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import gradio as gr | |
import numpy as np | |
import random | |
import spaces | |
import torch | |
from diffusers import DiffusionPipeline | |
# Load the model | |
dtype = torch.bfloat16 | |
device = "cuda" if torch.cuda.is_available() else "cpu" | |
pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-schnell", torch_dtype=dtype).to(device) | |
# Constants | |
MAX_SEED = np.iinfo(np.int32).max | |
MAX_IMAGE_SIZE = 2048 | |
# Inference function | |
def infer( | |
prompt, | |
seed=42, | |
randomize_seed=False, | |
width=1024, | |
height=1024, | |
num_inference_steps=4, | |
progress=gr.Progress(track_tqdm=True), | |
): | |
if randomize_seed: | |
seed = random.randint(0, MAX_SEED) | |
generator = torch.Generator().manual_seed(seed) | |
image = pipe( | |
prompt=prompt, | |
width=width, | |
height=height, | |
num_inference_steps=num_inference_steps, | |
generator=generator, | |
guidance_scale=0.0 | |
).images[0] | |
return image, seed | |
# Example prompts | |
examples = [ | |
"A heroic adventurer wielding a flaming sword standing on a cliff overlooking a burning battlefield", | |
"A grand mystical library with ancient scrolls and a floating blue orb in the center of the room", | |
"A menacing dragon perched on a mountain peak as storm clouds gather around", | |
] | |
# Custom CSS for a Dungeons & Dragons theme | |
css = """ | |
body { | |
background-color: #1b1b1b; | |
font-family: 'Cinzel', serif; /* Fantasy-style font */ | |
color: #f5f5f5; | |
background-image: url('https://www.transparenttextures.com/patterns/dark-matter.png'); /* Subtle texture for a medieval touch */ | |
} | |
#col-container { | |
margin: 0 auto; | |
max-width: 550px; | |
padding: 15px; | |
border: 4px solid #8b4513; | |
background: linear-gradient(145deg, #2e2b2a, #3a3433); /* Rustic parchment feel */ | |
border-radius: 15px; | |
box-shadow: 0 0 20px rgba(0, 0, 0, 0.8); | |
} | |
h1, h2 { | |
text-align: center; | |
color: #ffd700; | |
font-family: 'Uncial Antiqua', serif; /* Ancient script-like font */ | |
text-shadow: 3px 3px #7c5200; /* Glow effect for magical appeal */ | |
} | |
button { | |
background-color: #8b4513; | |
border: none; | |
color: #f0e6d2; | |
padding: 12px 20px; | |
border-radius: 8px; | |
cursor: pointer; | |
font-size: 18px; | |
text-shadow: 1px 1px #000; | |
transition: all 0.3s ease; | |
} | |
button:hover { | |
background-color: #a0522d; | |
box-shadow: 0 0 10px #ffd700; | |
} | |
""" | |
# Interface | |
with gr.Blocks(css=css) as demo: | |
with gr.Column(elem_id="col-container"): | |
# Title and Description | |
gr.Markdown( | |
""" | |
# 🛡️ ChatDnD.net Dungeons & Dragons Image Generator ⚔️ | |
**Unleash Your Imagination!** Create heroes, maps, quests, and epic scenes to bring your campaigns to life. | |
Tailored for adventurers seeking inspiration or Dungeon Masters constructing their next grand story. <br> | |
[Visit Our Website](https://chatdnd.net) | [Support Us](https://buymeacoffee.com/watchoutformike) | |
""" | |
) | |
# Prompt input and run button | |
with gr.Row(): | |
prompt = gr.Textbox( | |
label="🎲 Enter Your Quest:", | |
lines=3, | |
placeholder="Describe your scene, hero, or epic landscape..." | |
) | |
run_button = gr.Button("Generate Image") | |
# Results | |
result = gr.Image(label="🖼️ Your Legendary Vision") | |
# Advanced settings | |
with gr.Accordion("⚙️ Advanced Settings", open=False): | |
seed = gr.Slider( | |
label="Seed", | |
minimum=0, | |
maximum=MAX_SEED, | |
step=1, | |
value=0, | |
) | |
randomize_seed = gr.Checkbox(label="Randomize seed", value=True) | |
with gr.Row(): | |
width = gr.Slider( | |
label="Width", | |
minimum=256, | |
maximum=MAX_IMAGE_SIZE, | |
step=32, | |
value=1024, | |
) | |
height = gr.Slider( | |
label="Height", | |
minimum=256, | |
maximum=MAX_IMAGE_SIZE, | |
step=32, | |
value=1024, | |
) | |
num_inference_steps = gr.Slider( | |
label="Number of Inference Steps", | |
minimum=1, | |
maximum=50, | |
step=1, | |
value=4, | |
) | |
# Examples | |
gr.Examples( | |
examples=examples, | |
inputs=[prompt], | |
outputs=[result], | |
fn=infer, | |
cache_examples="lazy", | |
) | |
# Interactivity | |
gr.on( | |
triggers=[run_button.click, prompt.submit], | |
fn=infer, | |
inputs=[prompt, seed, randomize_seed, width, height, num_inference_steps], | |
outputs=[result, seed] | |
) | |
# Launch the demo | |
demo.launch() | |