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import gradio as gr | |
from gradio_leaderboard import Leaderboard | |
from apscheduler.schedulers.background import BackgroundScheduler | |
from src.about import ( | |
CITATION_BUTTON_LABEL, | |
CITATION_BUTTON_TEXT, | |
INTRODUCTION_TEXT, | |
LLM_BENCHMARKS_TEXT, | |
TITLE, | |
TITLE_IMAGE, | |
) | |
from src.display.css_html_js import custom_css | |
from src.display.utils import ( | |
BENCHMARK_COLS, | |
COLS, | |
AutoEvalColumn, | |
fields, | |
) | |
from src.envs import API, EVAL_RESULTS_PATH, REPO_ID | |
from src.populate import get_leaderboard_df | |
def restart_space(): | |
API.restart_space(repo_id=REPO_ID) | |
LEADERBOARD_DF = get_leaderboard_df(EVAL_RESULTS_PATH, COLS, BENCHMARK_COLS) | |
def init_leaderboard(dataframe): | |
if dataframe is None or dataframe.empty: | |
raise ValueError("Leaderboard DataFrame is empty or None.") | |
return Leaderboard( | |
value=dataframe, | |
datatype=[c.type for c in fields(AutoEvalColumn)], | |
search_columns=[AutoEvalColumn.model.name], | |
interactive=False, | |
) | |
demo = gr.Blocks(css=custom_css) | |
with demo: | |
gr.HTML(TITLE_IMAGE) | |
gr.HTML(TITLE) | |
gr.Markdown(INTRODUCTION_TEXT, elem_classes="markdown-text") | |
with gr.Tabs(elem_classes="tab-buttons") as tabs: | |
with gr.TabItem("π LLM Benchmark", elem_id="llm-benchmark-tab-table", id=0): | |
leaderboard = init_leaderboard(LEADERBOARD_DF) | |
with gr.TabItem("π About", elem_id="llm-benchmark-tab-table", id=2): | |
gr.Markdown(LLM_BENCHMARKS_TEXT, elem_classes="markdown-text") | |
with gr.Row(): | |
with gr.Accordion("π Citation", open=False): | |
citation_button = gr.Textbox( | |
value=CITATION_BUTTON_TEXT, | |
label=CITATION_BUTTON_LABEL, | |
lines=20, | |
elem_id="citation-button", | |
show_copy_button=True, | |
) | |
scheduler = BackgroundScheduler() | |
scheduler.add_job(restart_space, "interval", seconds=1800) | |
scheduler.start() | |
demo.queue(default_concurrency_limit=40).launch() |