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This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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The model was fine-tuned using CineAI's own CineAI/libertarian dataset to determine the closeness of a particular expression, quote, etc. to the ideas of libertarianism and freedom. To test the model, you can use examples generated by ChatGPT-4 or your own. Feel free to make changes to the dataset to improve it, as well as to improve the model.
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**Example statements are divided into categories:**
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**Libertarian Statements:**
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1. "The government has no right to dictate how individuals spend their money or run their businesses."
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2. "Property rights are the foundation of a free and prosperous society."
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3. "Charity is most effective when it's voluntary, not enforced through taxation."
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4. "True equality is the equality of opportunity, not the equality of outcomes."
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5. "Individuals, not governments, are best equipped to decide what is right for their lives."
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**Non-Libertarian Statements:**
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1. "The state must control housing markets to prevent exploitation and ensure affordable living for all."
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2. "Strong government oversight is necessary to keep large corporations in check."
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3. "Redistributing wealth through progressive taxation is the only way to achieve fairness in society."
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4. "Economic planning by the government is essential to prevent market failures."
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5. "Universal healthcare should be fully funded and managed by the government."
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**Mixed Statements:**
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1. "Freedom is vital, but it is the government’s responsibility to protect individuals from economic inequality."
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2. "Private ownership drives innovation, but industries like healthcare and education should remain public."
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3. "Free trade is ideal, but tariffs are necessary to protect national industries."
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4. "Taxes should be minimized for individuals, but large corporations must contribute more to the public good."
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5. "Markets regulate themselves well, but environmental protections require government intervention."
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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