ComfyUI beginner friendly Flux.2 Klein 9B KV GGUF Simple Flawless Fast Dress Photoshoot Workflow by Sarcastic TOFU

This is a very simple ComfyUI beginner friendly Flux.2 Klein 9B KV GGUF Simple Flawless Fast Dress Photoshoot Workflow that will work with very simple text editing instructions in natural language to generate your desired Dress Photoshoot out four reference images - Picture 1 is a Face Reference, Picture 2 is the Dress ( & maybe Footwear Reference ) with no head visible, Picture 3 is the background of the photoshoot and lastly Picture 4 is the pose reference. The resulting output will closely (but not exactly) match elements from those 4 inputs. See the Prompt_sets.txt file included in the zip file containing the workflow for a general guideline on how to generate the initial inputs if you don't have any inputs and how to combine them in a single output for this workflow. I also included a sample dataset of five images (4 inputs + 1 output) with this for you to have better understanding of this workflow. This uses NO LORA or ControlNet ( officially Flux.2 Klein have not yet provided any viable solution for it but still it can do lots of cool stuffs ).

I used a Q2 Flux.2 Klein 9B KV GGUF Model that works well with my 8GB VRAM AMD GPU or even GPUs with lower 6GB VRAM. But is you have better GPU you can simply swap the model with full unquantized Flux.2 Klein 9B KV model or on the other side if you have a much weaker 4GB VRAM or even 2GB VRAM GPU you can find other low grade hardware supported GGUF models from here ( Unsloth's HuggingFace repo for Flux.2 Klein 4B GGUF models - https://huggingface.co/unsloth/FLUX.2-klein-4B-GGUF/tree/main ) and other mathing resources. As this workflow does not use any LORA it can be easily modified to work with any regular or GGUF Flux.2 Klein 9B or 4B model file but you may or not get better results.

The FLUX.2 klein 9B KV is an optimized variant of the standard 9B model specifically designed for multi-reference image editing. While the regular 9B model is a powerhouse for high-quality, general-purpose generation, the KV (Key-Value) version is a specialized tool for tasks where you are using the same reference images across multiple generations or edits.

This workflow also helps you to save your AI Photoshoot output generation Data into a human readable .txt file. This will automatically get and write your metadata to the .txt file. Also with the Image Saver Simple node used you may embed the workflow itself with each saved image or save the image and workflow for your work separately. In this way a readable .txt file for each run of this workflow will be generated (matching Automatic1111 / EasyDiffusion's .txt outputs).

You need a Hugging Face account to download your necessary files (Details are mentioned below). Make sure you install GGUF addon for ComfyUI using ComfyUI manager or any other missing nodes you may have and place the correct files in correct places. Also check out my other workflows for SD 1.5 + SDXL 1.0, WAN 2.1, WAN 2.2, MagicWAN Image v2, QWEN, HunyuanImage-2.1, HiDream, KREA, Kontext, Chroma, AuraFlow, Z-Image Turbo, Flux.1 Dev, Flux.2 Klein 4B and 9B. Feel free to toss some yellow Buzz on stuffs you like.

How to use this -

#1. Just select your desired GGUF (or swap it with full model) model first and

#2. now select your images - Picture 1 for Face, Picture 2 for Dress, Picture 3 for Background and Picture 4 for Pose.

#3. on next step enter your image editing instructions.. (see the Prompt_sets.txt file included for a general guideline)

#4. then select how many images you want (Change the number besides the "Run" button)

#5. after this select image sampling methods, CFG, steps etc. settings (you may wanna stay with defaults)

#5. finally press the run button to generate. That's it..

..The resulting Dress Photoshoot output will very closely (but not exactly) match elements from those 4 inputs. Try to be very precise with your prompt for better results, sometimes even a minor tweak can get you excellent or bad results.

Required Files

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Flux.2 Klein 9B Models -

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### Download Link for Flux.2 Klein 9B KV GGUF Model used

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https://huggingface.co/QuantStack/FLUX.2-Klein-9B-KV-GGUF/resolve/main/Flux-2-Klein-9B-KV-Q2_K.gguf

### Download Link for Flux.2 Klein 9B Text Encoder used

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https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors

### Download Link for Flux.2 Klein VAE used

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https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors