Flux Kontext Fast + Upscale Workflow

Status: Work in Progress - Still refining output quality

This workflow combines the power of FLUX.1 Kontext with the Alimama Turbo LoRA to achieve fast, high-quality image generation and upscaling in just 8 steps.

Key Features

Fast Generation: Utilizes the alimama-creative/FLUX.1-Turbo-Alpha LoRA for rapid image generation with only 8 inference steps

Context-Aware Editing: Leverages FLUX.1 Kontext capabilities for intelligent image editing and manipulation

Two-Stage Process: Initial generation followed by upscaling for enhanced detail and resolution

Efficient Workflow: Optimized for speed while maintaining quality output

Workflow Components

Stage 1: Fast Generation

• Model: FLUX.1 Kontext with Turbo Alpha LoRA
• Steps: 8 (significantly reduced from standard 20-50 steps)
• Guidance Scale: 2.5 (optimized for Turbo LoRA)
• Sampler: Euler with simple scheduler

Stage 2: Upscaling

• Method: Ultimate SD Upscale with custom sampling
• Upscale Model: 4x-ClearRealityV1
• Tile Processing: Intelligent slicing for memory efficiency
• Denoising: 0.2 strength for detail enhancement

Technical Setup

Required Models

• FLUX.1 Kontext DEV (FP8 quantized)
• Alimama FLUX.1-Turbo-Alpha LoRA
• 4x upscale model
• Standard FLUX text encoders (CLIP-L + T5)

Memory Optimization

• FP8 model quantization for reduced VRAM usage
• Tile-based upscaling to handle large images
• Optional caching nodes for faster iterations

Prompt Guidelines

The workflow works best with detailed, descriptive prompts. The Turbo LoRA has been trained on high-aesthetic images (6.3+ rating) with resolution >800px, so it excels at:

• Detailed scene descriptions
• Lighting and atmosphere specifications
• Style and aesthetic directions
• Object replacement and background changes

Current Limitations

⚠️ Work in Progress: Output quality is still being refined

• Some inconsistencies in fine details
• Occasional artifacts in upscaled regions

This workflow represents an efficient approach to context-aware image editing with FLUX, trading some quality for significant speed improvements. Perfect for rapid prototyping and iterative design work.