Nice Nature (umamusume)

LoHa of Nice Nature (umamusume). Put LoHa file in your stable-diffusion-webui/models/lora folder and write LoRA notation in prompt to applying LoHa. <lora:your_loha_name:weight>

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Recommend options

• LoRA weight 0.7~0.8

• Trigger words

  • base

    • nice nature \(umamusume\)

  • Racing competition costume :

    • ear covers, green bowtie, diagonal-striped bowtie, striped puffy sleeves, puffy long sleeves, juliet sleeves, grey shirt, double-breasted, buttons, black dress, frilled dress, pinafore dress, thigh strap, o-ring, red socks, brown footwear, knee boots, cross-laced footwear, lace-up boots, kneehighs

  • Cheerleader costume :

    • official alternate costume, cheerleader, ponytail, long sleeves, crop top, white shirt, sailor collar, midriff, navel, blue jacket, open jacket, belt, layered skirt, pleated skirt, white skirt, miniskirt, thigh strap, white socks, red footwear, sneakers, shoes

    • to remove pom poms, use tag with hand.(ex, hand on hip)

    • (optiona) shorts under skirt, short shorts, orange shorts

      • but adding details for same location is hard for AI.

  • Casual clothes :

    • casual, ear covers, long sleeves, wide sleeves, red shirt, white shirt, denim skirt, handbag, shoulder bag

  • Swimsuit :

    • water, wet clothes, blue swimsuit, blue one-piece swimsuit, wet hair, poolside, competition school swimsuit, wet swimsuit, single vertical stripe

  • Tracen school uniform(summer) :

    • tracen school uniform, purple shirt, pleated skirt, puffy short sleeves, white skirt, puffy sleeves, summer uniform, frilled skirt, sailor collar, sailor shirt, miniskirt, frills, white thighhighs

Use a model derived from or mixed with animefull model.

• Settings

  • Stable Diffusion WebUI by Automatic1111

  • DPM++ Series(SDE Karras, 2M Karras, etc.)

  • about 20 steps, CFG scale 3.5~6.5

  • I recommend kl-f8-anime2.vae

  • CLIP skip = 1

  • Use Hires.fix to get higher quality image

    • Up-scaler

      • Latent, Latent (nearest-exact), Latent (bicubic antialiased) or other Latent series.

    • Denoising strength 0.50~0.65

LoRA training info

• trained on sd-scripts by kohya_ss.

  • LyCORIS by KohakuBlueleaf

  • Thank you all a lot!

• based on Animefull-pruned model

• 169 images of nice nature

  • 4x low quality 57 images

  • 8x medium quality 49 images

  • 16x high quality 63 images

  • => 1 epoch = 1628 images

• replaced character feature tags with nice nature \(umamusume\)

  • 1girl, twintails, bangs, blue eyes, streaked hair, horse tail, grey eyes, green eyes, red eyes, horse girl, solo, brown hair, hair between eyes, simple background, multicolored hair, two-tone hair, tail, tail through clothes, medium hair, animal ears, yellow eyes, brown eyes, horse ears

  • I think these tags are

    • the essentials of nice nature

    • or unnecessary for training because of duplication.

• resolution : 768x768 with aspect ratio bucketing.

• other training settings is included in training_data.zip or metadata in LoRA file.

All uploaded images are generated by AOM3A1

And, special thanks to my best friend. DH.