prompt feature to incorporate specific visual elements or styles into your generated artwork, enhancing the overall creativity and uniqueness of the output.
• Adjust the aspect_ratio to ensure the generated image fits your intended display format, whether it's for social media, print, or other platforms.

FLUX 1.1 [ultra] Finetuned Common Errors and Solutions:

Invalid finetune_id

• Explanation: The finetune_id provided does not match any available fine-tuning models.
• Solution: Verify that the finetune_id is correct and corresponds to an existing model. Check for typos or consult the documentation for valid IDs.

Image prompt not recognized

• Explanation: The image_prompt provided is not in a supported format or is corrupted.
• Solution: Ensure the image is in a compatible format (e.g., JPEG, PNG) and is not corrupted. Try re-uploading the image or using a different file.

Seed value out of range

• Explanation: The seed value is outside the acceptable range of 0 to 4294967294.
• Solution: Adjust the seed value to fall within the specified range. This will ensure the randomness is correctly applied during image generation.