Instructions to use Maha/hi-const21-hibert_final with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Maha/hi-const21-hibert_final with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Maha/hi-const21-hibert_final")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Maha/hi-const21-hibert_final") model = AutoModelForSequenceClassification.from_pretrained("Maha/hi-const21-hibert_final") - Notebooks
- Google Colab
- Kaggle
Is this the working implementation of "HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization" ?
#2
by Pranab11 - opened
I just wanted to know if this is the model based on the paper HIBERT: Document Level Pre-training of Hierarchical Bidirectional
Transformers for Document Summarization
Xingxing Zhang, Furu Wei and Ming Zhou
Microsoft Research Asia, Beijing, China
{xizhang,fuwei,mingzhou}@microsoft.com