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--- |
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base_model: |
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- unsloth/Llama-3.2-3B-Instruct-bnb-4bit |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- llama |
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- trl |
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license: apache-2.0 |
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language: |
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- en |
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datasets: |
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- CineAI/libertarian |
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--- |
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# 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." |
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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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# How to use |
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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 |
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- **License:** apache-2.0 |
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- **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) |
