Image Factory isn't a LoRA tester. It's a creative experimentation workspace designed to explore multiple artistic directions from a single generation. Image Factory generates multiple creative directions from a single execution, allowing rapid experimentation without repeatedly reconfiguring your workflow.
Version 2.0 W/L Architecture
Features:
✓ Model Agnostic (Krea2, Illustrious, Pony, ZiT, Flux2, Anima and more)
✓ Wireless Architecture for Modules
✓ AIO & Standard Checkpoint Support
✓ Low VRAM Friendly (Designed for sequential execution)
✓ Modular Variant System
✓ Optional Per-Variant Upscaling
Version 1.0
Features:
✓ Baseline Output
✓ Multiple LoRA Experiment Stacks
✓ Independent Sampling
✓ Chrono Save for CivitAI
✓ Modular Layout
✓ Model Agnostic Design
Intent:
Image Factory is a productivity-oriented workflow designed to generate multiple creative variations from a single prompt in one execution.
Instead of repeatedly changing settings and running the workflow again, Image Factory lets you experiment with multiple LoRA stacks and independent sampling configurations simultaneously.
Core Philosophy:
✓ One Prompt.
✓ One Model.
✓ One Click.
✓ Multiple Creative Directions.
Image Factory minimizes repetitive setup while maximizing experimentation speed.
Features
✓ Model Agnostic
✓ Works with any multiple checkpoints / models (Illustrious / Krea2 / Pony / etc. Just select the appropriate Clip / VAE if not an AIO model and the switch is already there).
✓ Low VRAM Friendly
Designed around sequential execution instead of large parallel batches.
Suitable for 8 GB GPUs and above.
✓ Independent Experiment Branches
Each branch has its own
✓ LoRA Stack
✓ Strengths
✓ Sampler
✓ Scheduler
✓ CFG
✓ Steps
✓ Denoise
Changing one branch never affects another.
✓ Baseline Output
One output intentionally contains no LoRAs.
This acts as the reference image so you can immediately evaluate whether your LoRA stacks improve the result.
✓ Modular Design
✓ Each experiment branch is self-contained.
Additional branches can easily be duplicated or removed based on your workflow.
Common Workflows:
• Compare artistic styles
• Test multiple LoRA combinations
• Compare sampler behavior
• Compare scheduler behavior
• Explore CFG variations
• Explore denoise values
• Build style libraries
• Quickly select the best image for upscaling
Typical Workflow
• Select checkpoint
• Configure prompt
• Configure image size
• Generate baseline
• Configure Experiment #1
• Configure Experiment #2
• Compare results
• Continue from your favorite image
Performance Notes
The workflow is designed to reduce repetitive work.
The checkpoint, prompt encoding and common configuration are reused while each experiment samples independently.
This makes experimentation significantly faster than repeatedly reconfiguring and executing separate workflows.
Hardware Tested:
✓ RTX 2080 (8 GB)
✓ 64 GB System RAM
✓ ComfyUI 0.27.0
Description
FisherKing Image Factory v2.0
What's New in v2.0
Image Factory v2.0 introduces a major architectural redesign focused on modularity, scalability, and maintainability while preserving the original philosophy:
One Prompt • One Model • One Seed → Multiple Creative Directions
This release transforms Image Factory into a cleaner, more extensible framework while remaining fully compatible with its original workflow.
✨ New Features
✓ Wireless Prompt Conditioning
Positive and negative conditioning are now distributed wirelessly throughout the workflow.
Variants automatically inherit Engine conditioning without manual wiring.
✓ Independent Variant Modules
Each creative variant now operates as a completely self-contained pipeline with its own:
Prompt Override
Negative Override
LoRA Stack
Sampler Configuration
CFG / Steps
Denoise Settings
Independent Save Pipeline
✓ LoRA Isolation
Fixed previous cross-variant LoRA routing issues.
Every variant now functions independently without affecting other creative branches.
✓ Improved Workflow Architecture
Cleaner separation between the IF Engine and Variant modules.
Simplified workflow expansion.
Reduced node clutter.
Easier maintenance and future enhancements.
✓ Optional Post Processing
Optional wireless upscaling path.
Disabled by default.
Can be enabled when higher resolution output is desired.
✓ Baseline Output
Generate a clean reference image without LoRAs, making it easy to compare every creative variant against the original generation.
Core Philosophy
Image Factory is designed around controlled creative exploration.
Every variant begins with the same Engine state while applying its own artistic interpretation.
This enables meaningful comparisons between:
Prompt Engineering
LoRA Combinations
Artistic Styles
Creative Variants
without introducing unnecessary randomness.
IF Engine Responsibilities
The IF Engine manages all shared resources used by every creative branch.
Checkpoint
CLIP
VAE
Resolution
Seed
Positive Prompt
Negative Prompt
Prompt Engineering
Wireless Conditioning Distribution
Variant Responsibilities
Each Variant is completely independent and may include:
Prompt Override
Negative Override
LoRA Stack
Sampler
Scheduler
CFG
Steps
Denoise
Optional Upscaling
Independent Output
Features
✓ Model Agnostic (Krea2, Illustrious, Pony, ZiT, Flux2, Anima and more)
✓ Low VRAM Friendly (Designed for sequential execution)
✓ Modular Variant System
✓ Baseline Reference Output
✓ Chrono Save Integration for CivitAI
✓ Optional Per-Variant Upscaling
✓ Clean, Expandable Architecture
Typical Workflow
Configure the IF Engine
Write your prompt
Generate the baseline reference image
Configure one or more creative variants
Compare the generated outputs
Continue from your favorite result
Hardware Tested
NVIDIA RTX 2080 (8 GB VRAM)
64 GB System RAM
ComfyUI 0.27+
Future Roadmap
Image Factory will continue evolving as a modular creative framework.
Planned enhancements include:
Per-Variant Seed Override
Additional Engine Parameter Overrides
Further Wireless Architecture Improvements
Additional Creative Modules
Workflow Optimizations