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import gradio as gr | |
import time | |
import random | |
random_seed = None | |
models = [ | |
"Yntec/ChickFlick", | |
"Yntec/CrystalReality", | |
"Yntec/DegreesOfFreedom", | |
] | |
model_functions = {} | |
model_idx = 1 | |
for model_path in models: | |
try: | |
model_functions[model_idx] = gr.Interface.load(f"models/{model_path}", live=False, preprocess=True, postprocess=False) | |
except Exception as error: | |
def the_fn(txt, seed=None): | |
return None | |
model_functions[model_idx] = gr.Interface(fn=the_fn, inputs=["text", "number"], outputs=["image"]) | |
model_idx += 1 | |
def send_it_idx(idx): | |
def send_it_fn(prompt): | |
global random_seed | |
output = (model_functions.get(idx) or model_functions.get(1))(prompt, random_seed) | |
return output | |
return send_it_fn | |
def get_prompts(prompt_text): | |
return prompt_text | |
def clear_it(val): | |
return 0 | |
def all_task_end(cnt, t_stamp): | |
to = t_stamp + 360 | |
et = time.time() | |
if et > to and t_stamp != 0: | |
d = gr.update(value=0) | |
tog = gr.update(value=1) | |
else: | |
d = gr.update(value=et if cnt != 0 else 0) | |
tog = gr.update(value=0) | |
return d, tog | |
def all_task_start(): | |
global random_seed | |
random_seed = random.randint(0, 2**32 - 1) | |
t_stamp = time.time() | |
return gr.update(value=t_stamp), gr.update(value=t_stamp), gr.update(value=0) | |
def clear_fn(): | |
nn = len(models) | |
return tuple([None, *[None for _ in range(nn)]]) | |
with gr.Blocks(title="SD Models") as my_interface: | |
with gr.Column(scale=12): | |
with gr.Row(): | |
with gr.Row(scale=6): | |
primary_prompt = gr.Textbox(label="Prompt", value="") | |
with gr.Row(scale=6): | |
with gr.Row(): | |
run = gr.Button("Run", variant="primary") | |
clear_btn = gr.Button("Clear") | |
with gr.Row(): | |
sd_outputs = {} | |
model_idx = 1 | |
for model_path in models: | |
with gr.Column(scale=3, min_width=320): | |
with gr.Box(): | |
sd_outputs[model_idx] = gr.Image(label=model_path) | |
model_idx += 1 | |
with gr.Row(visible=False): | |
start_box = gr.Number(interactive=False) | |
end_box = gr.Number(interactive=False) | |
tog_box = gr.Textbox(value=0, interactive=False) | |
start_box.change(all_task_end, [start_box, end_box], [start_box, tog_box], every=1, show_progress=True) | |
primary_prompt.submit(all_task_start, None, [start_box, end_box, tog_box]) | |
run.click(all_task_start, None, [start_box, end_box, tog_box]) | |
runs_dict = {} | |
model_idx = 1 | |
for model_path in models: | |
runs_dict[model_idx] = run.click(send_it_idx(model_idx), inputs=[primary_prompt], outputs=[sd_outputs[model_idx]]) | |
model_idx += 1 | |
clear_btn.click(clear_fn, None, [primary_prompt, *list(sd_outputs.values())], cancels=[*list(runs_dict.values())]) | |
tog_box.change(clear_it, tog_box, tog_box, cancels=[*list(runs_dict.values())]) | |
text_gen1 = gr.Interface.load("spaces/phenomenon1981/MagicPrompt-Stable-Diffusion") | |
my_interface.queue(concurrency_count=600, status_update_rate=1) | |
my_interface.launch(inline=True, show_api=True) | |