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.<h2></h2>Version 2.0 W/L ArchitectureFeatures:✓ Model Agnostic (Krea2, Illustrious, Pony, ZiT, Flux2, Anima and more)✓ Wireless Architecture for Modules✓ AIO &amp; Standard Checkpoint Support✓ Low VRAM Friendly (Designed for sequential execution)✓ Modular Variant System✓ Optional Per-Variant UpscalingVersion 1.0Features:✓ Baseline Output✓ Multiple LoRA Experiment Stacks✓ Independent Sampling✓ Chrono Save for CivitAI✓ Modular Layout✓ Model Agnostic Design<h3 id="intent:">Intent:</h3>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 FriendlyDesigned around sequential execution instead of large parallel batches.Suitable for 8 GB GPUs and above.✓ Independent Experiment BranchesEach branch has its own✓ LoRA Stack✓ Strengths✓ Sampler✓ Scheduler✓ CFG✓ Steps✓ DenoiseChanging one branch never affects another.✓ Baseline OutputOne 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 upscalingTypical Workflow• Select checkpoint• Configure prompt• Configure image size• Generate baseline• Configure Experiment #1• Configure Experiment #2• Compare results• Continue from your favorite imagePerformance NotesThe 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

FisherKing-ImageFactory-[ModelAgnostic]-T2I-ProductivityWorkflow (Low VRAM)

FisherKing Image Factory v2.0What's New in v2.0Image 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 DirectionsThis release transforms Image Factory into a cleaner, more extensible framework while remaining fully compatible with its original workflow.✨ New Features✓ Wireless Prompt ConditioningPositive and negative conditioning are now distributed wirelessly throughout the workflow.Variants automatically inherit Engine conditioning without manual wiring.✓ Independent Variant ModulesEach creative variant now operates as a completely self-contained pipeline with its own:Prompt OverrideNegative OverrideLoRA StackSampler ConfigurationCFG / StepsDenoise SettingsIndependent Save Pipeline✓ LoRA IsolationFixed previous cross-variant LoRA routing issues.Every variant now functions independently without affecting other creative branches.✓ Improved Workflow ArchitectureCleaner separation between the IF Engine and Variant modules.Simplified workflow expansion.Reduced node clutter.Easier maintenance and future enhancements.✓ Optional Post ProcessingOptional wireless upscaling path.Disabled by default.Can be enabled when higher resolution output is desired.✓ Baseline OutputGenerate a clean reference image without LoRAs, making it easy to compare every creative variant against the original generation.Core PhilosophyImage 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 EngineeringLoRA CombinationsArtistic StylesCreative Variantswithout introducing unnecessary randomness.IF Engine ResponsibilitiesThe IF Engine manages all shared resources used by every creative branch.CheckpointCLIPVAEResolutionSeedPositive PromptNegative PromptPrompt EngineeringWireless Conditioning DistributionVariant ResponsibilitiesEach Variant is completely independent and may include:Prompt OverrideNegative OverrideLoRA StackSamplerSchedulerCFGStepsDenoiseOptional UpscalingIndependent OutputFeatures✓ 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 ArchitectureTypical WorkflowConfigure the IF EngineWrite your promptGenerate the baseline reference imageConfigure one or more creative variantsCompare the generated outputsContinue from your favorite resultHardware TestedNVIDIA RTX 2080 (8 GB VRAM)64 GB System RAMComfyUI 0.27+Future RoadmapImage Factory will continue evolving as a modular creative framework.Planned enhancements include:Per-Variant Seed OverrideAdditional Engine Parameter OverridesFurther Wireless Architecture ImprovementsAdditional Creative ModulesWorkflow Optimizations

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