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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() |