Update README.md

README.md

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 ## What is PetrolLoRA?
-PetrolLoRA is  the LoRA equivalent of [PetroLM](https://huggingface.co/Norquinal/PetrolLM), without any of the instruction-tuning of the prior.
+PetrolLoRA is the LoRA equivalent of [PetroLM](https://huggingface.co/Norquinal/PetrolLM), without any of the instruction-tuning of the prior.
 
 The dataset consists of 2800 samples, with the composition as follows:
 * AICG Logs (~34%)
@@ -20,7 +20,7 @@ The dataset consists of 2800 samples, with the composition as follows:
 These samples were then back-filled using gpt-4/gpt-3.5-turbo-16k or otherwise converted to fit the prompt format.
 
 ## Prompt Format
-The model was finetuned with a prompt format similar to the original SuperHOT prototype:
+The LoRA was finetuned with a prompt format similar to the original SuperHOT prototype:
 ```
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 style: roleplay