|
|
|
|
|
import gradio as gr |
|
|
|
from model import Model |
|
from settings import CACHE_EXAMPLES, MAX_SEED |
|
from utils import randomize_seed_fn |
|
|
|
|
|
def create_demo(model: Model) -> gr.Blocks: |
|
examples = [ |
|
'A chair that looks like an avocado', |
|
'An airplane that looks like a banana', |
|
'A spaceship', |
|
'A birthday cupcake', |
|
'A chair that looks like a tree', |
|
'A green boot', |
|
'A penguin', |
|
'Ube ice cream cone', |
|
'A bowl of vegetables', |
|
] |
|
|
|
def process_example_fn(prompt: str) -> str: |
|
return model.run_text(prompt) |
|
|
|
with gr.Blocks() as demo: |
|
with gr.Box(): |
|
with gr.Row(elem_id='prompt-container'): |
|
prompt = gr.Text( |
|
label='Prompt', |
|
show_label=False, |
|
max_lines=1, |
|
placeholder='Enter your prompt').style(container=False) |
|
run_button = gr.Button('Run').style(full_width=False) |
|
result = gr.Model3D(label='Result', show_label=False) |
|
with gr.Accordion('Advanced options', 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) |
|
guidance_scale = gr.Slider(label='Guidance scale', |
|
minimum=1, |
|
maximum=20, |
|
step=0.1, |
|
value=15.0) |
|
num_inference_steps = gr.Slider( |
|
label='Number of inference steps', |
|
minimum=1, |
|
maximum=100, |
|
step=1, |
|
value=64) |
|
|
|
gr.Examples(examples=examples, |
|
inputs=prompt, |
|
outputs=result, |
|
fn=process_example_fn, |
|
cache_examples=CACHE_EXAMPLES) |
|
|
|
inputs = [ |
|
prompt, |
|
seed, |
|
guidance_scale, |
|
num_inference_steps, |
|
] |
|
prompt.submit( |
|
fn=randomize_seed_fn, |
|
inputs=[seed, randomize_seed], |
|
outputs=seed, |
|
queue=False, |
|
).then( |
|
fn=model.run_text, |
|
inputs=inputs, |
|
outputs=result, |
|
) |
|
run_button.click( |
|
fn=randomize_seed_fn, |
|
inputs=[seed, randomize_seed], |
|
outputs=seed, |
|
queue=False, |
|
).then( |
|
fn=model.run_text, |
|
inputs=inputs, |
|
outputs=result, |
|
api_name='text-to-3d', |
|
) |
|
return demo |
|
|
