Update README.md

README.md

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 language:
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-# SPECTER 2.0 (Base)
-**Aug 2023 Update: The SPECTER 2.0 Base and proximity adapter models have been renamed in Hugging Face based upon usage patterns as follows:**
+
+**Aug 2023 Update:**
+1. The SPECTER 2.0 Base and proximity adapter models have been renamed in Hugging Face based upon usage patterns as follows:**
 
 |Old Name|New Name|
 |--|--|
 |allenai/specter2|[allenai/specter2_base](https://huggingface.co/allenai/specter2_base)|
 |allenai/specter2_proximity|[allenai/specter2](https://huggingface.co/allenai/specter2)|
 
+
 <!-- Provide a quick summary of what the model is/does. -->
 
+# SPECTER 2.0 (Base)
 SPECTER 2.0 is the successor to [SPECTER](https://huggingface.co/allenai/specter) and is capable of generating task specific embeddings for scientific tasks when paired with [adapters](https://huggingface.co/models?search=allenai/specter-2_).
 This is the base model to be used along with the adapters.
 Given the combination of title and abstract of a scientific paper or a short texual query, the model can be used to generate effective embeddings to be used in downstream applications.