prompt-generator-comfyui

Custom prompt generator node for ComfyUI

Table Of Contents

• Setup
• Features
• Example Workflow
• Variables
  • How Recursive Works?
  • How Preprocess Mode Works?
• Example Outputs

Setup

• Clone the repository with git clone https://github.com/alpertunga-bile/prompt-generator-comfyui.git command under custom_nodes folder.
• Run the ComfyUI
• Open the hires.fixWithPromptGenerator.json workflow
• Put your generator under prompt_generators folder. You can create your prompt generator with this repository. You have to put generator as folder. Do not just put pytorch_model.bin file for example.
• Click Refresh button in ComfyUI

Features

• Print generated text to terminal and log the node's state under generated_prompts folder with date as filename.

Example Workflow

• Prompt Generator Node may look different with final version but workflow is not going to change

Variables

• For model_type variable copy and paste the model's name from this site like this tiiuae/falcon-40b
• You can get information about variables from this link

How Recursive Works?

• Let's say we give a, as seed and recursive level is 1. I am going to use the same outputs for this example to understand the functionality more accurately.
• With self recursive, let's say generator's output is b. So next seed is going to be b and generator's output is c. Final output is a, c. It can be used for generating random outputs.
• Without self recursive, let's say generator's output is b. So next seed is going to be a, b and generator's output is c. Final output is a, b, c. It can be used for more accurate prompts.

How Preprocess Mode Works?

• exact_keyword => (masterpiece), ((masterpiece)) is not allowed. Checking the pure keyword without parantheses and weights. Adding prompts from the beginning of the generated text so add important prompts to seed.
• exact_prompt => (masterpiece), ((masterpiece)) is allowed but (masterpiece), (masterpiece) is not. Checking the exact match of the prompt.
• none => Everything is allowed even the repeated prompts.

Example

# ---------------------------------------------------------------------- Original ---------------------------------------------------------------------- #
((masterpiece)), ((masterpiece:1.2)), (masterpiece), blahblah, blah, blah, ((blahblah)), (((((blah))))), ((same prompt)), same prompt, (masterpiece)
# ------------------------------------------------------------- Preprocess (Exact Keyword) ------------------------------------------------------------- #
((masterpiece)), blahblah, blah, ((same prompt))
# ------------------------------------------------------------- Preprocess (Exact Prompt) -------------------------------------------------------------- #
((masterpiece)), ((masterpiece:1.2)), (masterpiece), blahblah, blah, ((blahblah)), (((((blah))))), ((same prompt)), same prompt

Example Outputs