Edit workflow 2 in one - Flux Klein 9 + Qwen edit 2511 + SAM3 — v1.0

This workflow is for standard text-to-image generation and prompt-guided editing of existing images with Qwen Edit 2511 or Flux Klein 9B; it can take a text prompt, up to three reference source images, and SAM3 or hand-drawn masks, and it produces generated or edited images.

The Qwen Edit 2511 and Flux Klein 9B model groups are self-contained, so you can remove the group you do not use and keep the other group without additional changes.

Use SAM3 segmentation, hand-drawn masks, or both to isolate specific objects or subjects; the workflow also includes camera-angle control and basic pose transfer.

Use it for virtual try-on or outfit transfer, object or subject removal, background or scene changes, character or face swaps, inpainting, multi-angle views, pose changes, character sheets, scene composition, image fixing, and image style changes.

Two variants are provided: EditStandard.json for standard editing and EditCivitAI.json, which adds saving images with metadata compatible with CivitAI.

The listed base model is Flux.2 Klein 9B, and the publisher is LatentHeart.

Model files listed: flux-2-klein-9b-nvfp4.safetensors, flux2-vae.safetensors, qwen_2.5_vl_7b_fp8_scaled.safetensors, qwen_3_8b_fp8mixed.safetensors, qwen_image_edit_2511_fp8mixed.safetensors, and qwen_image_vae.safetensors.

Node packs listed: comfyui_controlnet_aux, comfyui_essentials, comfyui_layerstyle, comfyui_sam3, comfyui-crystools, comfyui-custom-scripts, comfyui-easy-use, comfyui-image-saver, and comfyui-impact-pack.

Additional node packs listed: comfyui-kjnodes, comfyui-levelpixel, comfyui-qwenmultiangle, comfyui-rmbg, ControlFlowUtils, efficiency-nodes-comfyui, rgthree-comfy, textencodeeditadvanced, and was-ns.

Qwen Edit 2511 is described as having better character consistency but losing skin details; Flux Klein 9B is described as preserving details better but sometimes affecting character consistency.

Red nodes contain instructions and useful notes; yellow nodes are configurable elements you can adjust.

Before use, verify that your setup contains these exact names: flux-2-klein-9b-nvfp4.safetensors, flux2-vae.safetensors, qwen_2.5_vl_7b_fp8_scaled.safetensors, qwen_image_edit_2511_fp8mixed.safetensors, comfyui_controlnet_aux, comfyui_sam3, textencodeeditadvanced, and was-ns.

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No use license is listed, so check the applicable permissions before reusing this workflow.

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