Qwen 2511 Image Edit AIO Rapid

CHECKPOINT
Reprint


Updated:

Developer Notes:

V19 (latest) : New Lightning Edit 2511 8-step mixed in (still recommend 4-8 steps). Also a new NSFW LORA (GNASS for Qwen 2512) that worked quite well in the NSFW merge. er_sde/beta or euler_ancestral/beta recommended.

V18: More 2511, a bit less 2509. Different merging method that I think corrects an issue I was having with many input images. euler_ancestral/beta recommended

V17: Merged 2509 and 2511 together with the goal of correcting contrast issues and LORA compatibility with 2511 while maintaining character consistency. euler_ancestral/beta highly recommended.

TA Notes:

  • When remixing a post TA will take you to img2img , this is a site bug. The Qwen Edit model shall be used under 'Edit' section in creation tab

  • For an Edit output you need to provide a reference image. Showcases used here uses landscape 3DCG images as the base image. See this article for example use cases with QWEN edit: https://huggingface.co/blog/MonsterMMORPG/qwen-image-edit-full-tutorial-26-different-demo

  • The QWEN Edit model affects the latent representation of the image , a numerical vector. Since the latent representation of an image is abstract , you can map a landscape 1200x600 to a 1024x1024 square or vice versa. Very useful for prepping LoRa images! See example here https://tensor.art/articles/946881918559878715

  • The CFG parameter sets the ratio between conditional and unconditional prompting. The formula is X = x_cond • CFG + (1-CFG) * x_uncond

  • At low CFG , CFG < 1 , the reference image (unconditional prompt) , guides the output . At higher CFG >= 1 , the text prompt (conditional prompt) guides the output.

Repo page:

https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO

This is an fp8 checkpoint (dtype is fp8_e4m3fn)

List of LoRas merged into this checkpoint:

Qwen_Snofs_1_3.safetensors

yky_000032000.safetensors

Meta4.safetensors

Qwen S3x-tacular V1.safetensors

qwen_MCNL_v1.0.safetensors

qwen-image_n5fw_adv_v1.0.safetensors

Qwen4Play_v2.safetensors

Qwen-Image-Edit-2509-Lightning-8steps-V1.0-fp32.safetensors

Qwen-Image-Edit-2511-Lightning-4steps-V1.0-fp32.safetensors

Qwen-Image-Edit-2509-Lightning-4steps-V1.0-fp32.safetensors

Rebalance_v1_lora_r32.safetensors

Real-life-Simulator.safetensors

Qwen-Image_SmartphoneSnapshotPhotoReality_v4.safetensors

iphone.safetensors

qwen-boreal-portraits-portraits-high-rank.safetensors

InSubject-0.5.safetensors

//-----//

Developers notes:

Merge of accelerators, VAE and CLIP to allow for easy and fast Qwen Image Edit (and text to image) support. Use a "Load Checkpoint" node. 1 CFG, 4 step. Use the "TextEncodeQwenImageEditPlus" node for input images (which are optional) and prompt. Provide no images to just do pure text to image. FP8 precision.

Version Detail

Qwen-Image-Edit
V18: More 2511, a bit less 2509. Different merging method that I think corrects an issue I was having with many input images. euler_ancestral/beta recommended SFW checkpoint loras includes: Qwen-Image-Edit-2509-Lightning-8steps-V1.0-fp32.safetensors (weight: 0.5) Qwen-Image-Edit-2509-Lightning-4steps-V1.0-fp32.safetensors (weight: 0.5) Rebalance_v1_lora_r32.safetensors (weight: 0.2) – for more realistic variety Real-life-Simulator.safetensors (weight: 0.2) – for more realistic variety Qwen-Image_SmartphoneSnapshotPhotoReality_v4.safetensors (weight: 0.2) – for more realistic variety iphone.safetensors (weight: 0.2) – for more realistic variety qwen-boreal-portraits-portraits-high-rank.safetensors (weight: 0.2) – for more realistic variety InSubject-0.5.safetensors (weight: 1.0) – for character consistency

Project Permissions

Model reprinted from : https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO

Reprinted models are for communication and learning purposes only, not for commercial use. Original authors can contact us to transfer the models through our Discord channel --- #claim-models.

Related Posts