Instructions to use ghanashyamvtatti/roberta-fake-news with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ghanashyamvtatti/roberta-fake-news with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="ghanashyamvtatti/roberta-fake-news")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("ghanashyamvtatti/roberta-fake-news") model = AutoModelForSequenceClassification.from_pretrained("ghanashyamvtatti/roberta-fake-news") - Notebooks
- Google Colab
- Kaggle
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Check out the documentation for more information.
A fake news detector using RoBERTa.
Dataset: https://www.kaggle.com/clmentbisaillon/fake-and-real-news-dataset
Training involved using hyperparameter search with 10 trials.
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