cgeorgiaw HF Staff commited on
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021f219
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1 Parent(s): 32a0e75

adding details about model sizes

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  1. app.py +4 -2
app.py CHANGED
@@ -99,8 +99,7 @@ with gr.Blocks(css=css) as demo:
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  """
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  # πŸš€ POSEIDON: Foundation Models for PDEs πŸŒŠπŸ”¬
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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**β€”allowing 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**. 🌍⚑
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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:
@@ -188,6 +187,9 @@ with gr.Blocks(css=css) as demo:
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  ---
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  ## 🌟 Try POSEIDON Now!
 
 
 
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  πŸ”— **Pretrained models & datasets**: [Hugging Face Hub](https://huggingface.co/camlab-ethz)
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  πŸ“œ **Code & Paper**: [GitHub](https://github.com/camlab-ethz/poseidon) | [arXiv](https://arxiv.org/abs/2405.19101)
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  πŸ’¬ **Join the Discussion**: [Hugging Face Forums](https://discuss.huggingface.co/)
 
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  """
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  # πŸš€ POSEIDON: Foundation Models for PDEs πŸŒŠπŸ”¬
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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**β€”allowing 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**. 🌍⚑
 
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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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  ## 🌟 Try POSEIDON Now!
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+
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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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+
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  πŸ”— **Pretrained models & datasets**: [Hugging Face Hub](https://huggingface.co/camlab-ethz)
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  πŸ“œ **Code & Paper**: [GitHub](https://github.com/camlab-ethz/poseidon) | [arXiv](https://arxiv.org/abs/2405.19101)
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  πŸ’¬ **Join the Discussion**: [Hugging Face Forums](https://discuss.huggingface.co/)