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import gradio as gr
import numpy as np
import random
from diffusers import DiffusionPipeline
from optimum.intel.openvino import OVStableDiffusionPipeline
import torch
model_id = "helenai/Linaqruf-anything-v3.0-ov"
pipe = OVStableDiffusionPipeline.from_pretrained(model_id, compile=False)
pipe.reshape( batch_size=1, height=256, width=256, num_images_per_prompt=1)
pipe.compile()
def infer(prompt,negative_prompt):
image = pipe(
prompt = prompt+"score_8_up,score_7_up,score_6_up,score_9,score_8_up,score_7,masterpiece,best quality,source_anime,bangs,",
negative_prompt = "score_6,score_5,score_4,source_furry,pathway,walkway,face mask,heterochromia,\
tattoos,muscular,deformed iris,deformed pupils,long body,long neck,text,error,print,signature,\
logo,watermark,deformed,distorted,disfigured,bad anatomy,wrong anatomy,ugly,disgusting,\
cropped,crooked teeth,multiple views,bad proportions,gross proportions,cloned face,\
worst quality,low quality,normal quality,bad quality,lowres,poorly drawn,semi-realistic,\
3d,render,cg,cgi,imperfect,partial,unfinished,incomplete,monochrome,grayscale,sepia,fat,\
wrinkle,fat leg,fat ass,blurry,hazy,sagging breasts,longbody,lowres,\
bad anatomy,bad hands,missing fingers,extra digit,fewer digits,worst quality,\
low quality,normal quality,watermark,artist name,signature,(bad anatomy)), ((bad art)),\
(((bad proportions))), (b&w), (black/white), (black and white), blurry, body out of frame,\
canvas frame, cloned face, ((close up)), cross-eye, ((deformed)), ((disfigured)), (((duplicate))), \
(((extra arms))), extra fingers, (((extra legs))), ((extra limbs)), (fused fingers), gross proportions, \
((morbid)), (malformed limbs), ((missing arms)), ((missing legs)), mutated, mutated hands, \
(((mutation))), ((mutilated)), (out of frame), ((poorly drawn face)), poorly drawn feet, \
((poorly drawn hands)), tiling, (too many fingers), ((ugly)), wierd colors, (((long neck))), \
ugly, words, wrinkles, writing",
width = 256,
height = 256,
).images[0]
return image
examples = [
"A cute kitten, Japanese cartoon style.",
"A sweet family, dad stands next to mom, mom holds baby girl.",
"A delicious ceviche cheesecake slice",
]
css="""
#col-container {
margin: 0 auto;
max-width: 520px;
}
"""
power_device = "CPU"
with gr.Blocks(css=css) as demo:
with gr.Column(elem_id="col-container"):
gr.Markdown(f"""
# Linaqruf-anything-v3.0-ov 256x256
Currently running on {power_device}.
""")
with gr.Row():
prompt = gr.Text(
label="Prompt",
show_label=False,
max_lines=1,
placeholder="Enter your prompt",
container=False,
)
run_button = gr.Button("Run", scale=0)
result = gr.Image(label="Result", show_label=False)
gr.Examples(
examples = examples,
inputs = [prompt]
)
run_button.click(
fn = infer,
inputs = [prompt],
outputs = [result]
)
demo.queue().launch() |