adding details about model sizes
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app.py
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"""
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# π POSEIDON: Foundation Models for PDEs ππ¬
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POSEIDON is a **foundation model** for solving **Partial Differential Equations (PDEs)** efficiently. Instead of training a separate model for each PDE, POSEIDON **learns a general solution operator**βallowing it to **generalize across different physics** with minimal data.
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Think of it as the **GPT-4 for PDEs**, trained on a diverse set of **fluid dynamics equations** and capable of adapting to **new, unseen physical systems**. πβ‘
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# **Dataset Explorer**
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POSEIDON provides solutions to a variety of fluid dynamics problems. Below are a few datasets you can explore:
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## π Try POSEIDON Now!
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π **Pretrained models & datasets**: [Hugging Face Hub](https://huggingface.co/camlab-ethz)
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π **Code & Paper**: [GitHub](https://github.com/camlab-ethz/poseidon) | [arXiv](https://arxiv.org/abs/2405.19101)
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π¬ **Join the Discussion**: [Hugging Face Forums](https://discuss.huggingface.co/)
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"""
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# π POSEIDON: Foundation Models for PDEs ππ¬
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POSEIDON is a **foundation model** for solving **Partial Differential Equations (PDEs)** efficiently. Instead of training a separate model for each PDE, POSEIDON **learns a general solution operator**βallowing it to **generalize across different physics** with minimal data. Think of it as the **GPT-4 for PDEs**, trained on a diverse set of **fluid dynamics equations** and capable of adapting to **new, unseen physical systems**. πβ‘
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# **Dataset Explorer**
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POSEIDON provides solutions to a variety of fluid dynamics problems. Below are a few datasets you can explore:
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---
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## π Try POSEIDON Now!
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You can experiment and empower your research with POSEIDON-T (21M parameters), POSEIDON-B (158M parameters), and POSEIDON-L (629M parameters).
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π **Pretrained models & datasets**: [Hugging Face Hub](https://huggingface.co/camlab-ethz)
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π **Code & Paper**: [GitHub](https://github.com/camlab-ethz/poseidon) | [arXiv](https://arxiv.org/abs/2405.19101)
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π¬ **Join the Discussion**: [Hugging Face Forums](https://discuss.huggingface.co/)
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