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Flux Kontext Ultimate Workflow include Fine Tune & Upscaling at 8 Steps Using 6 GB of Vram

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Description

Hey folks,

Ultimate image editing workflow in Flux Kontext, is finally ready for testing and feedback! Everything is laid out to be fast, flexible, and intuitive for both artists and power users.

šŸ”§ How It Works:

  • Select your components: Choose your preferred models GGUF or DEV version.
  • Add single or multiple images: Drop in as many images as you want to edit.
  • Enter your prompt: The final and most crucial step — your prompt drives how the edits are applied across all images i added my used prompt on the workflow.

⚔ What's New in the Optimized Version:

  • šŸš€ Faster generation speeds (significantly optimized backend using LORA and TEACACHE)
  • āš™ļø Better results using fine tuning step with flux model
  • šŸ” Higher resolution with SDXL Lightning Upscaling
  • ⚔ Better generation time 4 min to get 2K results VS 5 min to get kontext results at low res

šŸ’¬ Would love to hear your thoughts or see what you make with it!

VIDEO LINK

https://youtu.be/zTXTQHRaezY

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  • - latest (5 months ago)

Primitive Nodes (70)

DownloadAndLoadFlorence2Model (1)

Florence2Run (1)

FluxGuidance (2)

FluxKontextImageScale (1)

GetNode (33)

Image Comparer (rgthree) (1)

ImageStitch (1)

Label (rgthree) (1)

LoadImageOutput (2)

LoaderGGUF (1)

MarkdownNote (1)

ModelSamplingFlux (1)

Note (2)

ReferenceLatent (1)

SetNode (20)

TeaCache (1)

Custom Nodes (34)

ComfyUI

  • - ConditioningZeroOut (1)

  • - VAEEncode (3)

  • - ImageScaleBy (1)

  • - UpscaleModelLoader (1)

  • - ImageUpscaleWithModel (1)

  • - UNETLoader (1)

  • - CLIPTextEncode (4)

  • - LoraLoaderModelOnly (2)

  • - VAELoader (1)

  • - DualCLIPLoader (1)

  • - VAEDecode (3)

  • - SaveImage (3)

  • - KSamplerSelect (1)

  • - RandomNoise (1)

  • - CheckpointLoaderSimple (1)

  • - BasicGuider (1)

  • - SamplerCustomAdvanced (1)

  • - BasicScheduler (1)

  • - KSampler (2)

ComfyUI Easy Use

  • - easy stylesSelector (1)

  • - LayerUtility: PurgeVRAM (3)

Checkpoints (1)

RealitiesEdgeXLLIGHTNING_LIGHTNING34Step.safetensors

LoRAs (2)

hyper lora flux.safetensors