import gradio as gr import os from serve.gradio_web import * from serve.gradio_web_image_editing import * from serve.gradio_web_video_generation 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) with gr.Tab("Generation Playground", id=2): #Direct Chat build_single_model_ui(models, add_promotion_links=True) if elo_results_file: with gr.Tab("Generation Leaderboard", id=3): build_leaderboard_tab(elo_results_file['t2i_generation'], leaderboard_table_file['t2i_generation']) with gr.Tab("Image Edition", id=5): with gr.Tabs() as tabs_ie: with gr.Tab("Edition Arena (battle)", id=5): build_side_by_side_ui_anony_ie(models) with gr.Tab("Edition Arena (side-by-side)", id=6): build_side_by_side_ui_named_ie(models) with gr.Tab("Edition Playground", id=7): #Direct Chat build_single_model_ui_ie(models, add_promotion_links=True) if elo_results_file: with gr.Tab("Edition Leaderboard", id=8): build_leaderboard_tab(elo_results_file['image_editing'], leaderboard_table_file['image_editing']) with gr.Tab("Video Generation", id=10): with gr.Tabs() as tabs_vg: with gr.Tab("Video Generation Arena (battle)", id=10): build_side_by_side_ui_anony_vg(models) with gr.Tab("Video Generation Arena (side-by-side)", id=11): build_side_by_side_ui_named_vg(models) with gr.Tab("Video Generation Playground", id=12): #Direct Chat build_single_model_ui_vg(models, add_promotion_links=True) if elo_results_file and 'video_generation' in elo_results_file: with gr.Tab("Video Generation Leaderboard", id=13): build_leaderboard_tab(elo_results_file['video_generation'], leaderboard_table_file['video_generation']) with gr.Tab("About Us", id=4): 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'): if 't2i_generation' in file.name: elo_results_file['t2i_generation'] = file elif 'image_editing' in file.name: elo_results_file['image_editing'] = file elif 'video_generation' in file.name: elo_results_file['video_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 elif 'image_editing' in file.name: leaderboard_table_file['image_editing'] = file elif 'video_generation' in file.name: leaderboard_table_file['video_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(enable_nsfw=False, do_pre_download=True, do_debug_packages=True) # models = ModelManager(enable_nsfw=False, do_pre_download=False, do_debug_packages=False) 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)