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# 🎯 Trackio
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Trackio is a drop-in replacement for `wandb` that uses Hugging Face Datasets for experiment logging and Gradio for visualization.
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Trackio is a drop-in replacement for `wandb` that uses Hugging Face Datasets for experiment logging and Gradio / Spaces for visualization.
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## Features
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- **API compatible** with `wandb.init`, `wandb.log`, and `wandb.finish` (use `trackio` instead)
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- Stores logs in a Hugging Face Datasets-compatible format (Parquet)
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- Visualize experiments with a Gradio dashboard
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- *Local-first* design: your dashboard runs locally by default. You can also host it on Spaces by changing a single parameter.
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- Everything mentioned, including hosting on Spaces, is free!
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## Example Usage
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```python

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