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README.md

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-# 🌍 MarineLives: Unlocking Early Modern History
+# 🌍 **MarineLives: Unlocking Early Modern History**
 
-**MarineLives** is a volunteer-led initiative for transcribing and enriching English High Court of Admiralty records from the 16th and 17th centuries. These records serve as a rich source for exploring social, material, and economic history.
+## **MarineLives** is a volunteer-led initiative for transcribing and enriching English High Court of Admiralty records from the 16th and 17th centuries. These records serve as a rich source for exploring social, material, and economic history.
 
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-# 🔬 1.0 Research Focus
+# 🔬 **1.0 Research Focus**
 
 ## **1.1 Fine-tuning Small LLMs**
 
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-## **1.2 Integration with RAG Pipeline**
+# **1.2 Integration with RAG Pipeline**
 
 ### Components:
 - **Retriever**: BM25 or Sentence-BERT
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-# 📚 2.0 Datasets
+# 📚 **2.0 Datasets**
 
 ## **2.1 Published Datasets**
 1. [MarineLives/English-Expansions](https://huggingface.co/datasets/MarineLives/English-Expansions)
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-# 🌍 Explore MarineLives
+# 🌍 **Explore MarineLives**
 Join us in unlocking Early Modern history by exploring our [Hugging Face organization](https://huggingface.co/MarineLives) and datasets!
+You can follow us on BlueSky at [@marinelives.bsky.social](https://bsky.app/profile/marinelives.bsky.social)
+You can explore our content on our [MarineLives wiki](http://www.marinelives.org/wiki/MarineLives) and on our [MarineLives Transkribus site]
 
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