Model Card for Model ID
This is a fine-tuned model specifically dedicated to the identification of sophism and cognitive bias
His performance for now is 85%-100% in detecting sophism , and 85%-100% for detectiong cognitive bias
It was trained with a custom dataset of 14k lines
Model Details
Model Description
- Developed by: Arthur Vigier
- Language(s) (NLP): English
- License: Apache 2.0
- Finetuned from model : mistral-7b-instruct-v0.3-bnb-4bit
Uses
It is dedicated to be used by anyone that want to judge public discourse based on the fundational basis of there language and the solidity
of it. Using for education and increasing critical thinking is also a good way to use this tool
API
PUBLIC API COMING SOON
Performance chart
Sophism
Cognitive Bias
Direct Use
from transformers import pipeline
messages = [
{"role": "user", "content": "All birds can fly. Penguins are birds. Therefore, penguins can fly"},
]
pipe = pipeline("text-generation", model="Artvv/rationality-debugger-v1.0")
pipe(messages)
Out-of-Scope Use
It is not intended to harass anyone or being rude
Bias, Risks, and Limitations
[More Information Needed]
Recommendations
He is very efficient to the most common sophism and cognitive bias but for some more niche like bias frequency illusion he can be less efficient.
He is mainly dedicated to detect sophism and cognitive bias , he can detect valid reasoning but it is not his main purpose
Model Card Contact
Framework versions
