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sauravtechno
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Parent(s):
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initial commit
Browse files
README.md
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---
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title:
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emoji: 🥇
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colorFrom: green
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colorTo: indigo
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---
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title: Alvdansen Flux Koda
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emoji: 🥇
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colorFrom: green
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colorTo: indigo
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app.py
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import gradio as gr
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from gradio_leaderboard import Leaderboard, ColumnFilter, SelectColumns
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import pandas as pd
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from apscheduler.schedulers.background import BackgroundScheduler
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from huggingface_hub import snapshot_download
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CITATION_BUTTON_LABEL,
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CITATION_BUTTON_TEXT,
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EVALUATION_QUEUE_TEXT,
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INTRODUCTION_TEXT,
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LLM_BENCHMARKS_TEXT,
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TITLE,
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)
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from src.display.css_html_js import custom_css
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from src.display.utils import (
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BENCHMARK_COLS,
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COLS,
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EVAL_COLS,
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EVAL_TYPES,
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AutoEvalColumn,
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ModelType,
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fields,
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WeightType,
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Precision
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)
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from src.envs import API, EVAL_REQUESTS_PATH, EVAL_RESULTS_PATH, QUEUE_REPO, REPO_ID, RESULTS_REPO, TOKEN
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from src.populate import get_evaluation_queue_df, get_leaderboard_df
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from src.submission.submit import add_new_eval
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def restart_space():
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API.restart_space(repo_id=REPO_ID)
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### Space initialisation
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try:
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print(EVAL_REQUESTS_PATH)
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snapshot_download(
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repo_id=QUEUE_REPO, local_dir=EVAL_REQUESTS_PATH, repo_type="dataset", tqdm_class=None, etag_timeout=30, token=TOKEN
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)
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except Exception:
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restart_space()
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try:
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print(EVAL_RESULTS_PATH)
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snapshot_download(
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repo_id=RESULTS_REPO, local_dir=EVAL_RESULTS_PATH, repo_type="dataset", tqdm_class=None, etag_timeout=30, token=TOKEN
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)
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except Exception:
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restart_space()
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LEADERBOARD_DF = get_leaderboard_df(EVAL_RESULTS_PATH, EVAL_REQUESTS_PATH, COLS, BENCHMARK_COLS)
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(
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finished_eval_queue_df,
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running_eval_queue_df,
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pending_eval_queue_df,
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) = get_evaluation_queue_df(EVAL_REQUESTS_PATH, EVAL_COLS)
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def init_leaderboard(dataframe):
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if dataframe is None or dataframe.empty:
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raise ValueError("Leaderboard DataFrame is empty or None.")
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return Leaderboard(
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value=dataframe,
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datatype=[c.type for c in fields(AutoEvalColumn)],
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select_columns=SelectColumns(
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default_selection=[c.name for c in fields(AutoEvalColumn) if c.displayed_by_default],
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cant_deselect=[c.name for c in fields(AutoEvalColumn) if c.never_hidden],
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label="Select Columns to Display:",
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),
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search_columns=[AutoEvalColumn.model.name, AutoEvalColumn.license.name],
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hide_columns=[c.name for c in fields(AutoEvalColumn) if c.hidden],
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filter_columns=[
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ColumnFilter(AutoEvalColumn.model_type.name, type="checkboxgroup", label="Model types"),
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ColumnFilter(AutoEvalColumn.precision.name, type="checkboxgroup", label="Precision"),
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ColumnFilter(
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AutoEvalColumn.params.name,
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type="slider",
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min=0.01,
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max=150,
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label="Select the number of parameters (B)",
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),
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ColumnFilter(
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AutoEvalColumn.still_on_hub.name, type="boolean", label="Deleted/incomplete", default=True
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),
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],
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bool_checkboxgroup_label="Hide models",
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interactive=False,
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)
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demo = gr.Blocks(css=custom_css)
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with demo:
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gr.HTML(TITLE)
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gr.Markdown(INTRODUCTION_TEXT, elem_classes="markdown-text")
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with gr.Tabs(elem_classes="tab-buttons") as tabs:
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with gr.TabItem("🏅 LLM Benchmark", elem_id="llm-benchmark-tab-table", id=0):
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leaderboard = init_leaderboard(LEADERBOARD_DF)
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with gr.TabItem("📝 About", elem_id="llm-benchmark-tab-table", id=2):
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gr.Markdown(LLM_BENCHMARKS_TEXT, elem_classes="markdown-text")
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with gr.TabItem("🚀 Submit here! ", elem_id="llm-benchmark-tab-table", id=3):
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with gr.Column():
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with gr.Row():
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gr.Markdown(EVALUATION_QUEUE_TEXT, elem_classes="markdown-text")
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with gr.Column():
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with gr.Accordion(
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f"✅ Finished Evaluations ({len(finished_eval_queue_df)})",
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open=False,
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):
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with gr.Row():
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finished_eval_table = gr.components.Dataframe(
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value=finished_eval_queue_df,
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headers=EVAL_COLS,
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datatype=EVAL_TYPES,
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row_count=5,
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)
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with gr.Accordion(
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f"🔄 Running Evaluation Queue ({len(running_eval_queue_df)})",
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open=False,
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):
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with gr.Row():
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running_eval_table = gr.components.Dataframe(
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value=running_eval_queue_df,
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headers=EVAL_COLS,
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datatype=EVAL_TYPES,
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row_count=5,
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)
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with gr.Accordion(
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f"⏳ Pending Evaluation Queue ({len(pending_eval_queue_df)})",
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open=False,
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):
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with gr.Row():
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pending_eval_table = gr.components.Dataframe(
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value=pending_eval_queue_df,
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headers=EVAL_COLS,
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datatype=EVAL_TYPES,
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row_count=5,
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)
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with gr.Row():
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gr.Markdown("# ✉️✨ Submit your model here!", elem_classes="markdown-text")
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with gr.Row():
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with gr.Column():
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model_name_textbox = gr.Textbox(label="Model name")
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revision_name_textbox = gr.Textbox(label="Revision commit", placeholder="main")
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model_type = gr.Dropdown(
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choices=[t.to_str(" : ") for t in ModelType if t != ModelType.Unknown],
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label="Model type",
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multiselect=False,
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value=None,
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interactive=True,
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)
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with gr.Column():
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precision = gr.Dropdown(
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choices=[i.value.name for i in Precision if i != Precision.Unknown],
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label="Precision",
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multiselect=False,
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value="float16",
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interactive=True,
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)
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weight_type = gr.Dropdown(
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choices=[i.value.name for i in WeightType],
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label="Weights type",
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multiselect=False,
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value="Original",
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interactive=True,
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)
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base_model_name_textbox = gr.Textbox(label="Base model (for delta or adapter weights)")
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submit_button = gr.Button("Submit Eval")
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submission_result = gr.Markdown()
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submit_button.click(
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add_new_eval,
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[
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model_name_textbox,
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base_model_name_textbox,
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revision_name_textbox,
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precision,
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weight_type,
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model_type,
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],
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submission_result,
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)
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with gr.Row():
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with gr.Accordion("📙 Citation", open=False):
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citation_button = gr.Textbox(
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value=CITATION_BUTTON_TEXT,
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label=CITATION_BUTTON_LABEL,
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lines=20,
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elem_id="citation-button",
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show_copy_button=True,
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)
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scheduler = BackgroundScheduler()
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scheduler.add_job(restart_space, "interval", seconds=1800)
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scheduler.start()
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demo.queue(default_concurrency_limit=40).launch()
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import gradio as gr
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gr.load("models/alvdansen/flux-koda").launch()
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