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import gradio as gr
import os
# os.system("pip install -r requirements.txt -U")
# os.system("pip uninstall -y apex")
# os.system("pip uninstall -y flash-attn")
# os.system("FLASH_ATTENTION_FORCE_BUILD=TRUE pip install flash-attn")
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):
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 Arena (battle)", id=0):
build_side_by_side_ui_anony(models)
with gr.Tab("Generation Arena (side-by-side)", id=1):
build_side_by_side_ui_named(models)
if elo_results_file:
with gr.Tab("Generation Leaderboard", id=2):
build_leaderboard_tab(elo_results_file['t2i_generation'], leaderboard_table_file['t2i_generation'])
with gr.Tab("About Us", id=3):
build_about()
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'):
elo_results_file['t2i_generation'] = file
for file in elo_results_dir.glob('*leaderboard.csv'):
leaderboard_table_file['t2i_generation'] = file
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, show_error=True)
demo.launch(server_port=server_port, root_path=ROOT_PATH, show_error=True)
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