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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, 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) | |
} | |
image_bytes = requests.post(API_URL, headers=headers, json=payload).content | |
image = Image.open(io.BytesIO(image_bytes)) | |
return image | |
css = """ | |
body { | |
background-color: #fafafa !important; | |
} | |
.title { | |
font-size: 1em !important; | |
text-align: center; | |
color: #333; | |
font-family: 'Helvetica Neue', sans-serif; | |
text-transform: uppercase; | |
letter-spacing: 0.1em; | |
padding: 0.5em 0; | |
background: transparent; | |
} | |
.title span { | |
background: -webkit-linear-gradient(45deg, #7ed56f, #28b485); | |
-webkit-background-clip: text; | |
-webkit-text-fill-color: transparent; | |
font-size: 2.5em; | |
} | |
.primary.svelte-cmf5ev { | |
background: -webkit-linear-gradient(45deg, #7ed56f, #28b485) !important; | |
} | |
.svelte-15lo0d8 { | |
flex-direction: column !important; | |
} | |
.footer { | |
display: none; | |
} | |
""" | |
with gr.Blocks(css=css) as Animagine: | |
gr.HTML( | |
""" | |
<div style="text-align: center; margin: 0 auto;"> | |
<div style="display: inline-flex; align-items: center; gap: 0.8rem;"> | |
<h1 class="title"> | |
<span>Animagine XL 3.1</span> | |
</h1> | |
</div> | |
</div> | |
""" | |
) | |
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") | |
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") | |
text_button = gr.Button("Генерировать", variant='primary', elem_id="gen-button", concurrency_limit=100) | |
image_output = gr.Image(type="pil", label="Сгенерированое изображение", elem_id="gallery") | |
text_button.click(query, inputs=[text_prompt, negative_prompt], outputs=image_output) | |
Animagine.launch(show_api=False) | |