metadata

license: cc-by-sa-4.0
language:
  - id
library_name: transformers
pipeline_tag: text-classification

BERATBOS v0.0.1-prealpha

BERT-based Automated Text Classification Based on POS

A model I made for my final year assignment, used a random script to train this on GPU, as a result, the usage is kinda non-standard, as far as transformers-based models go, at least.

Model is for detecting AI-generated works via coherency comparison through POS tag differences, it was only trained for 5 epochs on a dataset of 1000 human sentences and 1000 BLOOM-generated sentences.

I have plans to further this model into an actual production model, but will only be done once I can properly assess on whether that's a worthy enough of an endeavour.