Update README.md

README.md

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 SPECTER 2.0 is the successor to [SPECTER](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_).
 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.
 
-**Note: To get the best performance on a downstream task type please load the associated adapter with the base model as below.**
+**Note: To get the best performance on a downstream task type please load the associated adapter with the base model as in the example below.**
 
 # Model Details