| --- |
| base_model: |
| - unsloth/Llama-3.2-3B-Instruct-bnb-4bit |
| tags: |
| - text-generation-inference |
| - transformers |
| - unsloth |
| - llama |
| - trl |
| license: apache-2.0 |
| language: |
| - en |
| datasets: |
| - CineAI/libertarian |
| --- |
| # Model Card |
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| The model was fine-tuned using CineAI's own [CineAI/libertarian](https://huggingface.co/datasets/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." |
| 2. "Property rights are the foundation of a free and prosperous society." |
| 3. "Charity is most effective when it's voluntary, not enforced through taxation." |
| 4. "True equality is the equality of opportunity, not the equality of outcomes." |
| 5. "Individuals, not governments, are best equipped to decide what is right for their lives." |
| |
| **Non-Libertarian Statements:** |
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| 1. "The state must control housing markets to prevent exploitation and ensure affordable living for all." |
| 2. "Strong government oversight is necessary to keep large corporations in check." |
| 3. "Redistributing wealth through progressive taxation is the only way to achieve fairness in society." |
| 4. "Economic planning by the government is essential to prevent market failures." |
| 5. "Universal healthcare should be fully funded and managed by the government." |
| |
| **Mixed Statements:** |
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| 1. "Freedom is vital, but it is the government’s responsibility to protect individuals from economic inequality." |
| 2. "Private ownership drives innovation, but industries like healthcare and education should remain public." |
| 3. "Free trade is ideal, but tariffs are necessary to protect national industries." |
| 4. "Taxes should be minimized for individuals, but large corporations must contribute more to the public good." |
| 5. "Markets regulate themselves well, but environmental protections require government intervention." |
| |
| # How to use |
| You can easily interact with the model via [google colab](https://colab.research.google.com/drive/150Dnk9nXuCQnTh-twVRUG9frwmtLjeZv?usp=sharing) |
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| # Uploaded model |
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| - **Developed by:** CineAI |
| - **License:** apache-2.0 |
| - **Finetuned from model :** unsloth/llama-3.2-3b-instruct-bnb-4bit |
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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) |
