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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/openskyml/dalle-3" | |
API_TOKEN = os.getenv("HF_READ_TOKEN") # it is free | |
headers = {"Authorization": f"Bearer {API_TOKEN}"} | |
def query(prompt, is_negative=False, steps=1, cfg_scale=6, seed=None): | |
payload = { | |
"inputs": prompt + ", 8k", | |
"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 = """ | |
.gradio-container { | |
font-family: 'IBM Plex Sans', sans-serif; | |
} | |
.gr-button { | |
color: white; | |
border-color: black; | |
background: black; | |
} | |
input[type='range'] { | |
accent-color: black; | |
} | |
.dark input[type='range'] { | |
accent-color: #dfdfdf; | |
} | |
.gradio-container { | |
max-width: 730px !important; | |
margin: auto; | |
padding-top: 1.5rem; | |
} | |
#gallery { | |
min-height: 22rem; | |
margin-bottom: 15px; | |
margin-left: auto; | |
margin-right: auto; | |
border-bottom-right-radius: .5rem !important; | |
border-bottom-left-radius: .5rem !important; | |
} | |
#gallery>div>.h-full { | |
min-height: 20rem; | |
} | |
.details:hover { | |
text-decoration: underline; | |
} | |
.gr-button { | |
white-space: nowrap; | |
} | |
.gr-button:focus { | |
border-color: rgb(147 197 253 / var(--tw-border-opacity)); | |
outline: none; | |
box-shadow: var(--tw-ring-offset-shadow), var(--tw-ring-shadow), var(--tw-shadow, 0 0 #0000); | |
--tw-border-opacity: 1; | |
--tw-ring-offset-shadow: var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color); | |
--tw-ring-shadow: var(--tw-ring-inset) 0 0 0 calc(3px var(--tw-ring-offset-width)) var(--tw-ring-color); | |
--tw-ring-color: rgb(191 219 254 / var(--tw-ring-opacity)); | |
--tw-ring-opacity: .5; | |
} | |
#advanced-btn { | |
font-size: .7rem !important; | |
line-height: 19px; | |
margin-top: 12px; | |
margin-bottom: 12px; | |
padding: 2px 8px; | |
border-radius: 14px !important; | |
} | |
#advanced-options { | |
display: none; | |
margin-bottom: 20px; | |
} | |
.footer { | |
margin-bottom: 45px; | |
margin-top: 35px; | |
text-align: center; | |
border-bottom: 1px solid #e5e5e5; | |
} | |
.footer>p { | |
font-size: .8rem; | |
display: inline-block; | |
padding: 0 10px; | |
transform: translateY(10px); | |
background: white; | |
} | |
.dark .footer { | |
border-color: #303030; | |
} | |
.dark .footer>p { | |
background: #0b0f19; | |
} | |
.acknowledgments h4{ | |
margin: 1.25em 0 .25em 0; | |
font-weight: bold; | |
font-size: 115%; | |
} | |
.animate-spin { | |
animation: spin 1s linear infinite; | |
} | |
@keyframes spin { | |
from { | |
transform: rotate(0deg); | |
} | |
to { | |
transform: rotate(360deg); | |
} | |
} | |
#share-btn-container {padding-left: 0.5rem !important; padding-right: 0.5rem !important; background-color: #000000; justify-content: center; align-items: center; border-radius: 9999px !important; max-width: 13rem; margin-left: auto;} | |
div#share-btn-container > div {flex-direction: row;background: black;align-items: center} | |
#share-btn-container:hover {background-color: #060606} | |
#share-btn {all: initial; color: #ffffff;font-weight: 600; cursor:pointer; font-family: 'IBM Plex Sans', sans-serif; margin-left: 0.5rem !important; padding-top: 0.5rem !important; padding-bottom: 0.5rem !important;right:0;} | |
#share-btn * {all: unset} | |
#share-btn-container div:nth-child(-n+2){width: auto !important;min-height: 0px !important;} | |
#share-btn-container .wrap {display: none !important} | |
#share-btn-container.hidden {display: none!important} | |
.gr-form{ | |
flex: 1 1 50%; border-top-right-radius: 0; border-bottom-right-radius: 0; | |
} | |
#prompt-container{ | |
gap: 0; | |
} | |
#prompt-container .form{ | |
border-top-right-radius: 0; | |
border-bottom-right-radius: 0; | |
} | |
#gen-button{ | |
border-top-left-radius:0; | |
border-bottom-left-radius:0; | |
} | |
#prompt-text-input, #negative-prompt-text-input{padding: .45rem 0.625rem} | |
#component-16{border-top-width: 1px!important;margin-top: 1em} | |
.image_duplication{position: absolute; width: 100px; left: 50px} | |
.tabitem{border: 0 !important} | |
""" | |
with gr.Blocks(css=css, theme="pseudolab/huggingface-korea-theme") as dalle: | |
gr.HTML( | |
""" | |
<div style="text-align: center; margin: 0 auto;"> | |
<div | |
style=" | |
display: inline-flex; | |
align-items: center; | |
gap: 0.8rem; | |
font-size: 1.75rem; | |
" | |
> | |
<h1 style="font-weight: 900; margin-bottom: 7px;margin-top:5px"> | |
DALL•E 3 | |
</h1> | |
</div> | |
<p style="margin-bottom: 10px; font-size: 94%; line-height: 23px;"> | |
This space demonstrates the work of the model <a style="text-decoration: underline;" href="https://huggingface.co/openskyml/dalle-3">openskyml/dalle-3</a>. | |
</p> | |
</div> | |
""" | |
) | |
with gr.Row(elem_id="prompt-container"): | |
text_prompt = gr.Textbox(label="Prompt", placeholder="a cute cat", lines=1, elem_id="prompt-text-input") | |
text_button = gr.Button("Generate", variant='primary', elem_id="gen-button") | |
with gr.Row(): | |
image_output = gr.Image(type="pil", label="Output Image", elem_id="gallery") | |
with gr.Accordion("Advanced settings", open=False): | |
negative_prompt = gr.Textbox(label="Negative Prompt", value="text, blurry, fuzziness", lines=1, elem_id="negative-prompt-text-input") | |
text_button.click(query, inputs=[text_prompt, negative_prompt], outputs=image_output) | |
dalle.launch(show_api=False) |