GhostXL is an anime model. If you like GhostXL, please give it a 5 stars review. It is very inspiring for me to improve GhostXL.(中文版本在liblib和tusi都有)
Any questions or corporations? Find me at Discord or by Wechat: ghostinshell10. Thanks
Hello everyone, I am GhostInShell, the author of GhostMix. First and foremost, I would like to express my sincerest thanks to each and every user of GhostMix. With so many models out there, it is my honor that you guys choose and love GhostMix. Once again, thank you all. Secondly, I sincerely apologize for the long delay of GhostXL. Because I have high standards for the model and strive for perfection, a lot of time has been spent training and adjusting the model. Although GhostXL-V1.0 is not as good as I had imagined, it has a unique style and meets my standards in various aspects, therefore I decided to release it.Before using GhostXL, I recommend reading the user instructions below. Thank you.
User Instructions for GhostXL-V1.0
After extensive testing, we found that GhostXL-V1.0 can directly generate images with high precision in the resolution range of 1024-1536, and there's no need for upsampling or refining operations.
xx art style: The "xx art style" option allows for fine adjustments of the style. Here are some examples illustrating the effects of different art styles with the same prompts and seeds. (PS: If you want effects similar to GhostMix, the "realistic" or "realistic anime" art styles are personally recommended.)

Personal observation: The compatibility of GhostXL seems slightly less than GhostMix, and its image quality might be a bit inferior, although it tends to produce a higher percentage of satisfactory results. (These comparisons are made against an upscaled version of GhostMix.) The primary reason for releasing GhostXL is the current market's lack of models with this particular style. On the bright side, GhostXL has an edge in producing immediate outputs, making upsampling unnecessary.
GhostXL Model Details
Developed by: GhostInShell
Model type: Diffusion-based text-to-image generative model
License: Fair AI Public License 1.0-SD
Finetuned from model: Animagine XL 3.0
Config of Finetuning: GhostXL_finetune.toml
OtherMergeModel:
DreamShaper XL: https://civarchive.com/models/112902?modelVersionId=351306
Analysis of the Pros and Cons of GhostXL-V1.0
As I mentioned in my previous articles, the main factors I consider when creating models are: 1) Compatibility; 2) Image quality; 3) Rate of generating satisfactory results.
Compatibility: As a model that generates images in a 2D-2.5D style, GhostXL-V1.0 shows lesser compatibility with different styles when compared to GhostMix, especially for 3D styles. GhostXL is a finetune of Animagine XL V3, combined with features from other models (70% base from the finetuned model and 30% from the blend of others). As of the 1.0 version, GhostXL is still primarily a 2D-2.5D model, but I plan to keep developing it to see whether the style compatibility can be improved. For prompts compatibility, thanks to Animagine XL V3, GhostXL gives a good response to prompts such as 'masterpiece', 'best quality', as well as anime characters. However, it doesn't perform as well with more stylized prompts.
Image Quality: Personally, I feel that the image quality is generally satisfactory, considering that GhostXL generates images in the range of 1024-1536 directly (one-stage generation), unlike GhostMix which generates in 512-768 and then undergoes upsampling (a two-stage generation process). I am quite satisfied with the quality it achieves using the one-stage approach.
The Rate of Generating Satisfactory Results: In my experience, I believe GhostXL yields a higher rate of satisfactory results than GhostMix. However, for the same prompts, the variation in results is less broad in GhostXL relative to GhostMix. To increase diversity within the same theme, prompts may need to be adjusted.
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Comments (53)
I'm waiting for this model, thx for your work ! ^^
Thank you for loving GhostMix, hope you can like GhostXL
XL模型出图的脸,正面光的概率很大。1.5模型动漫基本都是背光。不知道是什么原因。
主要XL跟1.5本质上是两个模型....所以变化都挺大的,我是试图将1.5的效果搬到XL这边来
Animagine XL v3 is using "Fair AI Public License 1.0-SD"
Based on the license.
Can you open source your code/config for training or recipe for merging(if you have done merge)?
Thank you for reminding me the license. The training config already on github: https://github.com/drnighthan/GhostXL/blob/main/GhostXL_finetune.toml, by training I got the temp model. And then I merge Juggernaut XL, ZavyChromaXL and DreamShaper XL each 10%.
能基于pony系列做微调吗,我感觉pony系列的姿势更丰富,泛化性更强
好的,我之后有空去试一试
@_GhostInShell_ 期待大佬成品!
