Important: Use the version of the LoRA depending on the resolution you are going to use. Stylize generated images from 2.5D or 2.25D models as 2D. Don't use tags like "perfect hands" for the 1st version, it will confuse most models.

Trained LoRA stylized as 2D anime for the landscape/wallpaper resolution. It will work as a mini-model that will change the style of the model you'll use. For some models, it will be in a subtle way. The best use is in 2.25 to 2.5D models with good anatomy.

Tips for better use: Try different weights for each model, start with 0.3 and slowly increase it until you find the right spot. Try my negatives of my first two images that work in most of the models I've tried. Use a model that mixes 2D and 3D so this LoRA will tune down the 3D.

Basically: For 2.5D models it will need more weight, for 2D models it will need less weight. For some 2D models, 0.2 weight will be enough. Do not use with 3D models or 2.75D models.

It will hardly be influenced by the main model!! So be careful which one will you use, as it will enhance it capabilities. It can greatly help eyes and you will get good results with "shining eyes" and "detailed eyes" and maybe it will help hand generation.

Some models would need "semirealistic" in prompt to work, for others my LoRA won't work as great.

It will change a lot your gen, it is not like other HD enhancers that will not change the composition. Why you should use it? Well, because it shows an amazing style that it is my favorite. Trained over HD/detailed and most of the time a blurry style, you can force it with prompts like "blurry background". The focus will be on the character and the depth of field is used a lot for this 2Dfy edition.

This mini-model was trained with AnyLoRA so it should create good quality 2D anime. V1 is trained with half of my anime gallery, so that means 2271 images.

V1 was trained with resolution x640. It will work with resolution 768x512 / 832x448.

HD v1 was trained with resolution x1024. It uses resolution x1280 and x1024. HD v1 shows the best results and it seems to change the image even more than v1.

HD v1.1 will be trained on resolution x896. It should be better on resolution x1024 to x1152.

I'll try to train a version for XL models in the future.

Weight is very variable, but the best results I had is from 0,4 to 0,7, with 0,7 being the default for 2.5D models and 0,6 for 2.25D models. You can also use from 0,1 to 1. Weight will hardly depend on the model, test yourself. I like to use from 0,6 to 0,75. This LoRA can tune down the 3D of some models and make the image better.

Remember this is a LoRA for ANIME WALLPAPER STYLE, with characters. So it would show best results for that purpose. I also recommend a way to fix eyes. I recommend Adetailer in Stable Diffusion.

★ New: Version v1.1 (working on it until v2) includes new tags & most used tags (negatives too, like low quality or bad quality). Deleted some bad images. Actually 360/2228 images. Quality tags: masterpiece, UHD2Dfy, HD wallpaper (in this order). For eyes: detailed eyes.

Version v1.2: Will have a better tag to choose between normal quality and painted style, something like 2DfyPainted. For the best quality we'll still use UHD2Dfy. More bad images were deleted. I'll also try to delete images from more than 2 characters, because SD 1.5 normally works better with 1 or 2 characters. I'm not talking about characters in background.

For V2 I'll retrain the LoRA to manually include new tags (like anime names/character tags), include poses, effects, fix tags, hand/image qualities and add new tags like "dynamic pose", "movement effect", "anime painted style", "blurry vignette", "blurry background", "glow"... deleting bad images and adding a few new images as well. The result should be better with advanced prompts and more consistent than V1. Current state: ~360/2250

All intended custom tags (for V2): UHD2Dfy, Bright2Dfy, Blur2Dfy, Vintage2Dfy (Old filter), Painted2Dfy, Retro2Dfy (Retro anime style), Special2Dfy (An special amazing chosen style for certain images)

FAQ:

What about SFW or NSFW?

It was trained over SFW artwork so I don't know if it will work for NSFW.

Can I use it for 2D?

I only use this LoRA for 2.5D or 2.25D models, because for 2D models it can make some gens weird, but it can still work if the model is great.

LoRA is not giving me the best results.

If you want better results, try less complicated tags (so more generic ones), less "perfect" tags and try different negatives that can be good for the base model. If you use a lot of complicated tags, the combination can make worse the result. Also try another model, this LoRA is good very specific scenarios. My intention for V2 will be to make it more consistent.

The images you see as examples were done mainly with my model Everything-Mix v2.1 / V3 :)

This was my 2nd trained LoRA and I decided to share with you. Test it and let me know if it works for you! Share to me your images so I can see the results. You can use this LoRA as you want, but give me the proper credit. Don't sell it.

Note: Changed name from DarkSky Diffusion to 2Dfy, as I'll try to make a model out of this LoRA in the future and maybe I will give it that name. Since I can do more editions of this kind of LoRAs, this will be the "DarkSky" one.

Most used tags for V1:

solo (1821) 1girl (1791) long hair (1355) looking at viewer (1228) smile (800) dress (727) short hair (718) red eyes (715) bangs (692) breasts (663) holding (608) weapon (601) black hair (566) blue eyes (550) ribbon (523) very long hair (500) gloves (496) skirt (495) sky (466) long sleeves (456) blonde hair (454) sword (418) flower (415) open mouth (401) shirt (401) upper body (397) hair ornament (397) bare shoulders (392) thighhighs (379) 1boy (379) white hair (372) hat (359) hair between eyes (356) blush (345) outdoors (344) petals (330) medium breasts (323) bow (321) blue hair (309) twintails (306) cloud (306) cleavage (296) brown hair (296) holding weapon (292) wings (289) closed mouth (285) hair ribbon (283) male focus (270) yellow eyes (261) detached sleeves (253)

Most used tags for V2:

[WIP]

Upcoming 2Dfy editions:

ClearSky Edition: The other half of my anime gallery.

Masterpiece Edition: The best images from a collection of 5000.

All images deleted from the LoRAs will try to make a new edition of the LoRA (Weird Edition) after I finish each one, so it would be a total of 4. This edition won't be revised and won't be shared... probably.

Also, due to limitations of SD 1.5 models with various characters I'll try to create a new LoRA for more than 3 characters.

2Dfy (DarkSky Edition v1.1) | Stylize 2.5D into 2D Anime: Slightly better hands and style + HD Wallpaper training - HD_v1.1