qinyong13/disaster-tweets-bert

bert-base-uncased fine-tuned for binary disaster-tweet classification (Kaggle NLP with Disaster Tweets, 7,613 labelled tweets).

• Test accuracy: 0.8373
• Test F1 (disaster class): 0.8127

from transformers import pipeline

clf = pipeline("text-classification", model="qinyong13/disaster-tweets-bert")
clf("Forest fire near La Ronge Sask. Canada")