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@@ -54,12 +54,12 @@ print(generated_text)
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  **Prompt Format** <br />
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  My prompt is formatted to have the model build a first-person narrative based upon a certain event or era. The narrative should be engaging, accurate, and include prose and vivid details from the era to be entertaining and informative to the reader.
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  Example Prompt:
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- Q: Craft a compelling first-person historical narrative that captures the significance of The Magna Carta and the essence of its era. Think step by step about the key events, historical accuracy, stylistic prose, emotions, and sensory details that define the period as well as the thoughts a person from that era would have.
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  **Expected Output Format** <br />
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  The output format should be a model’s response that provides a first-person historical narrative based on the era or event that is being requested. It should demonstrate the prose and historical accuracy of the era or event and be a few paragraphs long and include vivid details and emotions. <br />
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  Example Response: <br />
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- Q: Q: Craft a compelling first-person historical narrative that captures the significance of The Magna Carta and the essence of its era. Think step by step about the key events, historical accuracy, stylistic prose, emotions, and sensory details that define the period and internal dialogue that someone from that period during the events will have.
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  A: 1215, England. I am a scribe in the court of King John, a man whose name is synonymous with tyranny and misrule. The land is in turmoil, the people are restless, and the barons are growing ever more impatient with the king's heavy-handed rule. They demand reforms, and they are not willing to be silenced any longer. It is a time of great uncertainty, but also one of hope for change.
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@@ -80,6 +80,7 @@ In that moment, I know that history has been made. The Magna Carta is signed, an
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  As I stand and stretch my cramped limbs, I feel a sense of relief and accomplishment. The work is done, and now it is up to the people to ensure that these rights are upheld. I know that there will be challenges ahead, that the road to true freedom will be long and difficult. But I also know that this document, this Magna Carta, is a beacon of hope, a reminder that even in the darkest of times, the light of justice can shine through.
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  And so, as I leave the hall and step out into the cool evening air, I take a deep breath and look up at the stars. I know that this night marks the beginning of something new, something better. And though I cannot see the future, I trust that the path we have chosen will lead us to a brighter tomorrow.
 
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  **Limitations** <br />
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  One of the primary limitations faced with this approach was the difficulty of generating synthetic data. It proved hard to find historical documents from a certain era and took a large amount of compute and time to generate the synthetic first-person narratives for these documents. The other primary limitation from this model is the lack of creative introductions in the model’s responses. The model has shown to always start with a sentence or phrase of the year and date. While this sets the scene, the model could be improved to have more creative beginnings to the narratives.
 
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  **Prompt Format** <br />
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  My prompt is formatted to have the model build a first-person narrative based upon a certain event or era. The narrative should be engaging, accurate, and include prose and vivid details from the era to be entertaining and informative to the reader.
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  Example Prompt:
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+ ```Q: Craft a compelling first-person historical narrative that captures the significance of The Magna Carta and the essence of its era. Think step by step about the key events, historical accuracy, stylistic prose, emotions, and sensory details that define the period as well as the thoughts a person from that era would have.```
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  **Expected Output Format** <br />
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  The output format should be a model’s response that provides a first-person historical narrative based on the era or event that is being requested. It should demonstrate the prose and historical accuracy of the era or event and be a few paragraphs long and include vivid details and emotions. <br />
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  Example Response: <br />
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+ ```Q: Craft a compelling first-person historical narrative that captures the significance of The Magna Carta and the essence of its era. Think step by step about the key events, historical accuracy, stylistic prose, emotions, and sensory details that define the period and internal dialogue that someone from that period during the events will have.\n
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  A: 1215, England. I am a scribe in the court of King John, a man whose name is synonymous with tyranny and misrule. The land is in turmoil, the people are restless, and the barons are growing ever more impatient with the king's heavy-handed rule. They demand reforms, and they are not willing to be silenced any longer. It is a time of great uncertainty, but also one of hope for change.
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  As I stand and stretch my cramped limbs, I feel a sense of relief and accomplishment. The work is done, and now it is up to the people to ensure that these rights are upheld. I know that there will be challenges ahead, that the road to true freedom will be long and difficult. But I also know that this document, this Magna Carta, is a beacon of hope, a reminder that even in the darkest of times, the light of justice can shine through.
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  And so, as I leave the hall and step out into the cool evening air, I take a deep breath and look up at the stars. I know that this night marks the beginning of something new, something better. And though I cannot see the future, I trust that the path we have chosen will lead us to a brighter tomorrow.
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+ ```
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  **Limitations** <br />
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  One of the primary limitations faced with this approach was the difficulty of generating synthetic data. It proved hard to find historical documents from a certain era and took a large amount of compute and time to generate the synthetic first-person narratives for these documents. The other primary limitation from this model is the lack of creative introductions in the model’s responses. The model has shown to always start with a sentence or phrase of the year and date. While this sets the scene, the model could be improved to have more creative beginnings to the narratives.