---
base_model: unsloth/meta-llama-3.1-8b-bnb-4bit
language:
- en
license: apache-2.0
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
---

# 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](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)