V1.2 changelog:
improved consistency
new dataset trained
V1.1 changelog:
train on 1.0 new dataset to integrate new linguistic depth and to add detail and precision
known issues: from version 1 onwards there are problems with hands and some anatomical parts. version 1.1 tries to fix some of these issues still present but less evident from v1
V1 changelog:
training with large dataset and prompt from llm, accepts a t5xxl style as well as the usual tags
best with : Deepshrink and Perturbed Attention Guidance
unfortunately to alter the clip and model to integrate some sort of t5xxl made it more unstable and needs more control over the generation so I recommend using comfyui and take example from the nodes from my images
V1 BETA2 changelog:
model completely redesigned from scratch
advanced training for fashion, photography and cinematic
merge DPO
beta features: lettering and magazine cover
trigger for magazine cover :
magazine cover
trigger for trained covers:
SURFACE
XIOX
DIOR
PAPER
ID
HERO
GQ
ADIDAS
VIPER
PORTER
HARRODS
LOVE WAN
V
INTERVIEW
THE FACE
TEENVOG
HARPER'S BAZAAR
ASOS
WONDERLAND
DAZED
MIXMAG
NUMERO
WOMAN
MOEVIR
ALLURE
WAD
ROSALIA
FASHION
COSMOPOLITAN
WALLPAPER
BILLBOARD
W
L'OFFICEL
GLAMOUR
VOGUE
FISHEYE
ELLE
TIME
VOUGE
PLAYBOY
P.S.: preferably use karras or AYS as scheduler
V0. 97b changelog:
Cinematic/sci-fi training 25 epochs 67000 steps
Fashion training 20 epochs 43000 steps
Detail + Unet training 10 epochs 70000 steps
+ DPO merge
CosXL versions :
Cosine-Continuous Stable Diffusion XL is a new stability.ai experimental SD model. The most notable feature of this schedule is its capacity to fix tonality issues with SD models and produce the full color range from 'pitch black' to 'pure white', performing much better than noise offset or LoRA solutions.
0.95c changelog:
more photographic, fix hands, fix eyes
close-up photography
better skin details
better raytracing
finetuned on new dataset
0.9 changelog:
more graphic (added 4 trained loRAs)
finetuned on best results of 0.75
0.75 changelog:
more sci-fi
more cyberpunk
more cinematic
Introducing SDXL HK 0.9, the versatile amalgamation of cutting-edge advancements! This iteration pushes the boundaries of realism and sci-fi, evolving into a powerhouse of innovation. What's new in this version?
Enhanced Graphics: We've amplified the visual experience by incorporating seven meticulously trained LoRAs, enriching the model's graphic capabilities to create more immersive content.
Fine-tuning: Building on the success of the previous version (0.75)
What set apart SDXL HK 0.75?
Sci-Fi Infusion: Infusing more elements of science fiction, the model transcends traditional boundaries, weaving intricate and compelling narratives into its creations.
Cyberpunk Vibe: Embracing the essence of cyberpunk, this version delivers a futuristic, edgy feel, opening doors to a plethora of creative possibilities.
Cinematic: Elevating the cinematic experience, the model crafts visuals that resonate with cinematic grandeur, bringing stories to life in an immersive manner.
Merged Model: SDXL HK 0.75 was built on a model by Afroman4peace. Merges base, refiner, some LorRAs, and the model by Afroman4peace. Additionally, it underwent a second merge with two finely-tuned LoRA models specialized in photographic content.
Maintaining Consistency: The primary goal behind this model's creation is to uphold a consistent quality standard alongside my LoRA models, ensuring coherence and reliability across various creative endeavors.
Description
COSXL
FAQ
Comments (7)
Cannot get version 0.95c COSXL to work in any way... just produces noise with very little image content... I am using comfy ui to test more than 100 models (see images/posts in my profile)... never had such problems... I even dowloaded the model a second time to check errors on dowload... no success...
I tried the integrated workflows within the images of the creator but also get only noise...
So... Anyone else really used that one?
Are there any loras needed to use this model?
CosXL is different from other models, make sure you have everything updated.
use 40 steps with dpmpp_2m karras
try the workflow I shared here https://www.patreon.com/posts/cosxl-hk-0-95c-102112413
no loRA needed, but all loRA XLs work
@Ciro_Negrogni Thx for the hints... I'll try as soon as I am confident enough to update comfyui... right now all the nodes I use work as expected and I am a little scared what an update will do to them ;-)
@Ciro_Negrogni Nice... I did the update, the only thing missing in your workflow is a special upscaler (https://openmodeldb.info/models/4x-FaceUpDAT), the SD Prompt styler complains about that (no idea why... downloaded and worked..)
Event the lightning 4-step lora works... I create about 200 images for my model cards and that takes a bit too long if I do 40 steps each... so now I get nice results with 8 steps, I'll post the result as soon as it is ready...
@Stevie2k8 the prompt styler simply modifies the current prompt, adding the selected style 🙌
I am having the same problems as Stevie2k8, it's just producing noise. I'm running on A1111 and have everything updated, I even included the 4x-FaceUpDAT upscaler.
But I'm not sure what to do with the JSON workflow files you listed. Do these files need to be put in a specific directory? Thanks!
@Leee1414 the json workflow is for comfyui and not for automatic1111, unfortunately it seems that CosXL models are not supported (for now by automatic1111) or the changes to be made to make it compatible are not clear. I recommend you also try comfyui or if you prefer a simple interface use ruinedfoocus














