Klein 9B lcs consistency lora 20260415
RunningHub:
Lora:
https://www.runninghub.ai/model/public/2044762492517228546?inviteCode=rh-v1279
Online Workflow：
https://www.runninghub.ai/post/2016109710943981570/?inviteCode=rh-v1279
Klein 9B consist lcs preivew 20260328
preview version of lcs training method.
Further version is under development
Klein 4B Consistency Lora
This lora inspired by ByteDance Heilos Easy Anti-Drifting method.
I implemented Frame-Aware Corrupt (Reference Latent Corrupt) latent and Color Statistics Loss.
In additionally, I use frequence split dataset which created by converting an image into frequence domain and split it into high freq image and low freq image.
Reference: low freq image, high freq image (0.8 dropout rate on high freq image)
Target: clean image
lr: 2e-4
scheduler: cosine
optimizer: adamw8bit
steps: 6000
Suggested Prompt:
{edit prompt}. Transform the image to realistic photograph. add realistic details to the corrupted image. restore high frequence details from the corrupted image.
Suggested Strength:
0.5-0.7
Trained on 4B based. This lora aims to preserve image consistence across multiple input images. Control the lora via lora strength.
More strength means more consistence but it would also hurt edit abilities.
Different image might has different optimal lora strength.
Running Hub
Flux2 Klein 4B一致性lora对比 runninghub.ai/post/2032812180667633666/?inviteCode=rh-v1279
Flux2 Klein 4B一致性lora 不偏色 不偏移 runninghub.ai/post/2032817113190113281/?inviteCode=rh-v1279
Flux2 Klein 9B Consist Lora
HuggingFace:
https://huggingface.co/lrzjason/Consistance_Edit_Lora
Klein 9B Consis Lora
Suggested Prompt:
restore image details
Flux2 Klein 9B Consis Lora
Trained on 9B based. This lora aims to preserve image consistence across multiple input images. Control the lora via lora strength.
Suggested strength: 0.2~1.5
Use with any prompts.
More strength means more consistence but it would also hurt edit abilities.
Different image might has different optimal lora strength.
RH:
https://www.runninghub.ai/post/2016109710943981570/?inviteCode=rh-v1279
======================QE2511================================
RH:
https://www.runninghub.ai/model/public/2010085010870640641?inviteCode=rh-v1279
Custom_node:
https://github.com/lrzjason/Comfyui-QwenEditUtils
QE2511 Alpha is trained on QwenEdit 2511.
As same as previous lora, this lora helps to maintain image consistence.
The lora is trained using nf4 qlora.
V2 lora is trained for QwenEditPlus aka QwenImage Edit (2509)
It is recommanded to use with strength between 0.5 ~1.0 for multiple images
0~0.5 for single image
It needs to use with workflow v4.0 https://civarchive.com/models/1939540
RH workflow:
QwenEdit Consistence Edit workflow v4.0
Experience link: https://www.runninghub.ai/post/1965033238311915522/?inviteCode=rh-v1279
QwenEdit Consistence Edit workflow v2.0
Solved pixels shift issue and keep qwenvl encode image ability.
RH workflow:
QwenEdit Consistence Edit workflow v2.0
Experience link: https://www.runninghub.ai/post/1965033238311915522/?inviteCode=rh-v1279
Trained with no ref image into qwenvl.
This lora typical to test the consistency with kontext like workflow.
It is suggested to use 0.45~0.5 lora stregth
Workflow:
https://civarchive.com/models/1939540/qwenedit-consistance-edit-workflow
RH workflow:
It's extremely fun and I highly recommend it to you!
Workflow: QwenEdit Consistence Edit workflow
Experience link: https://www.runninghub.ai/post/1965033238311915522/?inviteCode=rh-v1279
Description
FAQ
Comments (10)
Until this LoRa Qwen-Image-EDIT was useless. Thanks!
Whot? What exactly this LoRA do? =)
Thats what i'm saying bro and people wanna make u look dumb. Did you ever find out?
用了好像感覺不出差別...
感謝大老 非常棒!
The lora makes close to zero difference, other than very very small details. Tried different use cases, even removing a hat or crown as per your example.
If I knew what the intention was I could give better feedback.
This lora is to use with the workflow to prevent composition changed while editing image. https://civitai.com/models/1939540/qwenedit-consistance-edit-workflow
I believe the purpose of the LORA is to help minimize/eliminate the pixel shift that is present in the existing Qwen Edit model. It maintains the character's relative positioning so everything remains unchanged from original except for the edited portions
Very good Lora
Just what I need. Tired of Qwen keep shifting image left & right randomly. Thank you very much.