Update README.md

README.md

@@ -15,16 +15,12 @@ The model was trained on an A10G GPU with 24GB of VRAM for about one hour.
 Q: "Please explain the allegory of the cave to me."
 
 **Answer before fine-tuning:**
-> *The Allegory of the Cave is a philosophical thought experiment by Plato, presented in his work The Republic. In this allegory, Plato describes a group of people who have lived chained in a dark cave since birth, with their backs facing a wall on which shadows are projected from objects passing in front of a fire behind them. These prisoners believe that the shadows they see are reality itself. One prisoner is freed and leaves the cave, eventually coming to understand that the shadows are mere representations of real things outside the cave. He returns to the cave to try to enlighten the other prisoners about the true nature of reality, but they reject his claims because they cannot conceive of anything beyond what they can perceive through their senses.*
->
-> *Plato uses this allegory to illustrate the idea that our understanding of the world is limited by our sensory experiences and that we must strive for knowledge and wisdom in order to truly comprehend reality. It also highlights the difficulty in communicating abstract ideas to those who have not experienced them firsthand.*
+> *The Allegory of the Cave is a philosophical thought experiment by Plato, presented in his work The Republic. In this allegory, Plato describes a group of people who have lived chained in a dark cave since birth, with their backs facing a wall on which shadows are projected from objects passing in front of a fire behind them. These prisoners believe that the shadows they see are reality itself. One prisoner is freed and leaves the cave, eventually coming to understand that the shadows are mere representations of real things outside the cave. He returns to the cave to try to enlighten the other prisoners about the true nature of reality, but they reject his claims because they cannot conceive of anything beyond what they can perceive through their senses. Plato uses this allegory to illustrate the idea that our understanding of the world is limited by our sensory experiences and that we must strive to gain knowledge through reason and philosophy in order to truly comprehend reality. It also highlights the difficulty in convincing others of truths that go beyond their immediate experience.*
 
 **Answer after finetuning:**
-> *In Plato’s Allegory of the Cave, a philosopher compares human beings who live in a cave and are chained so that they can only see shadows on the wall to people who have been educated by philosophy. The philosopher says that the prisoners in the cave represent those who have not been educated by philosophy, while the free person represents someone who has been educated by philosophy. According to the philosopher, the prisoners in the cave are like people who do not understand what is real because all they know is the world of appearances (the shadows). The philosopher argues that the prisoners need to be freed from their chains and led out into the sunlight where they will see the sun itself instead of just its reflection on the walls of the cave. This is similar to how philosophers argue that we should try to understand reality as it really is rather than just accepting our everyday perceptions of things. The philosopher also suggests that the process of being freed from the chains and seeing the sun for the first time is painful, but necessary if one wants to truly understand reality.*
+> *The Allegory of the Cave is a philosophical thought experiment presented by Plato in his work, Republic (Book VII). In this allegory, Plato describes a group of people who have lived chained in an underground cave all their lives, facing a blank wall. The people watch shadows projected on the wall from objects passing in front of a fire behind them and, because of their lack of experience with the world outside the cave, believe that these shadows are the real things. A philosopher then frees one of the prisoners and leads him out into the sunlight above ground where he sees actual objects for the first time. This prisoner is initially blinded by the light but eventually becomes accustomed to it and comes to understand that the shadows were mere imitations of reality. He returns to the cave and tries to tell the other prisoners about his newfound knowledge, but they do not want to leave their comfortable existence and refuse to believe him. The Allegory of the Cave is often interpreted as a metaphor for the human condition: we are like the prisoners in the cave, living our entire lives within the confines of our own limited perceptions and beliefs, unable or*
 
 
-The tuned answers are not generally better or worse, they are simply more aligned with the texts from the philosophical encyclopedia.
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 ## Using the model
 
 To load the model, you can apply the adapter straight to the original base model: