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Patch Note - Version 1.6
Updated: February 13, 2025

Improvements:

Instructor optimization for prompts: The instructor has been improved to generate even more detailed and realistic prompts, focusing on clear and concise descriptors such as age, hair color, clothing, posture, environment, lighting, and general atmosphere.

Reduction of complete sentences: The generated prompts are now more direct and optimized for image generation, without adding unnecessary text.

Improved precision: Each visual element is considered with greater attention to detail, ensuring better consistency and realism in the results.

Better handling of visual elements: Descriptions are now more strict, eliminating any information that cannot be visually represented.

Fixes:

Minor correction of syntax errors in prompts.

Optimized the handling of complex elements in image descriptions.
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Example with user input prompt and llm generator:
USER PROMPT:
A cute girl 20 years, nude body, wet body, yoga, lighting realistic, natural lighting
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LLM OUTPUT:
A 20-year-old female, blonde-haired, nude body with wet skin, posing in a yoga position, arms extended overhead, legs straight out to sides. Focus on natural outdoor lighting: soft, diffused sunlight casting subtle shadows across the subject's facial features and torso. Gentle humidity radiating from her pores and ripples on her skin. The environment is a serene outdoor setting with lush greenery surrounding a weathered wooden yoga platform or a rocky outcropping, minimal abstract background to emphasize the subject.
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Key Improvements

1. Instructions Adjustment

   • Reworked Instructions: Enhanced clarity and precision for generating prompts.

   • Conciseness: Removed unnecessary additions to ensure a more direct and faithful response to user requests.

   • Strict Format: Introduced a rigid format where prompts are exclusively enclosed in {}, eliminating unwanted text.

2. Bounding Box (BBox) Update

   • Optimized BBoxes: Improved bounding box detection for better understanding of visual elements in the prompt.

   • Improved Accuracy: Enhanced identification of key elements (e.g., characters, poses, lighting) for higher-quality renderings.

   • Adjusted Positions and Sizes: Refined BBox alignment for more accurate matches with the described content.

3. Image and Rendering Quality Enhancements

   • Fine-tuned Input Parameters: Considered every detail, no matter how subtle, when generating images.

   • Maximized Realism: Optimized for visual consistency and realism, avoiding unrealistic additions.

   • Sharpened Image: Introduced a sharpening effect to improve image clarity and detail.

   • Upscaling: Added an upscale feature to enhance image resolution for greater detail.

4. Response Improvements

   • Clear Responses: The system now generates realistic prompts, free from unnecessary comments or extraneous information.

   • Adherence to Instructions: Strictly follows the instruction format with a single, structured, and detailed prompt within one paragraph.

5. Additional Adjustments

   • Fixed Anomalies: Corrected minor inconsistencies in response structure.

   • Improved User Interface: Refined interface to streamline user input and align outputs with expectations.

   • Output Management: Added a new group for more efficient management of outputs and file-saving.

Summary

This update enhances the efficiency of the prompt generation process by improving visual quality and strictly adhering to user instructions. The image quality is significantly upgraded through sharpening and upscaling, providing sharper, more detailed outputs while ensuring a streamlined system interface.

Original Workflow Creator: CivitAI Model #439312

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⚠️ DISCLAIMER ⚠️

The use of this workflow is solely the responsibility of the user. The creator cannot be held responsible for any misuse or consequences resulting from it. Ensure compliance with the laws and regulations in your country.


V1.0 - PDXL + Local LLM Generator + Enhancer (NSFW) - Complete Workflow

1. Model Loading and Preprocessing

• Initial loading and preprocessing of the model to prepare for prompt generation and image rendering.

2. Advanced AUTO Prompt with Local LLM

• Local LLM Integration: Leverages a local LLM (such as Llama or others) to generate detailed and contextual prompts with customized instructions.

• Prompt Generator: Automatically creates optimized prompts to provide better rendering control from a single input.

3. Generation and Refinement

• Generation of initial outputs followed by iterative refinements to enhance visual quality and realism.

4. Advanced Post-Processing: Upscaling & Enhancer

• Enhancer (Adetailer): Automatically detects and enhances faces, eyes, and hands, improving fine details and overall image clarity.

• Upscaling: Applies lossless scaling techniques to preserve image quality while increasing resolution for finer details.

Why is this Workflow Ideal for NSFW?

• High Fidelity & Fine Details: Thanks to the PDXL model, this workflow generates high-quality, detailed outputs.

• Precise Prompt Control: The local LLM-based generator ensures accurate and controlled prompts tailored to your specifications.

• Automatic Enhancement: Enhances faces, hands, chests, and intimate areas through Adetailer for better focus and clarity.

• Lossless Scaling: Ensures that the upscaled images maintain the highest possible quality with advanced scaling techniques.

• Advanced Customization: Incorporates LoRA, LoRA integrations, and multiple presets for further fine-tuning of the output.

Perfect for Ultra-Detailed NSFW Image Generation

This workflow is optimized for creating ultra-detailed, realistic NSFW images with a clean and controlled rendering, offering unparalleled customization and image quality.

Original Workflow Creator: CivitAI Model #439312

💰 Support My Work!

Help improve and grow this project!

Donate in BTC here:
bc1qwwyym0nn57kh83u0ryxdel2hce6xc3c2y8hx94

Even a small donation helps! 🙌🔥

⚠️ DISCLAIMER

The use of this workflow is at the user's own risk. The creator is not responsible for any misuse or consequences arising from its use. Ensure compliance with your local laws and regulations.