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import gradio as gr | |
import requests | |
import io | |
import random | |
import os | |
from PIL import Image | |
API_URL = "https://api-inference.huggingface.co/models/cagliostrolab/animagine-xl-3.1" | |
API_TOKEN = os.getenv("HF_READ_TOKEN") # it is free | |
headers = {"Authorization": f"Bearer {API_TOKEN}"} | |
def query(prompt, is_negative=False, width, height, steps=37, cfg_scale=8, seed=None): | |
payload = { | |
"inputs": prompt, | |
"is_negative": is_negative, | |
"steps": steps, | |
"cfg_scale": cfg_scale, | |
"seed": seed if seed is not None else random.randint(-1, 2147483647), | |
"width": width, | |
"height": height | |
} | |
image_bytes = requests.post(API_URL, headers=headers, json=payload).content | |
image = Image.open(io.BytesIO(image_bytes)) | |
return image | |
css = """ | |
.footer { | |
display: none; | |
} | |
""" | |
with gr.Blocks(css=css) as Animagine: | |
with gr.Row(): | |
with gr.Column(): | |
with gr.Tab("Базовые настройки"): | |
with gr.Row(): | |
with gr.Column(elem_id="prompt-container"): | |
text_prompt = gr.Textbox(label="Prompt", placeholder="Описание изображения", lines=1, elem_id="prompt-text-input") | |
with gr.Tab("Расширенные настройки"): | |
with gr.Row(): | |
negative_prompt = gr.Textbox(label="Negative Prompt", placeholder="Чего не должно быть на изображении", value="[deformed | disfigured], poorly drawn, [bad : wrong] anatomy, [extra | missing | floating | disconnected] limb, (mutated hands and fingers), blurry", lines=1, elem_id="negative-prompt-text-input") | |
with gr.Row(): | |
steps = gr.Slider(label="Sampling steps", value=35, minimum=1, maximum=70, step=1) | |
with gr.Row(): | |
cfg = gr.Slider(label="CFG Scale", value=7, minimum=1, maximum=20, step=1) | |
with gr.Row(): | |
seed = gr.Slider(label="Seed", value=-1, minimum=-1, maximum=1000000000, step=1) | |
with gr.Tab("Beta"): | |
with gr.Row(): | |
width = gr.Slider(label="Ширина", minimum=15, maximum=2000, value=1024, step=1) | |
height = gr.Slider(label="Высота", minimum=15, maximum=2000, value=1024, step=1) | |
with gr.Tab("Информация"): | |
with gr.Row(): | |
gr.Textbox(label="Шаблон prompt", value="{prompt} | ultra detail, ultra elaboration, ultra quality, perfect.") | |
with gr.Row(): | |
gr.HTML("""<button class="lg secondary svelte-cmf5ev" style="width: 100%;" onclick="window.open('http://ai-hub.rf.gd', '_blank');">AI-HUB</button>""") | |
gr.HTML("""<button class="lg secondary svelte-cmf5ev" style="width: 100%;" onclick="window.open('http://yufi.rf.gd', '_blank');">YUFI</button>""") | |
with gr.Row(): | |
text_button = gr.Button("Генерация", variant='primary', elem_id="gen-button") | |
with gr.Column(): | |
with gr.Row(): | |
image_output = gr.Image(type="pil", label="Изображение", elem_id="gallery") | |
text_button.click(query, inputs=[text_prompt, negative_prompt, width, height, steps, cfg, seed], outputs=image_output) | |
Animagine.queue(max_size=200).launch(show_api=False) | |