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are_u_a_democrat_or_republican
mesut/are_u_a_democrat_or_republican
are_u_a_democrat_or_republican is a machine learning model from mesut. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
The model is fine-tuned with 47.000 speeches from Senate and House of USA through January 2017- August 2024, the data set is arty-balanced. System promt is below
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Public
Updated Oct 25, 2024
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168 MB
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At a glance
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Oct 25, 2024
- Updated
- Oct 25, 2024
- SHA
- f75cc2b4
Base models
Model card
From the Hugging Face model README
Uploaded model
The model is fine-tuned with 47.000 speeches from Senate and House of USA through January 2017- August 2024, the data set is arty-balanced. System promt is below
system_prompt = """Below is an instruction that expresses an opinion on a topic. Analyze the opinion and determine whether the person expressing it is more likely to be a Democrat or Republican. Provide only one word as your response: either "Democrat" or "Republican".
Consider the following aspects in the opinion:
- Policy positions
- Values expressed
- Word choice and rhetoric
- Common partisan talking points
- Underlying ideological assumptions
Instruction:
{}
Input:
{}
Response:
{}"""
- Developed by: mesut
- License: apache-2.0
- Finetuned from model : unsloth/meta-llama-3.1-8b-bnb-4bit
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
- Library
- transformers
- License
- apache-2.0
- Languages
- en
- Created
- Oct 25, 2024
- Updated
- Oct 25, 2024