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README.md

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 **License:** llama2
 
-The SciPhi-Mistral-7B-32k is a Large Language Model (LLM) fine-tuned from Mistral-7B-v0.1. This model underwent a fine-tuning process over four epochs using more than 1 billion tokens, which include regular instruction tuning data and synthetic textbooks. The objective of this work was to increase the model's scientific reasoning and educational abilities. 
+The SciPhi-Mistral-7B-32k is a Large Language Model (LLM) fine-tuned from Mistral-7B-v0.1. This model underwent a fine-tuning process over four epochs using more than 1 billion tokens, which include regular instruction tuning data and synthetic textbooks. The objective of this work was to increase the model's scientific reasoning and educational abilities. For best results, follow the Alpaca prompting guidelines.
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+SciPhi-AI is available via a free hosted API, if you would like to experiment with the model before downloading. More details are available in teh docs [here](https://sciphi.readthedocs.io/en/latest/setup/quickstart.html).
 
 ## Model Architecture