前来膜拜
终于!!!
捉到一枚大佬
@chirenshuomeng 老脸一红,不敢当不敢当
@juaner0211589 大佬谦虚
Absolutely incredible model, as always, thanks a lot
Thank you
謝謝你的新作品,我一直都是GhostMix的愛用者,長期以GhostMix V2.0 BakeVAE為主力模型,使用上真的很能滿足我的需求與標準。
不過我目前還沒遷移到SDXL,看來現在時候到了~~
感谢喜爱,GhostXL在良图率和语义理解上面都有所提高,但还是一个动漫模型,画风没有GhostMix广泛,您先可以试试再做选择~
@_GhostInShell_ 好的,最近正好要準備遷移到SDXL,會兩邊都併行使用
4090 is a gaming card(ToC), if you wanna improve training efficiency, server with H100/A100 is a must(high cost ....)
....yeah, but A100/H100 is not that available for normal trainer,especially in China
支持!!!
谢谢
とても素敵です。
Is there a particular tip you have for making the images more detailed? sometimes when I create an image the face appears less detailed than the rest of the body
sorry,I don't have any tips for that...but if you making the full body shot, you can try ADetailer to fix the problem
Ive seen some people in other models use "face focus"
1girl vs girl
I have noticed in other models this makes a difference too. I was going to ask a general question about it on reddit, but thought I would ask your specifically, how you view the difference in training, for your model.
For my small sample of comparison, it seems like "1girl" gives a brighter anime look, whereas "girl" gives a more realistic look.
Can you give any insight into that?
I don't know either. But maybe it is because of the training dataset. Most of us will use danbooru dataset in training, and danbooru will tag "1girl" instead of "girl". Maybe that is the reason.
I absolutely love the realistic anime style. Nothing else really nails that aesthetic. Just noticed that Animagine 3.1 added a bunch of characters. Will there be an update to integrate it? Hope so!
Yes.But I've been training other diffusion model recently, so I will try when I am free.
idk what to say, I personally don't enjoy cartoons/manga, but looking at the output of this model, the way it follows the prompt, so closely, it amazes me!
You should make a realistic version!
Thank you. But I am not good at realistic model, and there are so many talented trainer like leosam, maybe you can try their models.
@_GhostInShell_ I think I've tried every realistic SDXL model on civitai, i'm not as impressed as by yours :)
@_GhostInShell_ the level of prompt adherence is something lacking in every model. I seriously think you should consider making a realistic version. The closest one to yours is RealCartoonXL, but GhostXL is completely on a different level.
@ey7mr10s583 Thank you again for liking GhostXL. Honestly, I have been busy recently assisting with the training of other closed-source models. But ok, if I get some free time, I will attempt to train a realistic model.
Hi, everyone who cares about me. As what I said in the article , I will take a break , maybe 1 day , 1 month or forever. For those guys who loves my model , I love you guys and hope we can meet again in the future.
Well, that's terrible.
This is by far the best looking anime XL model, it's the base of my personal merge that's slowly taking over my old 1.5 one.
All other Anime XL models are extremely flat, this brings some much needed depth and shading.
Hell, my 1.5 model uses GhostMix too.
@Giangiotto Thank you for liking GhostXL and GhostMix. The personal attack to me makes me exhausted, I can't even sleep recently. So give me some time , I think I can find my happiness back after a break.
@_GhostInShell_ By all means, take some time for yourself but remember that for every person who says something bad, there are at least 1000 who like what you do.
Negativity is always louder than positivity.
GhostMix is one of the most successful 1.5 anime models ever, there's a reason for that.
GhostXL is high up too and used in several highly rated merges too.
@Giangiotto his right im a long long time artist and i think from my time on stable diffusion yours has brang me to my rainbow while for others all they see is the rain you are a godsend!
I wish you the best luck forever. <3
很棒,谢谢做出这么好的模型。
大佬这连黄图都没,全是高质量的图,牛逼
i love how this ckpt is so funky and fun!! the colors are awesome and when i combine it with the lora i created it makes the artwork of my dreams!!
请问这个模型需要搭配特定的VAE吗?还是选择自动就行了?
为什么我出的图都跟插画一样呢,花花绿绿的颜色,好奇怪,只用了这个底模而已,一整片的红色蓝色,出来的图很奇怪
Any chance of getting an illustrious checkpoint?
好久不见,最近出了一个叫v预测的东东,效果很好
什么弄?
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