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Update src/streamlit_app.py

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  1. src/streamlit_app.py +1 -1
src/streamlit_app.py CHANGED
@@ -736,7 +736,7 @@ st.set_page_config(layout="wide", page_title="LLEP Simulator & Visualizer")
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  st.title("Least-Loaded Expert Parallelism (LLEP)")
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  st.markdown("""Compare **Standard EP** against the **LLEP (LLA/LLAS)** plan and visualize step-by-step spilling.
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- [![Paper](https://img.shields.io/badge/Paper-arXiv-B31B1B?style=for-the-badge&logo=arxiv&logoColor=white)](https://arxiv.org/abs/placeholder)
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  [![PDF](https://img.shields.io/badge/PDF-brightgreen?style=for-the-badge&logoColor=white)](https://github.com/SalesforceAIResearch/LeastLoadedEP/blob/main/llep_paper.pdf)
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  [![GitHub](https://img.shields.io/badge/github-SalesforceAIResearch%2FLeastLoadedEP-blue?logo=github&style=for-the-badge)](https://github.com/SalesforceAIResearch/LeastLoadedEP)
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  """, unsafe_allow_html=True)
 
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  st.title("Least-Loaded Expert Parallelism (LLEP)")
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  st.markdown("""Compare **Standard EP** against the **LLEP (LLA/LLAS)** plan and visualize step-by-step spilling.
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+ [![Paper](https://img.shields.io/badge/Paper-arXiv-B31B1B?style=for-the-badge&logo=arxiv&logoColor=white)](https://www.arxiv.org/abs/2601.17111)
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  [![PDF](https://img.shields.io/badge/PDF-brightgreen?style=for-the-badge&logoColor=white)](https://github.com/SalesforceAIResearch/LeastLoadedEP/blob/main/llep_paper.pdf)
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  [![GitHub](https://img.shields.io/badge/github-SalesforceAIResearch%2FLeastLoadedEP-blue?logo=github&style=for-the-badge)](https://github.com/SalesforceAIResearch/LeastLoadedEP)
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  """, unsafe_allow_html=True)