WD 1.5 Beta is fine-tuned directly from stable-diffusion-2-1 (768), using v-prediction and variable aspect bucketing (maximum pixel area of 896x896) with real life and anime images*.* Given the broad range of concepts encompassed in WD 1.5, we expect it to serve as an ideal candidate for further fine-tuning, LoRA's, and other embedding applications.
It is important to note that this is a preliminary release of the model and that we are committed to improving the model as time progresses. Developing a model that can handle a wide range of styles and concepts requires a substantial investment of time and computational resources.
Given that this model has undergone extensive fine-tuning from SD 2.1, it may generate responses that deviate from models to which you are accustomed. To optimize your experience, we recommend that you take some time to familiarize yourself with WD 1.5.
I suggest generating images at a resolution between 640px and 896px, and then using latent upscaling with 0.65-0.75 denoising strength.
The suggested default positive prompt is:
(exceptional, best aesthetic, new, newest, best quality, masterpiece, extremely detailed, anime, waifu:1.2)
And for the negative prompt:
lowres, ((bad anatomy)), ((bad hands)), missing finger, extra digits, fewer digits, blurry, ((mutated hands and fingers)), (poorly drawn face), ((mutation)), ((deformed face)), (ugly), ((bad proportions)), ((extra limbs)), extra face, (double head), (extra head), ((extra feet)), monster, logo, cropped, worst quality, jpeg, humpbacked, long body, long neck, ((jpeg artifacts)), deleted, old, oldest, ((censored)), ((bad aesthetic)), (mosaic censoring, bar censor, blur censor)
For best performance, you must use the WD VAE with WD 1.5. The VAE can be found here: https://huggingface.co/hakurei/waifu-diffusion-v1-4/blob/main/vae/kl-f8-anime2.ckpt
Model: WD Radiance
1girl, arms at sides, black hair, black sailor collar, black skirt, black sleeves, city, closed eyes, closed mouth, collarbone, neckerchief, outdoors, pleated skirt, red neckerchief, sailor collar, scenery, school uniform, serafuku, short hair, short sleeves, skirt, sky, solo, split mouth, upper body, cat ears, animal ears, animal ear fluff
BREAK
(exceptional, best aesthetic, new, newest, best quality, masterpiece, extremely detailed, anime:1.2),
lowres, ((bad anatomy)), ((bad hands)), text, missing finger, extra digits, fewer digits, blurry, ((mutated hands and fingers)), (poorly drawn face), ((mutation)), ((deformed face)), (ugly), ((bad proportions)), ((extra limbs)), extra face, (double head), (extra head), ((extra feet)), monster, logo, cropped, worst quality, jpeg, humpbacked, long body, long neck, ((jpeg artifacts)), deleted, old, oldest, ((censored)), ((bad aesthetic)), (mosaic censoring, bar censor, blur censor)
Steps: 20, Sampler: DPM++ 2M Karras, CFG scale: 7, Seed: 2195473148, Size: 896x540, Model hash: fb516d167c, Model: wd-radiance, Denoising strength: 0.67, Hires upscale: 2, Hires upscaler: Latent
Model: WD Ink
