liamvbetts/sarcastic-news-headlines-1
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How to use Hexye/sarcasm-classifier with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="Hexye/sarcasm-classifier") # Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("Hexye/sarcasm-classifier")
model = AutoModelForSequenceClassification.from_pretrained("Hexye/sarcasm-classifier")The dataset used is liamvbetts/sarcastic-news-headlines-1
This model rarely works with random sarcastic sentences. It works better with sarcastic headlines.