Type | Workflows |
Stats | 234 0 |
Reviews | (11) |
Published | Nov 3, 2024 |
Base Model | |
Hash | AutoV2 8AF8AAA75A |
# FLUX Intelligent Prompt Processing & Image Generation Pipeline
A low VRAM hardware-friendly workflow designed for FLUX that combines intelligent prompt processing with comprehensive image generation and refinement. This pipeline processes prompts through a series of LLM nodes for optimal results while maintaining reasonable VRAM requirements.
## Prompt Processing Chain
1. Tag Cleaning Node
- Takes raw inputs including style preferences, LoRA details, and reference materials
- Cleans and organizes tags for thematic consistency
- Outputs structured format: Main Idea || Subject Description || Tags
2. Prompt Generation Node
- Processes cleaned tags and descriptions
- Creates cohesive, optimized prompts for FLUX
- Combines natural language descriptions with technical tags
## Image Generation Pipeline
1. Initial Sample Generation
- Creates base image from optimized prompt (initialization, prompt, and 1st pass sample)
- Balances quality with performance
2. Multi-Stage Refinement
- Highres Fix for improved detail
- Tiled Upscaling for larger outputs
- Face Detail Enhancement
- Focused Eye/(any BBOX detailer) Detail Pass
- Final Post-Processing
## User Feedback
- Posting images generated with this workflow are appreciated
- Comments and feedback welcome for future improvements
- This is Version 1.0 - feedback is welcome
## Getting Help
Feel free to:
- Share generated images
- Report issues or difficulties
- Request assistance through comments
- Suggest improvements