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LysandreJik
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README.md
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---
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title: Transformers Checkpoints
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emoji: 🦀
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colorFrom: blue
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colorTo: yellow
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sdk: gradio
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sdk_version: 3.4
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import gradio
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import gradio as gr
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import plotly.graph_objects as go
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from datasets import load_dataset
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from huggingface_hub import list_datasets
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pipelines = [d.id[20:-21] for d in list_datasets(author='open-source-metrics') if 'checkpoint-downloads' in d.id]
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def plot(library: str, stacked: bool):
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dataset = load_dataset(f"open-source-metrics/{library}-checkpoint-downloads")['train']
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dates = dataset['dates']
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axis = dataset.column_names
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axis.remove('dates')
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fig = go.Figure()
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for i in axis:
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fig.add_trace(
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go.Scatter(x=dates, y=dataset[i], mode='lines+markers', name=i, stackgroup='one' if stacked else None)
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)
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fig.show()
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return fig
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demo = gr.Interface(fn=plot, inputs=[
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gr.Dropdown(pipelines),
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gr.Checkbox(label='Stacked')
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], outputs=gr.Plot())
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demo.launch()
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