Awesome
Implementation of DetectGPT in Pytorch could be found here: https://github.com/BurhanUlTayyab/DetectGPT
GPTZero
GPTZero is an AI model with some mathematical formulation to determine if a particular text fed to it is written by AI or a human being.
The motivation for it
Recently, GPTZero gotten a lot of hype/traction from media to be able to determine whether a set of sentences are generated from ChatGPT. It was indeed a great initative for Education Institutes. However, the implementation is closed-source. We tried to construct identical solutioning and voila!! :tada: our implementation gets the exact same results mostly lol. :joy: :joy: :joy:
Implementation video
Installation
pip install -r requirements.txt
Usage
Using Python function
python3 infer.py
example
from model import GPT2PPL
model = GPT2PPL()
sentence = "your text here"
model(sentence)
Using Python input
python3 local_infer.py
example
Please enter your sentence: (Press Enter twice to start processing)
Hello World.
My name is mike.
(empty line)
Note
Our implementation produces 100% same results as <a href="https://gptzero.me">gptzero.me</a>. We've compared extensively on a large corpus of text to compare our values with them, and surprisingly got the same results.
Acknowledgement
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This repository is built based on the hugging face https://huggingface.co/docs/transformers/perplexity
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Liu, Yinhan, et al. "Roberta: A robustly optimized bert pretraining approach." arXiv preprint arXiv:1907.11692 (2019).