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.