Update README.md

README.md

@@ -122,9 +122,6 @@ This model is achieves the following results on the evaluation set:
 
 (See? Number go down. Augmentoolkit works.)
 
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-![image/png](https://cdn-uploads.huggingface.co/production/uploads/64825ebceb4befee377cf8ac/R2xX0BXCdV3dZBuHLcaez.png)
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 This is a demo model produced by running through the quickstart of [Augmentoolkit's](https://github.com/e-p-armstrong/augmentoolkit) Factual Finetuning pipeline. The model was taught about some of the US Army Field Manuals.
 
 The following manuals were trained on:
@@ -150,4 +147,8 @@ Related Links:
 
 Q: Why the Llama license?
 
-A: The quickstart uses Llama 3 to generate the data for the sake of speed and hardware compatibility. Therefore, the Llama license applies to this demo model.
+A: The quickstart uses Llama 3 to generate the data for the sake of speed and hardware compatibility. Therefore, the Llama license applies to this demo model.
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+Example (no RAG btw):
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+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64825ebceb4befee377cf8ac/oliUoD4Oz1abZ5H8WJMTO.png)