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Running
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Zero
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import gradio as gr
import os
from serve.gradio_web import *
from serve.leaderboard import build_leaderboard_tab
from model.model_manager import ModelManager
from pathlib import Path
from serve.constants import SERVER_PORT, ROOT_PATH, ELO_RESULTS_DIR
def build_combine_demo(models, elo_results_file, leaderboard_table_file):
# gr.themes.Default(),
# gr.themes.Soft(),
# gr.Theme.from_hub('gary109/HaleyCH_Theme'),
# gr.Theme.from_hub('EveryPizza/Cartoony-Gradio-Theme')
# gr.themes.Default(primary_hue="red", secondary_hue="pink")
with gr.Blocks(
title="Play with Open Vision Models",
theme=gr.themes.Default(),
css=block_css,
) as demo:
with gr.Tabs() as tabs_combine:
with gr.Tab("Image Generation", id=0):
with gr.Tabs() as tabs_ig:
with gr.Tab("Generation Leaderboard", id=0):
build_leaderboard_tab(elo_results_file['t2i_generation'], leaderboard_table_file['t2i_generation'])
with gr.Tab("Generation Arena (battle)", id=1):
build_side_by_side_ui_anony(models)
return demo
def load_elo_results(elo_results_dir):
from collections import defaultdict
elo_results_file = defaultdict(lambda: None)
leaderboard_table_file = defaultdict(lambda: None)
if elo_results_dir is not None:
elo_results_dir = Path(elo_results_dir)
elo_results_file = {}
leaderboard_table_file = {}
for file in elo_results_dir.glob('elo_results_*.pkl'):
if 't2i_generation' in file.name:
elo_results_file['t2i_generation'] = file
# else:
# raise ValueError(f"Unknown file name: {file.name}")
for file in elo_results_dir.glob('*_leaderboard.csv'):
if 't2i_generation' in file.name:
leaderboard_table_file['t2i_generation'] = file
# else:
# raise ValueError(f"Unknown file name: {file.name}")
return elo_results_file, leaderboard_table_file
if __name__ == "__main__":
server_port = int(SERVER_PORT)
root_path = ROOT_PATH
elo_results_dir = ELO_RESULTS_DIR
models = ModelManager()
elo_results_file, leaderboard_table_file = load_elo_results(elo_results_dir)
demo = build_combine_demo(models, elo_results_file, leaderboard_table_file)
demo.queue(max_size=20).launch(server_port=server_port, root_path=ROOT_PATH, share=True)
# demo.launch(server_name="0.0.0.0", server_port=7860, root_path=ROOT_PATH) |