README.md

metadata

language:
  - en
license:
  - mit
widget:
  - text: The nodes of a computer network may include [MASK].

NetBERT 📶

A BERT-base model pre-trained on a huge corpus of computer networking text (~23Gb).

Usage

You can use NetBERT with 🤗 transformers:

import torch
from transformers import BertTokenizer, BertForMaskedLM

# Load pretrained model and tokenizer
model = BertForMaskedLM.from_pretrained("antoiloui/netbert")
tokenizer = BertTokenizer.from_pretrained("antoiloui/netbert")

Documentation

Detailed documentation on the pre-trained model, its implementation, and the data can be found here.

Citation

For attribution in academic contexts, please cite this work as:

@mastersthesis{louis2020netbert,
    title={NetBERT: A Pre-trained Language Representation Model for Computer Networking},
    author={Louis, Antoine},
    year={2020},
    school={University of Liege}
}