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Joschka Strueber
commited on
Commit
·
cdeeed6
1
Parent(s):
7fa11aa
[Add, Fix] launch app, cache models
Browse files- app.py +24 -3
- src/dataloading.py +8 -0
app.py
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@@ -1,11 +1,13 @@
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import gradio as gr
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-
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def create_demo():
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# Fetch data once on startup (cache this in production)
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models =
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datasets = get_leaderboard_datasets()
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with gr.Blocks(title="LLM Similarity Analyzer") as demo:
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outputs=similarity_output
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)
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return demo
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import gradio as gr
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from src.dataloading import get_leaderboard_models_cached, get_leaderboard_datasets
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def create_demo():
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# Fetch data once on startup (cache this in production)
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models = get_leaderboard_models_cached()
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datasets = get_leaderboard_datasets()
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with gr.Blocks(title="LLM Similarity Analyzer") as demo:
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outputs=similarity_output
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)
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return demo
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def create_demo_with_refresh():
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demo = create_demo()
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with demo:
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refresh_btn = gr.Button("Refresh Model List")
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def refresh_models():
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return gr.Dropdown(choices=get_leaderboard_models_cached())
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refresh_btn.click(
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fn=refresh_models,
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outputs=model_dropdown
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)
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return demo
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demo = create_demo_with_refresh()
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demo.launch()
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src/dataloading.py
CHANGED
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from huggingface_hub import HfApi
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def get_leaderboard_models():
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api = HfApi()
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return sorted(list(set(models))) # Remove duplicates
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def get_leaderboard_datasets():
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return [
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"ai2_arc",
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from huggingface_hub import HfApi
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from functools import lru_cache
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def get_leaderboard_models():
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api = HfApi()
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return sorted(list(set(models))) # Remove duplicates
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@lru_cache(maxsize=1)
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def get_leaderboard_models_cached():
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return get_leaderboard_models()
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def get_leaderboard_datasets():
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return [
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"ai2_arc",
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