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+ ---
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+ <p align="center">
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+ <img src="https://github.com/wandb/wandb/raw/main/.github/wb-logo-lightbg.png" width="600" alt="Weights & Biases" />
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+ </p>
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+ <p align='center'>
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+ <a href="https://wandb.me/hf"><img src="https://colab.research.google.com/assets/colab-badge.svg" /></a>
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+ </p>
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+ Use W&B to build better models faster. Track and visualize all the pieces of your machine learning pipeline, from datasets to production machine learning models. Get started with W&B today, [sign up for a free account!](https://wandb.com?utm_source=github&utm_medium=code&utm_campaign=wandb&utm_content=readme)
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+ 🎓 W&B is free for students, educators, and academic researchers. For more information, visit [https://wandb.ai/site/research](https://wandb.ai/site/research?utm_source=github&utm_medium=code&utm_campaign=wandb&utm_content=readme).
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+ Want to use Weights & Biases for seamless collaboration between your ML or Data Science team? Looking for Production-grade MLOps at scale? Sign up to one of [our plans](https://wandb.ai/site/pricing) or [contact the Sales Team](https://wandb.ai/site/contact).