from diffusers import StableDiffusionPipeline
import torch

model_id = "haor/Evt_V4-preview"
branch_name= "main"

pipe = StableDiffusionPipeline.from_pretrained(model_id, revision=branch_name, torch_dtype=torch.float16)
pipe = pipe.to("cuda")

prompt = "1girl"
image = pipe(prompt).images[0]

image.save("./1girl.png")

1girl in black serafuku standing in a field solo, food, fruit, lemon, bubble, planet, moon, orange \(fruit\), lemon slice, leaf, fish, orange slice, by (tabi:1.25), spot color, looking at viewer, closeup cowboy shot
Negative prompt: (bad:0.81), (comic:0.81), (cropped:0.81), (error:0.81), (extra:0.81), (low:0.81), (lowres:0.81), (speech:0.81), (worst:0.81), (blush:0.9), 2koma, 3koma, 4koma, collage, lipstick
Steps: 20, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2285895007, Size: 512x1152, Denoising strength: 0.7, Clip skip: 2

{Masterpiece, Kaname_Madoka, tall and long double tails, well rooted hair, (pink hair), pink eyes, crossed bangs, ojousama, jk, thigh bandages, wrist cuffs, (pink bow: 1.2)}, plain color, sketch, masterpiece, high detail, masterpiece portrait, best quality, ray tracing, {:<, look at the edge}
Negative prompt: ((((ugly)))), (((duplicate))), ((morbid)), ((mutilated)),extra fingers, mutated hands, ((poorly drawn hands)), ((poorly drawn face)), (((bad proportions))), ((extra limbs)), (((deformed))), (((disfigured))), cloned face, gross proportions, (malformed limbs), ((missing arms)), ((missing legs)), (((extra arms))), (((extra legs))), too many fingers, (((long neck))), (((low quality))), normal quality, blurry, bad feet, text font ui, ((((worst quality)))), anatomical nonsense, (((bad shadow))), unnatural body, liquid body, 3D, 3D game, 3D game scene, 3D character, bad hairs, poorly drawn hairs, fused hairs, big muscles, bad face, extra eyes, furry, pony, mosaic, disappearing calf, disappearing legs, extra digit, fewer digit, fused digit, missing digit, fused feet, poorly drawn eyes, big face, long face, bad eyes, thick lips, obesity, strong girl, beard，Excess legs
Steps: 20, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2468255263, Size: 512x1152, Denoising strength: 0.7, Clip skip: 2

arb:
  enabled: true
  debug: false
  base_res: [512, 512]
  max_size: [768, 512]
  divisible: 64
  max_ar_error: 4
  min_dim: 256
  dim_limit: 1024

scheduler:
  name: diffusers.DDIMScheduler
  params:
      beta_end: 0.012
      beta_schedule: "scaled_linear"
      beta_start: 0.00085
      clip_sample: false
      num_train_timesteps: 1000
      set_alpha_to_one: false
      steps_offset: 1
      trained_betas: null

optimizer:
  name: bitsandbytes.optim.AdamW8bit
  params:
    lr: 2e-6
    weight_decay: 5e-2
    eps: 1e-7

lr_scheduler:
  name: torch.optim.lr_scheduler.CosineAnnealingWarmRestarts
  warmup: 
    enabled: true
    init_lr: 2e-8
    num_warmup: 50
    strategy: "cos"  
  params:
    T_0: 5
    T_mult: 1
    eta_min: 6e-7
    last_epoch: -1