Qwen Image Edit 2511–Local Image Editing in ComfyUI | Multi-Reference Style Transfer & GGUF Workflow

In this video, we take an in-depth look at Qwen Image Edit 2511, the latest and most consistent image-editing model from the Qwen series — and more importantly, how to run it locally using ComfyUI. We explore a wide range of real-world image editing scenarios to see how well Qwen Image Edit 2511 performs compared to earlier versions. The focus is on character consistency, multi-person editing, style and texture transfer, and multi-reference object placement, all running on a fully local workflow. 🔹 What’s covered in this video: Running Qwen Image Edit 2511 locally in ComfyUI Using BF16, FP8, and quantized GGUF models (low-VRAM friendly) Lightning 4-step LoRA sampling for faster generation Sketch-to-photo image editing Multi-person character consistency tests Style & reference transfer (patterns, materials, textures) Architectural material replacement (brick → wood) Multi-reference object placement (hat + bag in a single pass) Practical design and visualization use cases 🔹 Models used in this workflow: Qwen Image Edit 2511 Qwen Image Edit 2511 Lightning 4-Step LoRA Qwen 2.5 7B VL (text encoder) Qwen Image VAE Custom GGUF builds for efficient local inference 🔹 Download Links: Model Links diffusion_models BF16: https://huggingface.co/Comfy-Org/Qwen... FP8: https://huggingface.co/Comfy-Org/Qwen... GGUF https://huggingface.co/vantagewithai/... LoRAs https://huggingface.co/lightx2v/Qwen-... text_encoders https://huggingface.co/Comfy-Org/Huny... vae https://huggingface.co/Comfy-Org/Qwen... workflow https://huggingface.co/vantagewithai/... Model Storage Location 📂 ComfyUI/ ├── 📂 models/ │ ├── 📂 text_encoders/ │ │ └── qwen_2.5_vl_7b_fp8_scaled.safetensors │ ├── 📂 loras/ │ │ └── Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors │ ├── 📂 diffusion_models/ │ │ └── qwen_image_edit_2511_fp8mixed.safetensors │ ├── 📂 unet/ │ │ └── Qwen-Image-Edit-2511-XX-X.gguf │ └── 📂 vae/ │ └── qwen_image_vae.safetensors If you’re interested in local image editing, ComfyUI workflows, or pushing advanced image-edit models without relying on cloud APIs, this video will walk you through everything step by step. 👍 If you found this useful, don’t forget to like the video 📌 Subscribe for more ComfyUI workflows, local AI models, and deep-dive demos 💬 Let me know in the comments what you want to test next #QwenImageEdit2511, #ComfyUI, #ImageEditingAI, #QwenImageEdit